Advances in Blue Energy Fuels: Harvesting Energy from Ocean for Self‐Powered Electrolysis
Open accessAbstract
70% of the earth's surface is covered by the ocean, and it represents a promising and renewable clean energy reservoir that waits for further exploration. Although hydrogen (H 2) boasts a high energy density of 143 MJ kg−1 and environmentally friendly attributes, the widespread commercialization of green H 2 production remains a formidable challenge. With huge amounts of water, the ocean presents an opportunity for generating H 2 fuel through the process of seawater electrolysis. This review introduces ocean‐driven, self‐powered blue energy conversion devices, including triboelectric nanogenerators (TENGs), magnetoelastic generators (MEGs), and solar cells. They are able to convert renewable energy from the ocean, including water waves, wind, and solar energy, into electricity for on‐site seawater‐splitting and H 2 generation. This review systematically reports this compelling approach by introducing the fundamental principles of the devices and showcasing the practical applications. Additionally, aiming to promote future research in the field of sustainable energy, this review also delves into the development of novel ocean energy harvesting systems with high energy conversion efficiency for large‐scale and effective H 2 production.
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Written from the paper’s full text.
TL;DR
This review surveys ocean-energy harvesting devices—triboelectric nanogenerators (TENGs), magnetoelastic generators (MEGs), and solar cells—that can power on-site seawater electrolysis for green H₂ production. It compares reported self-powered H₂/O₂ generation rates and outlines challenges in efficiency, durability, scalability, and seawater-splitting electrocatalysis.
Key findings
- Ocean energy is presented as a large renewable resource: theoretical global ocean energy potential is estimated at 337 GW, global marine energy potential at 32 TW, and projected ocean-energy electrical generation at 885 TWh; wave energy alone is cited at 8000–80 000 TWh per year. H₂ is noted for a gravimetric energy density of 143 MJ kg⁻¹.
- TENG-based systems can drive seawater/water splitting: examples include H₂ evolution within 2 s using a TEHG; an MSLT with V_oc of 80 V and I_sc of 14 μA; H₂ production of 6.25 × 10⁻³ mL min⁻¹ at 600 rpm; HRWF-TENG O₂/H₂ rates of 2.79/5.58 μL min⁻¹ at 120 rpm and 6.16/12.32 μL min⁻¹ at 140 rpm; SCC-TENG H₂ rate of 818.4 μL m⁻² d⁻¹ with 69.1% Faraday efficiency and 44.3% conversion efficiency; and ID-TENG H₂ rate of ≈72.1 μL min⁻¹ at 2.5 Hz.
- MEG-based systems are intrinsically waterproof and can power electrolysis, but single devices have low voltage: reported H₂ rates include 7.5 × 10⁻² mL h⁻¹, 1.93 × 10⁻³ mL min⁻¹, and 0.76 × 10⁻³ mL min⁻¹ for a MEG-ball network; eight series-connected MEG balls reached a maximum voltage of 21.17 V.
- Solar-driven systems show high performance in some demonstrations: a floating perovskite/silicon tandem seawater electrolysis system reached 27.42% PCE and 20.61 ± 0.77% solar-to-hydrogen efficiency with 99.5 ± 3.7% faradaic efficiency; other reported STH efficiencies include 6.7%, 3.0%, 5.0%, and 7.7%, while a floatable photocatalytic nanocomposite produced 163 mmol h⁻¹ m⁻² versus 77.2 mmol h⁻¹ m⁻² in the sunken state and 0.504 L h⁻¹ m⁻² in scaled testing.
Methods
- Design: narrative review of blue-energy conversion platforms—TENGs, MEGs, and solar cells—and their integration with self-powered water/seawater electrolysis for H₂ fuel production.
- Data/sample: no new experimental sample; the paper synthesizes and compares previously reported devices and systems, including TENG-, MEG-, solar-cell-, and hybrid-driven electrolysis demonstrations.
- Main analysis: comparative analysis of working principles, device configurations, power management needs, and reported H₂/O₂ generation rates, with discussion of scaling toward voltages above the electrochemical threshold.
Limitations
- The paper states that TENG efficiency diminishes when dielectric materials contact water, and that TENGs face low current values and component degradation from friction; MEGs are constrained by low voltage output, and a single MEG does not provide sufficient voltage for H₂ generation; solar cells face stability issues under humidity/heat, require encapsulation in harsh sea environments, and have limited underwater light absorption and low large-scale STH efficiency; seawater electrolysis lacks high-performance electrocatalysts and suffers from low seawater conductivity and corrosiveness; hybrid systems may suffer output mismatch and have not yet shown dramatic performance improvement.
- The text also makes evident that this is a review without new experimental validation, and that comparisons across cited systems are complicated by differing electrolytes, electrodes, device areas, operating conditions, and metrics, with the paper itself calling for standards for novel electrodes and electrochemical property comparisons.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
26 of 145 cited sources checked · 10 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Cost-effective technologies for green H2 production involve direct water-splitting using an energy conversion system driven by sustainable energy.
“Cost-effective technologies for green H 2 production involve direct water-splitting using an energy conversion system driven by sustainable energy.[28,29]”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [28] source
- cites [29] source
The Abstract (page unavailable) calls electrochemical water splitting using renewable electricity a promising hydrogen-production pathway, supporting the method described. It notes falling renewable-electricity prices but does not establish that the resulting green-hydrogen production technologies are cost-effective. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
Ock et al. innovated a self-powered seawater-splitting system using a MEG-based ball network to address the low voltage limitation.
“In Figure 7k, Ock et al. [236] have innovated a self-powered seawater-splitting system using a MEG-based ball network to address the low voltage limitation.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [236] source
- Premisecitation
Kim et al. achieved an unbiased STH water-splitting efficiency of 7.7% using a tandem cell composed of dual photoanodes and a silicon solar cell.
“Kim et al. [250] achieved an unbiased STH water-splitting efficiency of 7.7%, approaching the efficiency goal (>10%) required for practical solar H 2 production using a tandem cell composed of dual photoanodes and a silicon solar cell.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [250] source
- Premisecitation
EMGs face difficulties in effective energy harvesting due to low conversion efficiency at the general frequency of ocean waves.
“EMGs face difficulties in effective energy harvesting due to low conversion efficiency at the general frequency of ocean waves.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [55][56][57][58]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
MEGs can convert mechanical force into electricity through the magnetoelastic effect in a soft materials system.
“The magnetoelastic generators can convert mechanical force into electricity through the magnetoelastic effect in a soft materials system.[139]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [139] source
- Premisecitation
Lateral sliding mode presents specific challenges due to frictional heat generation, which can potentially reduce performance efficiency and durability.
“However, it is worth noting that the lateral sliding mode presents specific challenges due to frictional heat generation, which can potentially reduce the performance efficiency and durability of the device.[134]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [134] source
- Premisecitation
Reaching the water-splitting operation voltage becomes easily achievable through the integration or combination of two or more photovoltaic devices.
“Reaching the water-splitting operation voltage becomes easily achievable through the integration or combination of two or more photovoltaic devices.[164,165]”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation
Seawater-splitting holds promise for large-scale H2 production.
“attention has shifted toward seawatersplitting, holding promise for large-scale H 2 production.[37][38][39][40][41]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [37][38][39][40][41]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
MEGs can serve as a promising energy conversion technology to harvest energy from ambient mechanical motions.
“The MEGs can serve as a promising energy conversion technology to harvest energy from ambient mechanical motions.[147][148][149][150][151]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [147][148][149][150][151]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
EMGs have high installation and maintenance costs.
“There are also high installation and maintenance costs, although efforts are underway to improve energy conversion capabilities gradually.[55][56][57][58]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [55][56][57][58]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Tidal, osmotic, wave, and thermal sources in total surpass global electricity demand.
“Tidal (800 TWh per year), osmotic (2000 TWh per year), wave (8000 to 80 000 TWh per year), and thermal sources (10 000 to 87 600 TWh per year) constitute promising energy sources that, in total, surpass global electricity demand.[14,15]”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation
Solar cells based on organic materials easily degrade in humidity and heat, shortening device lifetimes.
“Solar cells based on organic materials easily degrade in humidity and heat, shortening device lifetimes.[183][184][185][186][187]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [183][184][185][186][187]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
A substantial magnetoelastic effect has been discovered in soft polymer systems.
“More recently, a substantial magnetoelastic effect has been discovered in soft polymer systems, [139] leading to the development of a fundamentally new platform technology for sustainable energy and personalized healthercare.[116,139,144,145]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [139] source
- Premisecitation
Interfacial engineering, such as ETL and/or HTL, is highly effective in enlarging photovoltaic performance, reaching theoretical efficiency.
“Interfacial engineering, such as ETL and/or HTL, is highly effective in enlarging photovoltaic performance, reaching theoretical efficiency.[166][167][168]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [166][167][168]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
At a frequency of 2.5 Hz, the calculated H2 production rate is ≈72.1 μL min-1.
“At a frequency of 2.5 Hz, the calculated H 2 production rate is ≈72.1 μL min -1 .”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [234] source
- Premisecitation
The SCC-TENG, harvesting wave energy at 0.5 Hz, demonstrated the production of H2 bubbles at voltages exceeding 3 V.
“The SCC-TENG, harvesting wave energy at 0.5 Hz, demonstrated the production of H 2 bubbles at voltages exceeding 3 V.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [233] source
- Premisecitation
The MEG-powered configuration demonstrates the ability to generate H2 at a rate of 7.5 × 10-2 mL h-1 over time.
“This MEG-powered configuration demonstrates the ability to generate H 2 at a rate of 7.5 × 10 -2 mL h -1 over time (Figure 7d).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [149] source
- Premisecitation
To drive CO2RR and OER, a minimum voltage of 1.9 V is required.
“To drive CO 2 RR and OER, a minimum voltage of 1.9 V is required.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [230] source
- Premisecitation
Li et al. constructed a self-powered water-splitting system utilizing a disk-shaped TENG.
“Li et al. [232] also constructed a self-powered water-splitting system utilizing a disk-shaped TENG illustrated in Figure 6f.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [232] source
- Premisecitation
Zhao et al. introduced a self-powered water-splitting system based on a MEG that operates in harsh ocean environments.
“Zhao et al. [149] introduced a self-powered water-splitting system based on a MEG that operates in harsh ocean environments.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [149] source
- Study design and conductcitation
The wave-energy-driven CO2RR system underwent field testing with a demonstration using four spherical TENGs.
“Furthermore, the wave-energy-driven CO 2 RR system underwent field testing with a demonstration using four spherical TENGs (Figure 5m).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [230] source
- Premisecitation
Tang et al. pioneered the first self-powered water-splitting system utilizing a TENG.
“Tang et al. [231] pioneered the development of the first selfpowered water-splitting system utilizing a TENG.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [231] source
- Premisecitation
Practical water decomposition thresholds demand higher voltages to overcome activation barriers caused by overpotential.
“While electrochemical water-splitting requires a theoretical voltage of 1.23 V according to thermodynamics, practical water decomposition thresholds demand higher voltages to overcome activation barriers caused by overpotential.[209,210]”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationown data
This observation indicates a direct conversion of blue energy into H2 energy.
“This observation indicates a direct conversion of blue energy into H 2 energy.”
Quote in the paperSubstantial claim - Premisecitation
Once charged up to 4.5 V, the capacitor was discharged to produce H2 at the cathode and O2 at the anode.
“Once charged up to 4.5 V, the capacitor was discharged to produce H 2 at the cathode and O 2 at the anode, and Figure 6e shows the gas evolution.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [231] source
- Premisecitation
With a connected TENG rotating at 600 rpm, H2 was produced at a rate of 6.25 × 10-3 mL min-1 in a 30% KOH solution.
“With a connected TENG rotating at a speed of 600 rpm, H 2 was produced at a rate of 6.25 × 10 -3 mL min -1 in a 30% KOH solution (Figure 6c).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [231] source
- Premisecitation
Three capacitors, each charged to 5 V in parallel, are connected to the water-splitting system of Pt-Pt electrodes in a saturated NaCl solution and discharged to 1.5 V, demonstrating H2 generation on the cathode.
“Three capacitors, each charged to 5 V in parallel, are connected to the watersplitting system of Pt-Pt electrodes in a saturated NaCl solution.They are discharged to 1.5 V, demonstrating H 2 generation on the cathode (Figure 6r).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [234] source
- Premisecitation
Leung et al. present an investigation into the production of formic acid (HCOOH) through electrochemical CO2 RR powered by ocean wave energy harvested via spring-assisted spherical TENGs.
“Leung et al. [229] present an investigation into the production of formic acid (HCOOH), one of the carbon-based liquid fuels, through electrochemical CO 2 RR powered by ocean wave energy harvested via spring-assisted spherical TENGs (Figure 5j).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [229] source
- Premisecitation
Zhang et al. reported a floating TENG in a self-powered system that harnesses ocean wave energy through an ID-TENG to produce H2 via seawater electrolysis.
“This system harnesses ocean wave energy through an Instantaneous Discharging TENG (ID-TENG) to produce H 2 via seawater electrolysis.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [234] source
- Premisecitation
Challenges persist in H2 generation from seawater.
“Despite numerous research efforts to enhance the efficiency of seawater electrolysis, challenges persist in H 2 generation from seawater.[38,41,217,219]”
Quote in the paperSubstantial claim0 of 4 sources checked - Premisecitation
The process of water-splitting into H2 and O2 entails an uphill chemical reaction that necessitates electrical external energy input.
“The process of water-splitting into H 2 and O 2 entails an uphill chemical reaction that necessitates electrical external energy input.[37]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [37] source
- Premisecitation
The HRWF-TENG utilizes self-rectification through only two diodes, enabling direct generation of DC output.
“Unlike conventional power management systems, the HRWF-TENG utilizes self-rectification through only two diodes, enabling the direct generation of DC output.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [232] source
- Premisecitation
The TEHG efficiently demonstrates H2 gas evolution on the Pt electrode within 2 s upon the application of power under underwater wave conditions.
“The TEHG efficiently demonstrates H 2 gas evolution on the Pt electrode within 2 s upon the application of power under underwater wave conditions, as shown in Figure 5e.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [227] source
- Premisecitation
Feng et al. designed a floating TENG network, incorporating power management modules to transform blue energy into green resources within a self-powered electrochemical system.
“Feng et al. [233] have designed a floating TENG network, incorporating power management modules to transform blue energy into green resources within a self-powered electrochemical system (Figure 6k).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [233] source
- Premiseown data
Under highly turbid water conditions mimicking natural environments, the sunken photocatalysts exhibit a significantly lower H2 production rate than the floatable nanocomposites due to light attenuation.
“Moreover, under highly turbid water conditions mimicking natural environments, the sunken photocatalysts exhibit a significantly lower H 2 production rate than the floatable nanocomposites due to light attenuation (Figure 8m,n).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [245] source
- Premisecitation
Different active areas of triple junction solar cells (1 × 1, 2 × 2, 3 × 3, 7.3 × 7.3 cm2) show a decrease in the fill factor from 71.2% to 56.1%.
“Different active areas of triple junction solar cells (1 × 1, 2 × 2, 3 × 3, 7.3 × 7.3 cm 2 ) were compared to exhibit a trade-off between electrical and optical properties (conductivity and transmittance), showing a decrease in the fill factor from 71.2% to 56.1%.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [251] source
- Premiseown data
The integrated water-splitting module at zero bias maintained its current value under constant operation for 80 min.
“In addition, the operation curves are plotted in Figure 9r, corresponding to the point of operation of the module at zero bias (V = 0), maintaining its current value under constant operation for 80 min.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [251] source
- Premisecitation
Lee et al. presented a floatable photocatalytic platform using a porous elastomer-hydrogel nanocomposite.
“Lee et al. [245] have addressed these challenges by presenting a floatable photocatalytic platform using a porous elastomer-hydrogel nanocomposite (Figure 8k).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [245] source
- Premisecitation
Wei et al. developed a self-powered photoelectrochemical (PEC) water-splitting system based on hematite photoanodes driven by a rotatory disc-shaped triboelectric nanogenerator (RD-TENG).
“Wei et al. [252] developed a self-powered PEC water-splitting system based on hematite photoanodes driven by a rotatory discshaped TENG (RD-TENG).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [252] source
- Premisecitation
The MEG, directly driving the water-splitting system without energy storage, exhibits an H2 production rate of 1.93 × 10-3 mL min-1.
“Furthermore, the MEG, directly driving the water-splitting system without energy storage, exhibits an H 2 production rate of 1.93 × 10 -3 mL min -1 (Figure 7j).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [235] source
- Premisecitation
The solar seawater-splitting device exhibited an STH efficiency of 20.61 ± 0.77%, determined from the steady-state output of the mean seawater-splitting current density of 16.84 mA cm-2 over 25 h.
“Furthermore, the solar seawater-splitting device exhibited an STH efficiency of 20.61 ± 0.77%, determined from the steady-state output of the mean seawater-splitting current density of 16.84 mA cm -2 over 25 h (Figure 8d).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [239] source
- Premisecitation
The operating current density (Jop) of the integrated device is determined to be 5.5 mA cm-2.
“The operating current density (J op ) of the integrated device is determined to be 5.5 mA cm -2 (Figure 8h).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [240] source
- Premiseown data
A 1-m2-scale array of nanocomposites can produce 79.2 mL of H2 per day under natural sunlight irradiation with an average intensity of 0.732 kW m-2.
“Furthermore, a 1-m 2 -scale array of nanocomposites can produce 79.2 mL of H 2 per day under natural sunlight irradiation with an average intensity of 0.732 kW m -2 (Figure 8o).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [245] source
- Premisecitation
The floatable nanocomposites show a twofold increase in the H2 evolution rate (163 mmol h-1 m-2) compared to the sunken nanocomposites (77.2 mmol h-1 m-2).
“The floatable nanocomposites show a twofold increase in the H 2 evolution rate (163 mmol h -1 m -2 ) compared to the sunken nanocomposites (77.2 mmol h -1 m -2 ).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [245] source
- Premisecitation
Ock et al. reported a self-powered water-splitting system employing hydropower-driven MEG.
“Ock et al. [235] have reported on a self-powered water-splitting system employing hydropower-driven MEG.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [235] source
- Premisecitation
Scaling up the floating photocatalytic nanocomposites to a practical application (11.5 × 11.5 cm) achieves an H2 evolution rate of 0.504 L h-1 m-2 (11.3 mmol h-1 m-2) under 1-sun intensity conditions.
“Scaling up the floating photocatalytic nanocomposites to a practical application (11.5 × 11.5 cm) demonstrates the scalable production of H 2 , achieving an H 2 evolution rate of 0.504 L h -1 m -2 (11.3 mmol h -1 m -2 ) under 1-sun intensity conditions.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [245] source
- Premiseown data
Long-term stability testing shows the current density of the integrated device degrading to ≈77% of its initial value within 700 s.
“J op , slightly lower than 5.5 mA cm -2 , is confirmed in Figure 8i, and long-term stability testing shows the current density degrading to ≈77% of its initial value within 700 s (Figure 8j).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [240] source
- Interpretationreasoning
For effective and sustainable energy conversion, a DC output with a higher working potential is required to overcome the overpotential of electrochemical reactions and the ohmic resistance of the integrated device system.
“For effective and sustainable energy conversion, a DC output with a higher working potential is required to overcome the overpotential of electrochemical reactions and the ohmic resistance of the integrated device system.”
Quote in the paperSubstantial claim - Interpretationnone given
Despite their extremely low inner resistance, enabling high power output, a single MEG device alone does not provide a sufficient output voltage for H2 generation.
“Despite their extremely low inner resistance, enabling high power output, a single device alone does not provide a sufficient output voltage for H 2 generation.”
Quote in the paperSubstantial claim - Premisecitation
Liang et al. reported an integrated device with PSC and electrocatalyst electrodes constructed on a single substrate.
“Liang et al. [240] reported an integrated device with PSC and electrocatalyst electrodes constructed on a single substrate.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [240] source
- Premisecitation
During water-splitting, the evolution of H2 and O2 gas volumes over time was collected, as expected, for a faradaic efficiency of 100% via Faraday's law of electrolysis.
“During water-splitting, the evolution of H 2 and O 2 gas volumes over time was collected, as expected, for a faradaic efficiency of 100% via Faraday's law of electrolysis (Figure 9s).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [251] source
- Premisecitation
Zhai et al. reported an automatic, high-efficiency self-powered PEC water-splitting system coupled with TENGs that converts blue energy (mechanical and solar energies) to chemical energy (H2 energy).
“Zhai et al. [253] also reported an automatic, high-efficiency selfpowered PEC water-splitting system coupled with TENGs converting blue energy (mechanical and solar energies) to chemical energy (H 2 energy).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [253]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Hybridization of ocean energy harvesting devices has not yet demonstrated a dramatic performance improvement.
“Furthermore, hybridization has not yet demonstrated a dramatic performance improvement.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 31
- May combine two claims. 68
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe high efficiency of a perovskite solar cell (PSC) is associated with a high absorption coefficient, direct bandgap transition, low effective mass, long diffusion length, and relatively high carrier mobility of free electrons and holes.
“The high efficiency of a perovskite solar cell (PSC) is associated with a high absorption coefficient, direct bandgap transition, low effective mass, long diffusion length, and relatively high carrier mobility of free electrons and holes.[162,163]”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [162] source
- cites [163] source
The Introduction links high perovskite solar-cell efficiency to large absorption coefficients and long diffusion lengths, and mentions tunable bandgaps and charge-carrier lifetimes. It does not establish a direct bandgap transition, low effective mass, or relatively high mobility of free electrons and holes as contributors to that efficiency. Page numbers are not available in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationConventional electrolysis achieves high energy efficiency (60-70%).
“Despite achieving high energy efficiency (60-70%) [19] and developing electrocatalysts for electrode materials aimed at reducing overpotential”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [19] source
May combine two claims.
PremisecitationSingle-electrode mode offers the simplest TENG structure design, but its performance can be hampered by electrostatic shielding.
“While the single-electrode mode offers the simplest TENG structure design, its performance can be hampered by electrostatic shielding.[136,137]”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [136] source
- cites [137] source
Sections 2.1–2.2 describe a contact-mode freestanding F-TENG with two electrodes, not the relative simplicity of single-electrode mode. Searches for “single-electrode” and “shielding” found no passage addressing whether electrostatic shielding hampers that mode’s performance. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOcean covers 71% of Earth's surface.
“Ocean energy emerges as one of the most efficient and accessible energy sources, since ocean covers 71% of the Earth's surface.[5,6]”
Quote in the paperNot a substantial claim1 of 2 sources checkedMay combine two claims.
PremisecitationWater electrolysis still necessitates a continuous input of high-purity electrolyte and an external power supply to maintain the system.
“water electrolysis still necessitates a continuous input of high-purity electrolyte and an external power supply to maintain the system.[29,36]”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [29] source
The Operating conditions section says experiments usually use a power supply, and the Reversible hydrogen electrode section stresses electrolyte purity for low-current-density experiments. Neither establishes that water electrolysis generally requires a continuous input of high-purity electrolyte; the Cell design section says an H-cell can instead recirculate electrolyte. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [36] source
The Methods section says the tested cells used 1 M NaOH in deionized water and connected the primary electrodes to a power source. It does not say that a continuous input of high-purity electrolyte is necessary. The Methods also describe a solar-powered test with no additional external bias, so the claim that an external power supply is always required overstates the paper. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThin perovskite active layer materials may generate fewer photons, resulting in a smaller current density in PSC devices, while thicker perovskite materials impact a high recombination rate, affecting overall performance.
“For instance, thin perovskite active layer materials may generate fewer photons, resulting in a smaller current density in PSC devices, while thicker perovskite materials impact a high recombination rate, affecting overall performance.[177,178]”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [177] source
The Discussion says carrier recombination affects diffusion length and solar-cell performance. But the Methods describe a film of approximately 230 nm, and the paper does not establish that thinner layers reduce current density or that thicker layers increase recombination. Its support is limited to the general performance effect of recombination, not the claimed thickness trade-off. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [178] source
May combine two claims.
PremisecitationOcean energy is one of the most efficient and accessible energy sources.
“Ocean energy emerges as one of the most efficient and accessible energy sources, since ocean covers 71% of the Earth's surface.[5,6]”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [5] source
- cites [6] source
Section 1.2, “Water and waves” (page unavailable), says about 70% of the globe is water and describes a global wave-energy resource, supporting the claim’s broad premise. It does not rank ocean energy among the most efficient or accessible energy sources; it notes that suitable sites are constrained by water depth and distance to users. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationEncapsulation is still required in harsh environments like the sea, and challenges such as solar cell module integration, volume reduction, and flexibility remain to be addressed.
“However, encapsulation is still required in harsh environments like the sea, and challenges such as solar cell module integration, volume reduction, and flexibility remain to be addressed.[157,196]”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [157] source
Sections 5.4–5.5 describe module-development challenges and say encapsulation is important for stability under outdoor stresses. Section 5.2 discusses a fabrication difficulty with flexible substrates, but also reports a flexible module. The cited passages do not address marine conditions or volume reduction, so those specifics are unsupported. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [196] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOcean wave energy exhibits vertical oscillations due to wave motion and directional influences from the wind, resulting in a specific range of frequencies.
“Ocean wave energy exhibits vertical oscillations due to wave motion and directional influences from the wind, resulting in a specific range of frequencies.[222,223]”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [222] source
The title and Keywords section describe low-frequency water waves, supporting the claim’s general point about wave frequency. The passages do not describe vertical oscillations, attribute directional effects to wind, or give a specific frequency range; searches for those terms found no further support. (LLM, conf=0.70)
Experimental — accuracy not yet measured - cites [223] source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationSeawater-splitting was first investigated by Bennett, involving the HER at the cathode and the chlorine evolution reaction (CIER) at the anode-a two-electron process that yields chlorine or hypochlorite as the value-added product.
“Seawater-splitting was first investigated by Bennett, [215] involving the HER at the cathode and the chlorine evolution reaction (CIER) at the anode-a two-electron process that yields chlorine or hypochlorite as the value-added product.[42]”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [215] source
- cites [42] source
The paper’s introductory discussion (indexed under Abstract; page unavailable) describes chlorine evolution as a two-electron reaction, calls chlorine a high-value product, and shows a two-electron pathway to hypochlorite. It does not describe hypochlorite as a value-added product; it treats hypochlorite formation as a competing reaction that its seawater-splitting system seeks to avoid. The Bennett priority claim is attached to a different citation, [215], rather than this source’s [42]. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe biased photocurrents of HDP (BiVO4||Fe2O3) reached over 8.3 mA cm-2 at 1.15 V RHE, with a stable photocurrent of 6 mA cm-2 recorded for a continuous 8 h, demonstrating water-splitting to 2H2 and O2 gases with almost complete faradaic efficiency.
“The biased photocurrents of HDP (BiVO 4 ||Fe 2 O 3 ) reached over 8.3 mA cm -2 at 1.15 V RHE (Figure 9i), with a stable photocurrent of 6 mA cm -2 recorded for a continuous 8 h, demonstrating water-splitting to 2H 2 and O 2 gases with almost complete faradaic efficiency (Figure 9j,k).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [250] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe self-powered MEG-based seawater-splitting system, driven by ocean wave energy, decomposes water into H2 and O2 using a Pt(cathode)-Pt(anode) two-electrode electrochemical cell in 3.5 wt% NaCl electrolyte, achieving a H2 production rate of 0.76 × 10-3 mL min-1.
“The self-powered MEG-based seawater-splitting system, driven by ocean wave energy (Figure 7o), decomposes water into H 2 and O 2 using a Pt(cathode)-Pt(anode) two-electrode electrochemical cell in 3.5 wt% NaCl electrolyte, achieving a H 2 production rate of 0.76 × 10 -3 mL min -1 (Figure 7p).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [236] source
May combine two claims.
PremisecitationThe output performance of the series-connected MEG balls linearly increases with the number, reaching a maximum voltage of 21.17 V when there are eight balls.
“The output performance of the series-connected balls linearly increases with the number, reaching a maximum voltage of 21.17 V when there are eight balls.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [236] source
May combine two claims.
PremisecitationUnder actual sunlight, unassisted solar water-splitting with an HDP-PV device tandem cell exhibited a photovoltage of 1.2 V and an STH conversion efficiency of 7.7%, corresponding to the crossing point of performance curves of photoanodes and the solar cell (6.3 mA cm-2).
“Under actual sunlight, unassisted solar water-splitting with an HDP-PV device tandem cell exhibited a photovoltage of 1.2 V and an STH conversion efficiency of 7.7%, corresponding to the crossing point of performance curves of photoanodes and the solar cell (6.3 mA cm -2 ) (Figure 9l,m).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [250] source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationTo address the issue of insufficient operational voltage of a single photovoltaic device for water-splitting, multiple devices are connected in series or tandem solar cells are employed.
“To address the issue of insufficient operational voltage of a single photovoltaic device for watersplitting, multiple devices are connected in series or tandem solar cells are employed.[164,237]”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [164] source
- cites [237] source
In the paper’s main text (pp. 3829–3831), Table 1 reports a higher open-circuit voltage for a perovskite/Si tandem cell than for the listed single-junction perovskite cells. The paper does not say that a single device’s operational voltage is insufficient for water splitting, or that connecting devices in series or using tandem cells addresses that problem. (LLM, conf=0.78)
Experimental — accuracy not yet measured
May combine two claims.
InterpretationcitationAchieving a high solar-to-hydrogen (STH) efficiency demands reducing the overpotential of overall water-splitting and developing system manufacturing technology.
“Additionally, achieving a high solar-tohydrogen (STH) efficiency demands reducing the overpotential of overall water-splitting and developing system manufacturing technology.[238]”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [238] source
May combine two claims.
PremisecitationZhang et al. introduced a hybrid energy harvesting system that captures wave and solar energy from the ocean using triboelectric nanogenerators and photovoltaic cells, estimating its energy harvesting capabilities based on actual ocean variations.
“Zhang et al. [254] introduced a hybrid energy harvesting system that captures wave and solar energy from the ocean using triboelectric nanogenerators and photovoltaic cells.”
- Also stated in: § 4.4. Hybridized Technologies for Hydrogen Production · hedged
“They estimated the energy harvesting capabilities based on actual ocean variations.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [254] source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Also stated in: § 4.4. Hybridized Technologies for Hydrogen Production · hedged
May combine two claims.
PremisecitationFour energy balls connected in series charged the fiber-supercapacitors to 1.3 V and then discharged the electrical energy to split seawater.
“After four energy balls in series charged the F-SCs to 1.3 V, they discharged the electrical energy to split seawater (Figure 10p).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [254] source
May combine two claims.
PremisereasoningThe S-TENG output performance varies with the shadow ratio caused by the Al ball, with optimal performance at a 50% half-shadow condition.
“The S-TENG output performance varies with the shadow ratio caused by the Al ball, with optimal performance at a 50% half-shadow condition, providing the maximum surface area for electron generation and collection.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [254] source
In Results, ‘Characteristics of the shadow-effect’ (page unavailable), the paper reports that the Au/n-Si system performed best at a 50% shadow-area ratio and that half-shadowing optimized the area for electron generation and collection. The ratio was tested using black paper, not an aluminum ball. ‘Application of the energy ball’ identifies an aluminum ball as the S-TENG’s shadow-casting object, but does not establish that 50% shadowing by that ball gives optimal S-TENG output. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationChallenges in seawater electrolysis for H2 production include the lack of high-performance electrocatalysts, the low conductivity of seawater, and the need to enhance electrolysis efficiency.
“Additionally, challenges in seawater electrolysis for H 2 production include the lack of high-performance electrocatalysts, the low conductivity of seawater, and the need to enhance electrolysis efficiency.[255][256][257]”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [255] source
- cites [256] source
The Introduction (pp. 2–3) identifies better electrocatalysts and improved efficiency as needs for anion exchange membrane water electrolysis. The Summary and Outlook (p. 12) identifies low ionic conductivity of the membrane as a challenge. These passages do not establish the claimed challenges specifically for seawater electrolysis or say that seawater itself has low conductivity (searched: seawater, seawater electrolysis). (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites [257] source
May combine two claims.
PremisecitationUnder dark conditions the S-TENG generates a typical tribo-induced AC signal of 0.01 μA cm−2, while under an illumination intensity of 90 mW cm−2 it generates a significantly increased DC signal of 34 μA cm−2.
“Under dark conditions, the S-TENG generates a typical tribo-induced AC signal of 0.01 μA cm -2 , while under an illumination intensity of 90 mW cm -2 , a significantly increased DC signal of 34 μA cm -2 is generated.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [254] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTENG operation is grounded in the coupling effect of contact electrification and electrostatic induction.
“The Triboelectric Nanogenerator (TENG) was introduced to the community in 2012, [59] with its operation grounded in the coupling effect of contact electrification (triboelectrification) and electrostatic induction.[59][60][61][62][63]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [59][60][61][62][63]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationH2 has exceptional combustion efficiency, nontoxic properties, environmentally benign combustion by-products (H2O), and renewable and storable characteristics.
“This is attributed to its high gravimetric energy density (143 MJ kg -1 ), exceptional combustion efficiency, nontoxic properties, environmentally benign combustion by-products (H 2 O), and renewable and storable characteristics.[21][22][23]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [21][22][23]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTENGs can be categorized into four fundamental working modes: vertical contact-separation, lateral-sliding, single-electrode, and freestanding triboelectric-layer.
“The TENGs can be categorized into four fundamental working modes: [64,71] 1) vertical contact-separation mode, [72][73][74][75][76][77][78] 2) lateral-sliding mode, [79][80][81][82][83] 3) single-electrode mode, [84][85][86][87][88] and 4) freestanding triboelectric-layer mode [89,90]”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationH2 has a high gravimetric energy density of 143 MJ kg-1.
“This is attributed to its high gravimetric energy density (143 MJ kg -1 ), exceptional combustion efficiency, nontoxic properties, environmentally benign combustion by-products (H 2 O), and renewable and storable characteristics.[21][22][23]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [21][22][23]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationConventional H2 production processes such as steam reforming of natural gas contribute significantly to CO and CO2 emissions, thus depleting natural resources.
“Furthermore, conventional H 2 production processes, such as steam reforming of natural gas, contribute significantly to carbon monoxide (CO) and carbon dioxide (CO 2 ) emissions, thus depleting natural resources.[24][25][26][27]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [24][25][26][27]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe Villari effect is the converse of the magnetostrictive effect and has been identified in rigid metals and metal alloys including Fe1-xCox, TbxDy1-xFe2 (Terfenol-D), and GaxFe1-x (Galfenol).
“This phenomenon, commonly known as the Villari effect, stands as the converse of the magnetostrictive effect and has been identified in a variety of rigid metals and metal alloys, including Fe 1-x Co x , [141] Tb x Dy 1-x Fe 2 (Terfenol-D), [142] and Ga x Fe 1-x (Galfenol).[143]”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationTheoretical global potential for various types of ocean energy is estimated at 337 GW, with global marine energy potential at 32 TW.
“Theoretical global potential for various types of ocean energy is estimated at 337 GW, with the global marine energy potential at 32 TW.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [11][12][13]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationCharge recombination affects device performance, especially open-circuit voltage (Voc), and is enhanced through structural modification by controlling films and lattice strain.
“Charge recombination (Figure 4d), affecting device performance, especially open-circuit voltage (V oc ), is enhanced through structural modification by controlling films and lattice strain.[171][172][173][174][175][176]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [171][172][173][174][175][176]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisenone givenTunable bandgaps ranging from 1.48 to 2.2 eV enable photovoltaic devices to achieve open-circuit voltages exceeding 1.0 V and high current density.
“Furthermore, tunable bandgaps ranging from 1.48 to 2.2 eV enable photovoltaic devices to achieve open-circuit voltages exceeding 1.0 V and high current density.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationDevice stability is a critical factor for utilizing solar cells as a power source.
“Device stability is a critical factor for utilizing solar cells as a power source.[179][180][181][182]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [179][180][181][182]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationFreestanding mode is unaffected by electrostatic shielding and minimizes friction between triboelectric layers, resulting in high device mechanical durability and energy conversion efficiency.
“In contrast to the single-electrode mode, the freestanding mode is unaffected by the electrostatic shielding effect and minimizes friction between the triboelectric layers, resulting in high device mechanical durability and energy conversion efficiency.[92,138]”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationCommercial solar cells are silicon-based devices with high module efficiency (15-22%) and long lifespan, widely utilized in various fields.
“Commercial solar cells are silicon-based devices with high module efficiency (15-22%) and long lifespan, widely utilized in various fields such as residential and commercial solar power systems, solar energy plants, solar panel roads, etc. [197]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [197] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationElectrical energy generated from ocean energy sources is projected to reach 885 TWh.
“The electrical energy generated from ocean energy sources is projected to reach 885 TWh”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [11][12][13]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMagnetoelasticity was initially observed by Emilio Villari in 1865.
“Magnetoelasticity was initially observed by the Italian experimental physicist Emilio Villari in 1865.[140]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [140] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe wide ocean is rich in various forms of renewable energy in water waves, wind, and solar radiation.
“The wide ocean is rich in various forms of renewable energy in water waves, wind, and solar radiation, offering a substantial contribution to the global energy landscape.[16][17][18]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16][17][18]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationAt a rotating speed of 120 rpm, the O2 production rate for the HRWF-TENG system is 2.79 μL min-1, while the calculated H2 production rate is 5.58 μL min-1.
“At a rotating speed of 120 rpm, the O 2 production rate for the HRWF-TENG system is 2.79 μL min -1 , while the calculated H 2 production rate is 5.58 μL min -1 (Figure 6i).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [232] source
May combine two claims.
PremisecitationSeawater electrolysis has the advantage of providing pure drinking water and purifying contaminated seawater, contributing to environmental sustainability.
“Besides directly producing clean energy in coastal areas and islands, seawater electrolysis has the advantage of providing pure drinking water and purifying contaminated seawater, contributing to environmental sustainability.[219][220][221]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [219][220][221]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationAt a maximum speed of 140 rpm, the O2 production rate is 6.16 μL min-1, and the calculated H2 production rate is 12.32 μL min-1.
“The H 2 and O 2 generation rates vary with rotation speeds, reaching a maximum speed of 140 rpm, where the O 2 production rate is 6.16 μL min -1 , and the calculated H 2 production rate is 12.32 μL min -1 (Figure 6j).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [232] source
May combine two claims.
PremisecitationElectrochemical water-splitting is a regenerative life-supporting system and represents one of the most efficient strategies for the carbon-free production of green H2 fuel.
“Electrochemical water-splitting is a regenerative life-supporting system and represents one of the most efficient strategies for the carbon-free production of green H 2 fuel.[205][206][207]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [205][206][207]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningTENGs are fabricated with lightweight dielectric materials and operate based on four fundamental working modes, making them suitable for harnessing ocean wave energy with floating devices on the water surface.
“TENGs are fabricated with lightweight dielectric materials and operate based on four fundamental working modes, making them suitable for harnessing ocean wave energy with floating devices on the water surface, allowing for diverse forms of development.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAt discharge voltages exceeding 3.5 V, the SCC-TENG produced H2 fuel at a rate of 818.4 μL m-2 d-1 with a Faraday efficiency of 69.1% and a conversion efficiency of 44.3%.
“At discharge voltages exceeding 3.5 V, it exhibited a more apparent and continuous precipitation time, producing H 2 fuel at a rate of 818.4 μL m -2 d -1 with a Faraday efficiency of 69.1% and a conversion efficiency of 44.3% (Figure 6n).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [233] source
May combine two claims.
Interpretationnone givenNetworking of TENG units enhances power output, enabling efficient H2 fuel production.
“Additionally, the networking of TENG units enhances power output, enabling efficient H 2 fuel production.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe multilayered z-folded TENG maximizes the contact area.
“The multilayered z-folded TENG maximizes the contact area”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [229] source
May combine two claims.
PremisecitationElectrolysis process is a promising approach for producing green H2 fuel, known for its efficiency and economic viability.
“The electrolysis process is a promising approach for producing green H 2 fuel, known for its efficiency and economic viability.[202][203][204]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [202][203][204]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationThe disk-shaped TENG generated electricity directly from water motion, eliminating the need for an external power source to drive the water-splitting system.
“The disk-shaped TENG generated electricity directly from water motion, eliminating the need for an external power source to drive the water-splitting system (Figure 6b).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [231] source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationElectrochemical water-splitting requires a theoretical voltage of 1.23 V according to thermodynamics.
“While electrochemical water-splitting requires a theoretical voltage of 1.23 V according to thermodynamics, practical water decomposition thresholds demand higher voltages to overcome activation barriers caused by overpotential.[209,210]”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationSeawater electrolysis holds the potential for massive green H2 production, distinct from pure water electrolysis, due to the abundant and infinite supply of seawater electrolytes.
“Seawater constitutes 96.5% of Earth's water sources; seawater electrolysis holds the potential for massive green H 2 production, [216][217][218] distinct from pure water electrolysis, due to the abundant and infinite supply of seawater electrolytes.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [216][217][218]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenTENGs are often fabricated with dielectric films of relatively lightweight materials, making them well-suited for harnessing wave energy on the ocean surface.
“TENGs are often fabricated with dielectric films of relatively lightweight materials, making them well-suited for harnessing wave energy on the ocean surface.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe process involves repetitive contact cycle or rubbing between two dielectric materials, resulting in AC output.
“This process involves the repetitive contact cycle or rubbing between two dielectric materials, resulting in AC output.[224][225][226]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [224][225][226]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationDeveloping solar cell systems on water surfaces or underwater has been proposed as a solution to land scarcity.
“Developing solar cell systems on water surfaces or underwater has been proposed as a solution to this issue.[198][199][200][201]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [198][199][200][201]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSeawater constitutes 96.5% of Earth's water sources.
“Seawater constitutes 96.5% of Earth's water sources; seawater electrolysis holds the potential for massive green H 2 production, [216][217][218] distinct from pure water electrolysis, due to the abundant and infinite supply of seawater electrolytes.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [216][217][218]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisenone givenThese challenges include the lack of high-performance electrocatalysts for the OER and the HER, hindered by high energy barriers, low electrolysis efficiency, and the low conductivity of seawater with limited surface active sites.
“These challenges include the lack of high-performance electrocatalysts for the OER and the HER, hindered by high energy barriers, low electrolysis efficiency, and the low conductivity of seawater with limited surface active sites.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationThe system comprises three primary components: a spring-assisted TENG for converting wave energy to electricity, a power management circuit consisting of bridge rectifiers and a supercapacitor, and a two-electrode electrochemical cell responsible for CO2 RR and the OER.
“The system comprises three primary components: 1) a springassisted TENG for converting wave energy to electricity, 2) a power management circuit consisting of bridge rectifiers and a supercapacitor, and 3) a two-electrode electrochemical cell responsible for CO 2 RR and the OER (Figure 5k).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [229] source
May combine two claims.
Interpretationnone givenThe device output voltage meets the basic requirements as a self-powered electrolysis power source, exceeding the onset potential of the electrochemical cell for H2 production.
“Specifically, the device output voltage meets the basic requirements as a self-powered electrolysis power source, exceeding the onset potential of the electrochemical cell for H 2 production.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone givenChallenges in high-performance energy harvesting devices include low current values and degradation of components due to friction.
“Additionally, challenges in high-performance energy harvesting devices include low current values and degradation of components due to friction.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe TENG charges the capacitor up to 3.9 V for electrochemical power generation, yielding formic acid production at a rate of 0.067 μmol per 0.57 mg cm-2.
“Therefore, the TENG charges the capacitor up to 3.9 V for electrochemical power generation, yielding formic acid production at a rate of 0.067 μmol per 0.57 mg cm -2 , respectively (Figure 5l).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [230] source
May combine two claims.
PremisecitationUnder ocean wave conditions, MSLT exhibited an output performance with a Voc of 80 V and a short-circuit current (Isc) of 14 μA.
“Under ocean wave conditions, MSLT exhibited an output performance with a V oc of 80 V and a short-circuit current (I sc ) of 14 μA.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [228] source
May combine two claims.
PremisecitationThe charged capacitor facilitated electrolysis, resulting in seawater-splitting with the production of H2 bubbles on the surface of the Ni foam.
“The charged capacitor facilitated electrolysis, resulting in seawater-splitting with the production of H 2 bubbles on the surface of the Ni foam (Figure 5i).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [228] source
May combine two claims.
PremisecitationAn assembled solar seawater electrolysis system achieved a faradaic efficiency of 99.5 ± 3.7%, generating O2 on the anode and H2 on the cathode.
“An assembled solar seawater electrolysis system achieved a faradaic efficiency of 99.5 ± 3.7%, generating O 2 on the anode and H 2 on the cathode.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [239] source
May combine two claims.
PremisecitationKim et al. reported a wireless solar-powered water-splitting device that is highly efficient and durable for driving sustainable solar fuel production.
“Kim et al. [249] reported a wireless solar-powered water-splitting device that is highly efficient and durable for driving sustain-able solar fuel production (Figure 9a).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [249] source
May combine two claims.
PremisecitationThe output performance of the MEG energy harvesting system increases with the rotating speed and exhibits a dependence on the device's number.
“The output performance increases with the rotating speed and exhibits a dependence on the device's number, demonstrating an increase in output performance through output matching.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [235] source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenChallenges persist in the development of water-floating systems, including the difficulty of achieving water floating with hard substrates, limitations of floating platforms, and the low STH efficiency of large-scale systems.
“However, challenges persist in the development of water-floating systems, including the difficulty of achieving water floating with hard substrates, limitations of floating platforms, and the low STH efficiency of large-scale systems.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationPan et al. developed a floating electrolysis seawater device that can float on the water surface and is powered by monolithic perovskite/crystalline silicon tandem solar cells.
“Pan et al. [239] have developed a floating electrolysis seawater device that can float on the water surface and is powered by monolithic perovskite/crystalline silicon tandem solar cells.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [239] source
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningDesigning large-scale systems for effective conversion to green H2 fuel remains an ongoing challenge.
“Nevertheless, designing large-scale systems for effective conversion to green H 2 fuel remains an ongoing challenge.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe Co-Ci/H, 3% Mo:BiVO4 photoanode showed excellent stability with no change in photocurrent values over 12 h, and under 1 sun illumination, a faradaic efficiency (FE) of 100% was calculated for H2 and O2 generation.
“The Co-Ci/H, 3% Mo:BiVO 4 photoanode showed excellent stability with no change in photocurrent values over 12 h, and under 1 sun illumination, a faradaic efficiency (FE) of 100% was calculated for H 2 and O 2 generation (Figure 9c).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [249] source
May combine two claims.
PremisecitationInitially charged up to 9 V, the discharged capacitor maintains ≈6 s at 1.76 V, resulting in the generation of H2 and O2 bubbles at the cathode and anode.
“Initially charged up to 9 V, the discharged capacitor maintains ≈6 s at 1.76 V, resulting in the dramatic generation of H 2 and O 2 bubbles at the cathode and anode (Figure 7i).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [235] source
May combine two claims.
PremisecitationIn the RD-TENG-driven system, the AC output is transformed and rectified into a modified DC output that provides sufficient external bias to drive water splitting at the hematite photoanode, accelerating the rate of O2 evolution.
“In this system (Figure 10a), the AC output of the RD-TENG is transformed and rectified into a modified DC output, providing sufficient external bias to drive the water-splitting process based on the hematite photoanode, accelerating the rate of O 2 evolution.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [252] source
May combine two claims.
PremisecitationWhen the photoanode was placed on top, the efficiency and Jsc of the solar cell dropped to 10.2% and 14.0 mA cm-2, respectively, except for Voc.
“However, when the photoanode was placed on top, the efficiency and J sc of the solar cell dropped to 10.2% and 14.0 mA cm -2 , respectively, except for V oc (Figure 9d).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [249] source
May combine two claims.
PremisecitationThe actual stand-alone device showed a stable photocurrent of 3.5 mA cm-2 measured in unassisted solar water-splitting for a continuous 12 h, and the STH efficiency of 3.0% was estimated from the amount of gas evolution.
“The actual stand-alone device showed a stable photocurrent of 3.5 mA cm -2 measured in unassisted solar water-splitting for a continuous 12 h (Figure 9e), and the STH efficiency of 3.0% was estimated from the amount of gas evolution (Figure 9f).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [249] source
May combine two claims.
PremisecitationThe PSC adopts a structure of FTO glass/c-TiO2/m-TiO2/CH3NH3PbI3/carbon and achieves a solar-to-electric (STE) efficiency of 13.0% (Jsc = 20.5 mA cm-2, Voc = 0.98 V, FF = 0.64) under AM 1.5G solar illumination.
“The PSC adopts a structure of FTO glass/c-TiO 2 /m-TiO 2 /CH 3 NH 3 PbI 3 /carbon and achieves a remarkable solar-toelectric (STE) efficiency of 13.0% (J sc = 20.5 mA cm -2 , V oc = 0.98 V, and FF = 0.64) under AM 1.5G solar illumination, with protection provided by a surlyn film encapsulation.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [240] source
May combine two claims.
PremisecitationThe 64-unit solar cell module exhibited homogeneous characteristics, with efficiency between 9.8% and 10.3%.
“The 64-unit solar cell module exhibited homogeneous characteristics, with efficiency between 9.8% and 10.3% (Figure 9p).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [251] source
May combine two claims.
PremisecitationUnderwater solar cells face issues such as low water stability, low absorbance underwater, and technical limitations.
“Underwater solar cells have been considered and developed to cover the limited land installation area of conventional solar cells, [200,201,246] but they face issues such as low water stability, low absorbance underwater, and technical limitations.[247,248]”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationThe PSC exhibited an efficiency of 15.4%, a Voc of 1.07 V, a Jsc of 21.4 mA cm-2, and a FF of 67.5%.
“The PSC exhibited an efficiency of 15.4%, a V oc of 1.07 V, a J sc of 21.4 mA cm -2 , and a FF of 67.5%.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [249] source
May combine two claims.
PremisecitationTwo PSCs connected in series enhance the input potential for water-splitting, resulting in a Voc of 1.86 V and a high STE efficiency of 10.61%.
“Two PSCs are connected in series to enhance the input potential for water-splitting, resulting in a V oc of 1.86 V and a high STE efficiency of 10.61%.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [240] source
May combine two claims.
PremisecitationThe CoP nanorods require an overpotential of 1.74 V to attain a current density of 10 mA cm-2, and after 5 h they maintain ≈98% of the initial current.
“The overpotential required for the CoP nanorods to attain a current density of 10 mA cm -2 is 1.74 V, and even after 5 h, they maintain ≈98% of the initial current, demonstrating robust stability as anode for the OER and cathode for the HER.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [240] source
May combine two claims.
Premiseown dataThe H2 evolution rate of the RD-TENG-driven system is 5.56 μL min−1 at a rotation speed of 140 rpm, and increases to 6.67 μL min−1 when combined with solar energy.
“The rate of H 2 evolution is 5.56 μL min -1 at a rotation speed of 140 rpm, and when combined with solar energy, the light further accelerates water decomposition, resulting in a rate of 6.67 μL min -1 (Figure 10f).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [252] source
May combine two claims.
InterpretationreasoningThe integration of solar cells and electrochemical cells into one device has reduced contact resistance, leading to improved energy conversion efficiency.
“The integration of these two functions into one device has reduced contact resistance, leading to improved energy conversion efficiency.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationBecker et al. presented a stand-alone integrated solar water-splitting module with an active area of 64 cm2, demonstrating long-term stable operation.
“Becker et al. [251] presented a stand-alone integrated solar water-splitting module with an active area of 64 cm 2 , demonstrating long-term stable operation (Figure 9n).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [251] source
May combine two claims.
PremisecitationThe perovskite/silicon tandem solar cells exhibited a PCE of 27.42% (Jsc = 19.29 mA cm-2, Voc = 1.86 V, FF = 76.52%) with long-term stability over 120 h of operation under standard AM 1.5 G daylight.
“These tandem solar cells exhibited a PCE of 27.42% (short-circuit current (J sc ) = 19.29 mA cm -2 , V oc = 1.86 V, and fill factor (FF) = 76.52%) with long-term stability over 120 h of operation under standard AM 1.5 G daylight.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [239] source
May combine two claims.
Premiseown dataThe GUA-TENG-powered all-time system reaches a maximum H2 generation rate of 7.67 μL min−1 at 140 rpm, and at speeds exceeding 120 rpm it generates the same amount of H2 regardless of the presence of solar energy.
“The maximum H 2 generation rate is 7.67 μL min -1 at 140 rpm; however, at speeds exceeding 120 rpm, the system generates the same amount of H 2 regardless of the presence of solar energy (Figure 10k).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [253]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenDevices such as TENGs or MEGs with AC output may experience a reduction in performance due to output mismatch.
“However, devices such as TENG or MEG with AC output may experience a reduction in performance due to output mismatch.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone givenResults presented in previous studies have demonstrated high-performance H2 production rates and underscored the feasibility of modulus prototypes.
“The results presented in previous studies have demonstrated high-performance H 2 production rates and underscored the feasibility of modulus prototypes.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataExperimental results indicate that the reviewed ocean energy harvesting technologies significantly increase H2 production rate, bringing major breakthroughs to the renewable energy sector.
“Experimental results indicate that these technologies significantly increase H 2 production rate, bringing major breakthroughs to the renewable energy sector.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Interpretationnone givenThe marine solar cell integrated water-splitting system requires the development of device fabrication technologies together with an understanding of the working mechanism of single-unit devices, which is essential for realizing self-powered wireless devices.
“Furthermore, the marine solar cell integrated watersplitting system requires the development of device fabrication technologies accompanied by an understanding of the working mechanism of single-unit devices, which is essential for realizing self-powered wireless devices.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningMeeting the energy requirements for water-splitting as a power source demands a higher working potential than the onset voltage to drive electrochemical reactions and continuous charge transfer for regular H2 fuel production.
“Therefore, meeting the energy requirements for water-splitting as a power source demands a higher working potential than the onset voltage to drive electrochemical reactions and continuous charge transfer for regular H 2 fuel production.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenThe hybrid systems reviewed serve as examples of hybridization by additionally harvesting solar energy, which is consistently available during ocean energy harvesting.
“In this context, the systems we introduced serve as excellent examples of hybridization by additionally harvesting solar energy, which is consistently available during ocean energy harvesting.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The ocean is a promising and renewable clean energy reservoir that waits for further exploration.
“70% of the earth's surface is covered by the ocean, and it represents a promising and renewable clean energy reservoir that waits for further exploration.”
The paper relies on this without support.
The widespread commercialization of green H2 production remains a formidable challenge.
“Although hydrogen (H 2 ) boasts a high energy density of 143 MJ kg -1 and environmentally friendly attributes, the widespread commercialization of green H 2 production remains a formidable challenge.”
The paper relies on this without support.
The ocean presents an opportunity for generating H2 fuel through the process of seawater electrolysis.
“With huge amounts of water, the ocean presents an opportunity for generating H 2 fuel through the process of seawater electrolysis.”
The paper relies on this without support.
Additional efforts are required to optimize the chemical fuel conversion system for H2 gas generation.
“However, additional efforts are required to optimize the chemical fuel conversion system for H 2 gas generation.”
The paper relies on this without support.
Research on ocean solar cell systems is still required due to the dynamic nature of ocean environments, irregular power generation, and challenges in system development and maintenance.
“Conversely, research on ocean solar cell systems is still required due to the dynamic nature of ocean environments, irregular power generation, and challenges in system development and maintenance.”
The paper relies on this without support.
The ocean presents an opportunity for sustainable energy harvesting from waves, wind, and solar energy within the natural environment.
“The ocean presents an opportunity for sustainable energy harvesting from waves, wind, and solar energy within the natural environment.”
The paper relies on this without support.
Harvesting energy from these renewable sources offers a promising avenue for effective electrical energy generation and seawater-splitting.
“Harvesting energy from these renewable sources offers a promising avenue for effective electrical energy generation and seawater-splitting, as summarized in Figure 1.”
The paper relies on this without support.
Ocean wave energy, driven by wind, provides an infinite source of kinetic energy.
“Ocean wave energy, driven by wind, provides an infinite source of kinetic energy, and TENGs on the ocean surface can readily facilitate electrical energy conversion.”
The paper relies on this without support.
MEGs are intrinsically waterproof without requiring additional encapsulation.
“As a fundamentally new mechanical energy harvesting device, the MEGs are intrinsically waterproof without requiring additional encapsulation.”
The paper relies on this without support.
Water electrolysis necessitates a potential of 1.7-2 V.
“The water electrolysis process, which produces H 2 and O 2 , necessitates a potential of 1.7-2 V.”
The paper relies on this without support.
Ocean waves are low-frequency and unpredictable, which makes effectively harnessing ocean energy to meet energy requirements challenging.
“However, effectively harnessing it to meet our energy requirements remains challenging due to the low frequency and unpredictable nature of ocean waves.”
The paper relies on this without support.
Solar cells, particularly organic-based ones, have low stability under high humidity conditions (> 85%).
“However, the low stability of solar cells, particularly organicbased ones, under high humidity conditions (> 85%) remains a significant vulnerability, necessitating moisture-resistant treatments such as encapsulation.”
The paper relies on this without support.
Underwater sunlight absorption at depths of less than 5 m captures most wavelengths, while depths exceeding 50 m limit the absorbed wavelengths to the range of 400–600 nm.
“Additionally, sunlight absorption in underwater depths of less than 5 m captures most wavelengths, while depths exceeding 50 m limit the absorbed wavelengths to the range of 400-600 nm.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
HER and OER electrode assignments are reversed in the introduction
MinorThe introduction assigns hydrogen evolution to the anode and oxygen evolution to the cathode. Section 3.1 assigns hydrogen evolution to the cathode and oxygen evolution to the anode.
“Generally, conventional electrolysis relies on a two-electrode cell setup based on the electrochemical reactions of the anodic hydrogen evolution reaction (HER) and cathodic oxygen evolution reaction (OER) in the electrolyte solution.”
“In a two-electrode system for electrochemical water-splitting cells, the cathode facilitates the generation of H 2 through the HER, while the anode contributes to O 2 generation via the OER.”
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- Authors
- Ock, I. W., Yin, J., Wang, S., Zhao, X., Baik, J. M., & Chen, J.
- Affiliations
- University of California, Los Angeles (US)
- Sungkyunkwan University (KR)
- Corresponding author
- Baik, Jeong Min
- Chen, Jun
- Venue
- Advanced Energy Materials
- Publisher
- Wiley
- Published
- 2024-05-22
- Volume
- 15
- Issue
- 2
- ISSN
- 1614-6832 (ISSN-L)
- 1614-6840
- OpenAlex
- W4398205282
- Semantic Scholar
- 44e998dd18032851bb013a1d6370444a1f7644a1
- Cited by
- 64
- References
- 264
- Citations by year
- 2026: 18 · 2025: 39 · 2024: 7
- FWCI
- 6.82
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Advanced Energy Materials (publishedVersion, cc-by)
- Funders
- National Research Foundation
- National Research Foundation of Korea (2021R1A6A3A14045141)
- University of California, Los Angeles
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Energy › Energy Engineering and Power Technology › Hybrid Renewable Energy Systems
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Electrocatalysts for Energy Conversion
- Keywords
- salinity gradient energy, hydrogen production, seawater electrolysis, ocean energy harvesting, triboelectric nanogenerator, solar cells, wave energy, wind energy, self-powered devices, green hydrogen
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Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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