Cited by 64Advanced Sensor and Energy Harvesting MaterialsHybrid Renewable Energy SystemsElectrocatalysts for Energy Conversion

Advances in Blue Energy Fuels: Harvesting Energy from Ocean for Self‐Powered Electrolysis

Open access
Ock, Il Woo, Yin, Junyi, Wang, Shaolei, Zhao, Xun, Baik, Jeong Min, Chen, Jun·2025·Advanced Energy Materials

Abstract

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.

AI snapshot

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

Crossref · 10.1002/aenm.202400563

Cites

265 of 265 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
  • 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
  • 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
  • Classified as probably not a substantial claim. 31
  • May combine two claims. 68
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    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.

    “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).

    Premisecitation

    Conventional 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
  • May combine two claims.

    Premisecitation

    Single-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).

    Premisecitation

    Ocean 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 checked
    • cites [5] source
    • cites [6] source
  • May combine two claims.

    Premisecitation

    Water 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.

    Premisecitation

    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.

    “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.

    Premisecitation

    Ocean 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.

    Premisecitation

    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.

    “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).

    Premisecitation

    Ocean 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.

    Premisecitation

    Seawater-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
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    Premisecitation

    The 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
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    Premisecitation

    The 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
  • May combine two claims.

    Premisecitation

    The 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
  • May combine two claims.

    Premisecitation

    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).

    “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.

    Premisecitation

    To 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.

    Interpretationcitation

    Achieving 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
  • May combine two claims.

    Premisecitation

    Zhang 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
  • May combine two claims.

    Premisecitation

    Four 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
  • May combine two claims.

    Premisereasoning

    The 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.

    Premisecitation

    Challenges 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.

    Premisecitation

    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 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
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    TENG 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.

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    Premisecitation

    H2 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).

    Premisecitation

    TENGs 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 checked
    • cites [64] source
    • cites [71] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    H2 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.

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    Premisecitation

    Conventional 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.

    Premisecitation

    The 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 checked
    • cites [141] source
    • cites [142] source
    • cites [143] source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Theoretical 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.

    Premisecitation

    Charge 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 given

    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.

    “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 claim
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    Premisecitation

    Device 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.

    Premisecitation

    Freestanding 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 checked
    • cites [92] source
    • cites [138] source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Commercial 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).

    Premisecitation

    Electrical 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).

    Premisecitation

    Magnetoelasticity 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).

    Premisecitation

    The 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.

    Premisecitation

    At 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.

    Premisecitation

    Seawater 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.

    Premisecitation

    At 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.

    Premisecitation

    Electrochemical 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.

    Interpretationreasoning

    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.

    “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 claim
  • May combine two claims.

    Premisecitation

    At 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 given

    Networking 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The 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.

    Premisecitation

    Electrolysis 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.

    Premisecitation

    The 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).

    Premisecitation

    Electrochemical 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 checked
    • cites [209] source
    • cites [210] source
  • May combine two claims.

    Premisecitation

    Seawater 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 given

    TENGs 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The 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).

    Premisecitation

    Developing 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).

    Premisecitation

    Seawater 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 given

    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.

    “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 claim
  • May combine two claims.

    Premisecitation

    The 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 given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    Challenges 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 claim
  • May combine two claims.

    Premisecitation

    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.

    “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.

    Premisecitation

    Under 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.

    Premisecitation

    The 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.

    Premisecitation

    An 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.

    Premisecitation

    Kim 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.

    Premisecitation

    The 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 given

    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.

    “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 claim
  • May combine two claims.

    Premisecitation

    Pan 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).

    Interpretationreasoning

    Designing 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 claim
  • May combine two claims.

    Premisecitation

    The 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.

    Premisecitation

    Initially 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.

    Premisecitation

    In 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.

    Premisecitation

    When 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.

    Premisecitation

    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, 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.

    Premisecitation

    The 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.

    Premisecitation

    The 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.

    Premisecitation

    Underwater 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 checked
    • cites [247] source
    • cites [248] source
  • May combine two claims.

    Premisecitation

    The 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.

    Premisecitation

    Two 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.

    Premisecitation

    The 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 data

    The 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.

    Interpretationreasoning

    The 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 claim
  • May combine two claims.

    Premisecitation

    Becker 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.

    Premisecitation

    The 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 data

    The 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 given

    Devices 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    Results 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 claim
  • May combine two claims.

    Interpretationown data

    Experimental 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationnone given

    The 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    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 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    The 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
87 of 87
  • 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.”
13 of 13

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

    Minor

    The 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.

1 of 1

Cites

Flagged first, then by citations

Research works printed but not linked: 4

  1. Soerensen H. C., 2008, IPCC Scoping Meeting on Renewable Energy Sources, 93
  2. Kashyap V., 2023, Nano Res., 1
  3. Zhang H., 2022, Angew. Chem., Int. Ed., 61
  4. Zhai N., 2020, Adv. Energy Mater., 10

Cited by

Sorted by citations

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
Cited by
64
References
264
Citations by year
2026: 18 · 2025: 39 · 2024: 7
FWCI
6.82
Type
journal article
Language
en
Open access
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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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-12.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-12.

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