Cited by 9Additive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesErosion and Abrasive Machining

Towards Sustainability in Hydraulic Machinery Manufacturing by 3D Printing

Open access
Remache, Abel, Pérez-Sánchez, Modesto, Hidalgo, Víctor Hugo, Ramos, Helena M., Sánchez-Romero, Francisco-Javier·2024·Processes

Abstract

Material wear, maintenance costs, performance, efficiency, and corrosion are some of the issues that turbomachinery impellers may encounter. The optimization of impellers through additive manufacturing (AM) has been the focus of extensive research, aiming to address these challenges in turbine, pump, compressor, fan, and mixer components. This research aims to identify and analyze the main techniques currently being developed to tackle several of these issues. Evaluating the published research, the methodology highlights various AM techniques applied to impellers and related components, as well as the diverse materials used in functional system elements. The analysis revealed that the most commonly used additive manufacturing technologies for the production of turbomachinery components are FDM, with a 22% application rate, and powder bed fusion technology, accounting for 35%, utilized for high-complexity parts and even superalloys. Although more expensive, these technologies employ materials with superior resistance capabilities, surpass the limitations of conventional machining, optimize manufacturing times, and allow for the fine-tuning of multiple parameters. In terms of wear and corrosion resistance, materials such as Inconel 718 exhibited a loss of less than 0.1 mpy (mils per year) in highly corrosive environments, representing a significant improvement over traditional materials.

AI snapshot

Written from the paper’s full text.

TL;DR

This review surveys additive manufacturing (AM) techniques and materials used to produce turbomachinery impellers, with attention to wear, corrosion, cavitation, and sustainability. It finds powder bed fusion (35%) and FDM (22%) dominate applications, and that AM can cut weight, cost, and lead times while still facing porosity, post-processing, and scalability limits.

Key findings

  • Powder bed fusion technologies account for 35% of turbomachinery AM applications and FDM 22%; DMLS, LPBF, and SLM each show application rates above 3%.
  • Inconel 718 exhibited corrosion loss of less than 0.1 mpy in highly corrosive environments, a significant improvement over traditional materials.
  • DMLS-LPBF-SLM achieved nearly a 30% decrease in total impeller mass for Inconel 718 parts; BMD with AISI316L reduced environmental impacts by 54.6% versus commercial alternatives; SLS cut lead times to about two weeks versus 40–50 weeks for traditional methods.
  • FDM impellers in ABS-P430 showed efficiency 4–6% higher than cast iron and steel impellers on average; PETG-CF impellers reached 26.23% efficiency versus 27.7% for tin-bronze in hydrophore pumps.
  • Ti-6Al-4V lattice impellers reduced residual deformation by 20.19% and maximum residual stress by 8.72% versus solid compressor impellers; Al-Si-Mg samples printed via DMLS showed hardness 35% higher than the cast alloy.
  • WAAM with Inconel 625 showed a threefold reduction in energy consumption and material waste reduction from 85% to 35%.

Methods

  • Comprehensive literature review following criteria from Cooper et al. and Aguinis et al., structured in five phases (identification/initial selection, initial exclusion, detailed evaluation, further exclusion, final inclusion) per Alexander's guidance.
  • Searches in Scopus and WoS using Boolean equations combining impellers/turbomachinery with 3D printing, additive manufacturing, and specific AM techniques (DMLS-LPBF-SLM, FDM, SLS, DLP, Polyjet, SLA, BJP, BMD, EBM, MJF, LMD); reviews excluded, only scientific articles, conference papers, conference reviews, and book chapters considered.
  • Data organized into three groups (General Information; AM and Turbomachinery Data; Data Analysis), with co-occurrence analysis via VOSviewer; priority given to Q1/Q2 journals and studies with real-application evidence.

Limitations

  • The paper states that AM adoption in turbomachinery is limited by the number of materials used, their characteristics, and technological limitations; SLM shows porosity and structural defects, EBM faces high energy consumption and material recovery costs, and FDM generates considerable waste from support structures.
  • The paper notes that reuse of sintered powder in SLS and scalability of BMD for industrial applications remain critical areas for improvement, and that full life-cycle impacts of advanced Polyjet materials need assessment.
  • Evident from the text: the review reports no primary experimental data of its own, and several findings are drawn from single cited studies; the paper also notes that studies on microstructural defects from AM remain sparse, and that LMD has little evidence of large-scale turbomachinery use.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/pr12122664

Cites

139 of 139 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

36 of 80 cited sources checked · 18 supported · 0 flagged · accuracy not yet measured

  • Findingcitation

    3D-printed Inconel 718 (IN718) is a strong alternative to forged components, especially considering the printable dimensions.

    “For example, a study by [69] on impeller design revealed that 3D-printed Inconel 718 (IN718) is a strong alternative to forged components, especially considering the printable dimensions.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [69] Meli, 2020, A General Framework for Designing 3D Impellers Using Topology Optimization and Additive Manufacturing, IEEE Access source
  • Findingcitation

    The DMLS/SLM process has demonstrated the ability to produce impellers with excellent dimensional accuracy, surface finish, and material strength, as shown in prints made from 17-4 PH, Ti-6Al-4V, Inconel 625, and Inconel 718.

    “The DMLS/SLM process, in particular, has demonstrated the ability to produce impellers with excellent dimensional accuracy, surface finish, and material strength, as shown in prints made from materials such as 17-4 PH, Ti-6Al-4V, Inconel 625, and Inconel 718 [66][67][68].”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [66] Adiaconitei, A., Vintila, I.S., Mihalache, R., Paraschiv, A., Frigioescu, T., Vladut, M., and Pambaguian, L. (2021). A Study on Using the Additive Manufacturing Process for the Development of a Closed Pump Impeller for Mechanically Pumped Fluid Loop Systems. Materials, 14. source

      The Results (sections 3.1 and 3.2) report dimensional accuracy for SLM-printed Inconel 625 impellers and improved surface roughness after post-processing. The paper does not demonstrate material strength for those impellers or the claimed combination of properties across all four alloys: its Introduction discusses Ti-6Al-4V specimens and mentions an Inconel 718 impeller made elsewhere, while the cited passages do not address 17-4 PH. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [67] Meli, 2019, Design and Production of Innovative Turbomachinery Components via Topology Optimization and Additive Manufacturing, Int. J. Rotating Mach. source

      The paper’s Step 4/Step 5 discussion reports a DMLS-produced IN718 impeller prototype and favorable material properties. It also reports dimensional tolerances and surface roughness for an aluminum model, with the final roughness achieved through finishing. It does not demonstrate impeller prints in 17-4 PH, Ti-6Al-4V, or Inconel 625, or establish the claimed combination of properties across all four materials. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [68] Allison, T.C., Rimpel, A.M., Moore, J.J., Wilkes, J.C., Pelton, R., and Wygant, K. (2014, January 23–25). Manufacturing and Testing Experience with Direct Metal Laser Sintering for Closed Centrifugal Compressor Impellers. Proceedings of the 43rd Turbomachinery Symposium, Houston, TX, USA. source
  • Findingcitation

    For Ti-6Al-4V applied to impellers, residual deformation can be reduced by 20.19% compared to solid compressor impellers.

    “In the case of Ti-6Al-4V applied to impellers, research indicates that residual deformation can be reduced by 20.19% compared to solid compressor impellers, and the residual stress in lattice impellers is lower than in solid ones, with a reduction in the maximum residual stress by 8.72% [71,72].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [71] Jia, D., Li, F., and Zhang, Y. (2020). 3D-Printing Process Design of Lattice Compressor Impeller Based on Residual Stress and Deformation. Sci. Rep., 10. source
    • cites [72] Zhang, 2022, Residual Stress and Deformation Analysis of Lattice Compressor Impeller Based on 3D Printing Simulation, Mech. Adv. Mater. Struct. source
  • Interpretationreasoning

    The DMLS/SLM method offers performance comparable to that of forged materials.

    “This method offers performance comparable to that of forged materials.”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [66] Adiaconitei, A., Vintila, I.S., Mihalache, R., Paraschiv, A., Frigioescu, T., Vladut, M., and Pambaguian, L. (2021). A Study on Using the Additive Manufacturing Process for the Development of a Closed Pump Impeller for Mechanically Pumped Fluid Loop Systems. Materials, 14. source

      The Design Considerations section (no page number available) says the study compares SLM with conventional methods for manufacturing time and geometrical accuracy, not performance against forged materials. Searches for “forged” and comparable mechanical performance found no passage making that comparison. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [67] Meli, 2019, Design and Production of Innovative Turbomachinery Components via Topology Optimization and Additive Manufacturing, Int. J. Rotating Mach. source
    • cites [68] Allison, T.C., Rimpel, A.M., Moore, J.J., Wilkes, J.C., Pelton, R., and Wygant, K. (2014, January 23–25). Manufacturing and Testing Experience with Direct Metal Laser Sintering for Closed Centrifugal Compressor Impellers. Proceedings of the 43rd Turbomachinery Symposium, Houston, TX, USA. source
  • Findingcitation

    In materials such as AISI316L, BMD technology proves eco-efficient, reducing environmental impacts by 54.6% compared to commercial alternatives.

    “In materials such as AISI316L, BMD technology proves eco-efficient, reducing environmental impacts by 54.6% compared to commercial alternatives [123].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [123] Jayawardane, 2022, Investigating the ‘Techno-Eco-Efficiency’Performance of Pump Impellers: Metal 3D Printing vs. CNC Machining, Int. J. Adv. Manuf. Technol. source
  • May combine two claims. 54
  • Classified as probably not a substantial claim. 36
  • May combine two claims.

    Findingcitation

    PETG CF components achieve efficiencies of 26.23%, comparable to those of bronze materials.

    “while PETG CF components achieve efficiencies of 26.23%, comparable to those of bronze materials [118].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [118] Jabłońska, M., Jurczak, W., Ozimina, D., and Adamiak, M. (2023). Increasing the Operational Reliability of a Ship by Using a Composite Impeller in the Event of Hydrophore Pump Failure. Eksploat. I Niezawodn., 25. source
  • May combine two claims.

    Premisecitation

    The application of additive manufacturing has demonstrated enhancements in efficiency and effectiveness in impellers and is recognized as an efficient method for producing components that are challenging to machine.

    “The application of additive manufacturing has demonstrated enhancements in efficiency and effectiveness in impellers and is recognized as an efficient method for producing components that are challenging to machine [51].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [51] Peng, 2017, Toward a Sustainable Impeller Production: Environmental Impact Comparison of Different Impeller Manufacturing Methods, J. Ind. Ecol. source

      The 'Additive Manufacturing for Impellers' section calls AM an efficient way to produce complicated or difficult-to-machine components. The 'Implications for Additive Manufacturing' section finds an environmental advantage for the studied impeller, but specifies that it was made by a hybrid additive–conventional process; it does not establish improved impeller effectiveness or a general efficiency gain for wholly additive production. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingcitation

    Processes like SLS reduce production costs, with lead times of approximately two weeks compared to 40-50 weeks for traditional methods.

    “Additionally, processes like SLS reduce production costs, with lead times of approximately two weeks compared to 40-50 weeks for traditional methods [135].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [135] Wang, 2019, Design and Topology Optimization of 3D-Printed Wax Patterns for Rapid Investment Casting, Procedia Manuf. source

      The Conclusions (page not provided) report lower cost for a low-volume investment-casting case study and a lead time of less than two weeks for fabricating 3D-printed wax-like patterns, versus 40–50 weeks to design and fabricate traditional pattern dies. But the study used material extrusion, not SLS, so it does not establish those cost and lead-time figures for SLS. (LLM, conf=0.89)

      Experimental — accuracy not yet measured
  • Classified as probably not a substantial claim.

    Study design and conductcitation

    The methodology is grounded in a comprehensive literature review adhering to rigorous criteria and methodological recommendations established in the scientific literature, specifically the criteria proposed by [58] and the practical guidelines for methodological reviews outlined by [59].

    “The methodology employed in this study is grounded in a comprehensive literature review, adhering to rigorous criteria and methodological recommendations established in the scientific literature.To ensure the validity, clarity, and utility of the analysis, the criteria proposed by [58] and the practical guidelines for methodological reviews outlined by [59] were applied.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [58] Cooper, 2017, A Comparison of Results of Empirical Studies of Supplementary Search Techniques and Recommendations in Review Methodology Handbooks: A Methodological Review, Syst. Rev. source

      The Methods and Study selection sections describe a structured methodological review, including systematic study identification, inclusion criteria and data extraction. They do not set out general practical guidelines for methodological reviews; the procedures described are specific to this paper’s comparison of supplementary search techniques and handbook recommendations. The citation therefore supports an example of review practice, but not the claim that general guidelines from this source were applied. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [59] Aguinis, 2023, Best-Practice Recommendations for Producers, Evaluators, and Users of Methodological Literature Reviews, Organ. Res. Methods source
  • May combine two claims.

    Premisecitation

    Additive manufacturing has opened a new window of application in hydraulic machinery, creating more valuable components and materials with reliable performance, addressing many of the Sustainable Development Goals (SDGs).

    “Additive manufacturing (AM) has opened a new window of application in hydraulic machinery, creating more valuable components and materials with reliable performance, addressing many of the Sustainable Development Goals (SDGs) [57].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [57] Makivskyi, 2024, The Influence of the Design Features of the Submersible Pump Rotor on the Vibration Reliability, J. Eng. Sci. source

      The Introduction (page unavailable) links pump development to several SDGs, and the Literature Review (page unavailable) says high-speed pump designs create opportunities to use higher-quality materials and technologies. Neither passage attributes those opportunities to additive manufacturing; the paper instead discusses faster drives, fewer pump stages, and design changes. The claim’s central assertion about AM is therefore unsupported. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingcitation

    For Ti-6Al-4V lattice impellers, residual stress is lower than in solid ones, with a reduction in the maximum residual stress by 8.72%.

    “In the case of Ti-6Al-4V applied to impellers, research indicates that residual deformation can be reduced by 20.19% compared to solid compressor impellers, and the residual stress in lattice impellers is lower than in solid ones, with a reduction in the maximum residual stress by 8.72% [71,72].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [71] Jia, D., Li, F., and Zhang, Y. (2020). 3D-Printing Process Design of Lattice Compressor Impeller Based on Residual Stress and Deformation. Sci. Rep., 10. source
    • cites [72] Zhang, 2022, Residual Stress and Deformation Analysis of Lattice Compressor Impeller Based on 3D Printing Simulation, Mech. Adv. Mater. Struct. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Studies related to microstructural defects produced by additive manufacturing are still sparse, though several mention that the microstructure does not undergo radical changes.

    “Studies related to microstructural defects produced by this process are still sparse, though several mention that the microstructure does not undergo radical changes [54][55][56].”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [54] Hernández, F., and Fragoso, A. (2022). Fabrication of a Stainless-Steel Pump Impeller by Integrated 3D Sand Printing and Casting: Mechanical Characterization and Performance Study in a Chemical Plant. Appl. Sci., 12. source

      The metallographic comparison (section labeled “Dimension,” page unavailable) reports that the impeller cast using a 3D-printed sand mould had a similar microstructure to the original impeller, with variations described as not considerable. This supports the no-radical-change point for this impeller, but the paper does not establish that studies of microstructural defects are sparse or that several studies found similarly small changes. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [55] Yang, 2022, Revealing the Influence of Ultrasound/Heat Treatment on Microstructure Evolution and Tensile Failure Behavior in 3D-Printing of Inconel 718, J. Mater. Process. Technol. source
    • cites [56] Popa, I.-F., Dobromirescu, C., Vintila, I.S., Tinca, I., Mihai, D., Canache, A.M., and Crunteanu, D.E. (2024). Hydraulic Performance Comparison of Centrifugal Closed Impellers Fabricated by Means of Additive Manufacturing and Classical Machining for Space Active Thermal Control Systems of Satellites. Applied Sciences, 14. source
  • May combine two claims.

    Findingcitation

    The SLM printing process allows the fabrication of high-precision geometries, ensuring imposed constraints.

    “The SLM printing process allows the fabrication of high-precision geometries, ensuring imposed constraints [78].”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [78] Ponticelli, G.S., Tagliaferri, F., Venettacci, S., Horn, M., Giannini, O., and Guarino, S. (2021). Re-Engineering of an Impeller for Submersible Electric Pump to Be Produced by Selective Laser Melting. Appl. Sci., 11. source
  • May combine two claims.

    Findingcitation

    Processes such as DMLS-LPBF-SLM have demonstrated substantial weight reductions in components, achieving nearly a 30% decrease in the total mass of impellers manufactured from Inconel 718 while also optimizing operational frequencies.

    “Processes such as DMLS-LPBF-SLM have demonstrated substantial weight reductions in components, achieving nearly a 30% decrease in the total mass of impellers manufactured from Inconel 718 while also optimizing operational frequencies [69].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [69] Meli, 2020, A General Framework for Designing 3D Impellers Using Topology Optimization and Additive Manufacturing, IEEE Access source

      The paper’s “Static and Modal Topology Optimization” section reports that the impeller’s mass was reduced by almost 30% and frequencies around the operational range were optimized. Its materials and manufacturing sections discuss IN718 and select DMLS, but describe printing the redesigned impeller as possible rather than establishing that the nearly 30% reduction was measured in a manufactured impeller. The reported result is from topology optimization, not the manufacturing process alone. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingcitation

    Composite materials were suitable for operating at nominal impeller powers but did not withstand the maximum load that metallic materials can bear.

    “Composite materials were suitable for operating at nominal impeller powers but did not withstand the maximum load that metallic materials can bear.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [128] Mansour, G., Papageorgiou, V., and Tzetzis, D. (2024). Carbon Fiber Polymer Reinforced 3D Printed Composites for Centrifugal Pump Impeller Manufacturing. Technologies, 12. source
  • May combine two claims.

    Findingcitation

    A low water absorption rate and chemical resistance were also evident.

    “A low water absorption rate and chemical resistance were also evident [128].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [128] Mansour, G., Papageorgiou, V., and Tzetzis, D. (2024). Carbon Fiber Polymer Reinforced 3D Printed Composites for Centrifugal Pump Impeller Manufacturing. Technologies, 12. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Inconel is a difficult-to-machine material used in components subjected to high temperatures and corrosion resistance.

    “Inconel is a difficult-to-machine material used in components subjected to high temperatures and corrosion resistance.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [131] Newman, 2021, State-of-the-Art Cooling and Lubrication for Machining Inconel 718, J. Manuf. Sci. Eng. source

      The indexed matches are labeled Abstract, which cannot serve as evidence under this audit's rules. Searches for machinability, corrosion, and temperature found no eligible full-text passage establishing the claim about Inconel's applications and properties. (LLM, conf=0.65)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingcitation

    Alumina (Al2O3) can mitigate the effects of erosion and high-temperature corrosion, or remanufacturing processes and coatings with nickel alloys can enhance corrosion resistance.

    “Materials like alumina (Al 2 O 3 ) can mitigate the effects of erosion and high-temperature corrosion, or remanufacturing processes and coatings with nickel alloys can enhance corrosion resistance [139,140].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [139] Zhuk, 2022, Nanostructured CVD W/WC Coating Protects Steam and Gas Turbine Blades Against Water Droplet Erosion, Turbo Expo: Power for Land, Sea, and Air source
    • cites [140] Soffel, F., Lin, Y., Keller, D., Egorov, S., and Wegener, K. (2021). Laser Remelting Process Simulation and Optimization for Additive Manufacturing of Nickel-Based Super Alloys. Materials, 15. source

      The Abstract (page not provided) says nickel-based superalloys have excellent corrosion resistance and that direct metal deposition of nickel alloys is used to repair components. It does not say that remanufacturing or nickel-alloy coatings enhance corrosion resistance. The alumina clause may pertain to the other citation in the sentence; this paper does not address it. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    Studies indicate the need to assess the full life-cycle impact of advanced materials used in Polyjet.

    “Studies also indicate the need to assess the full life-cycle impact of advanced materials used in Polyjet [71,103].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [71] Jia, D., Li, F., and Zhang, Y. (2020). 3D-Printing Process Design of Lattice Compressor Impeller Based on Residual Stress and Deformation. Sci. Rep., 10. source

      The Introduction discusses simulating metal 3D printing to predict deformation and residual stress; the Discussion addresses process feasibility and further mechanical analysis. Neither section addresses Polyjet materials or their full life-cycle impact (searched for the claim’s wording and for Polyjet, lifecycle, and environmental assessment). Page numbers were not available in our copy. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [103] Ivanovich, 2020, Study of Impeller Design Parameters Effect on the Axial Thrust of a Centrifugal Electric Pump Assembly, Sib. Aerosp. Mag.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingcitation

    Ti-6Al-4V is highly used in AM for its high strength, low density, corrosion resistance, biocompatibility, and high-temperature resistance, although it presents porosity issues.

    “Ti-6Al-4V is another material highly used in AM for its high strength, low density, corrosion resistance, biocompatibility, and high-temperature resistance, although it presents porosity issues, heat treatments, and pressing are performed to correct them [134].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [134] Pegues, 2020, Fatigue of Additive Manufactured Ti-6Al-4V, Part I: The Effects of Powder Feedstock, Manufacturing, and Post-Process Conditions on the Resulting Microstructure and Defects, Int. J. Fatigue source
  • May combine two claims.

    Findingcitation

    Processes such as SLM exhibit porosity and structural defects, which affect component durability.

    “Processes such as SLM exhibit porosity and structural defects, which affect component durability [91,92].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [91] Liverani, 2019, Design for Six Sigma (DFSS) for Additive Manufacturing Applied to an Innovative Multifunctional Fan, Int. J. Interact. Des. Manuf. (IJIDeM) source
    • cites [92] Adach, M., Sokołowski, P., Piwowarczyk, T., and Nowak, K. (2021). Study on Geometry, Dimensional Accuracy and Structure of Parts Produced by Multi Jet Fusion. Materials, 14. source

      Section 3.3 reports porosity and structural defects in Multi Jet Fusion (MJF) parts and says reducing porosity matters for functional properties. It does not establish these findings specifically for selective laser melting (SLM) or measure component durability. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingcitation

    AISI316L is one of the most utilized materials across various processes (LMD, BMD, BJP, DMLS-LPBF-SLM) and is highly used in impellers due to its high mechanical strength, corrosion and wear resistance, longevity, high-temperature resistance, ease of maintenance, and good performance at low temperatures.

    “It was evidenced that AISI316L is one of the most utilized materials across various processes (LMD, BMD, BJP, DMLS-LPBF-SLM) and is highly used in impellers due to its high mechanical strength, corrosion and wear resistance, longevity, high-temperature resistance, ease of maintenance, and good performance at low temperatures [129,130].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [129] Jurković, K., Schauperl, Z., Šolić, S., and Bauer, B. (2024). Numerical Simulation of Sand Casting of Stainless Steel Pump Impeller. Metals, 14. source

      Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [130] Kennedy, 2022, Development of a New Cryogenic Tribotester and Its Application to the Study of Cryogenic Wear of AISI 316 Stainless Steel, Wear source
  • May combine two claims.

    Findingcitation

    The reuse of sintered powder in technologies such as SLS and the scalability of processes like BMD for industrial applications remain critical areas for improvement.

    “Moreover, the reuse of sintered powder in technologies such as SLS and the scalability of processes like BMD for industrial applications remain critical areas for improvement [83,124].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [83] Kim, 2020, Fabrication of a Ceramic Core for an Impeller Blade Using a 3D Printing Technique and Inorganic Binder, J. Manuf. Process. source
    • cites [124] Sinha, A., Swain, B., Behera, A., Mallick, P., Samal, S.K., Vishwanatha, H.M., and Behera, A. (2022). A Review on the Processing of Aero-Turbine Blade Using 3D Print Techniques. J. Manuf. Mater. Process., 6. source

      Section 4.1 describes how SLS sinters powder but does not discuss reusing sintered powder. A search for BMD and industrial scalability found no relevant passage; section 4.3 discusses recycling loose powder in EBM instead. The available passages therefore do not address either claimed area for improvement. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingcitation

    Studies on the use of Inconel 625 via wire arc additive manufacturing (WAAM) have shown a threefold reduction in energy consumption and a material waste reduction from 85% to 35%.

    “For example, studies on the use of Inconel 625 via wire arc additive manufacturing (WAAM) have shown a threefold reduction in energy consumption and a material waste reduction from 85% to 35% [154].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [154] Sword, J.I., Galloway, A., and Toumpis, A. (2024). Analysis of Environmental Impact and Mechanical Properties of Inconel 625 Produced Using Wire Arc Additive Manufacturing. Sustainability, 16. source
  • May combine two claims.

    Findingown data

    Research in the subject increased from 2017, reaching its highest peak in 2021 and 2022, although there is not a large amount of research in the area.

    “According to Figure 3, it can be observed that from the year 2017, research in the subject increased, reaching its highest peak in 2021 and 2022, although it is notable that there is not a large amount of research in the area.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Powder bed fusion technology accounts for 35% of additive manufacturing applications for turbomachinery components, utilized for high-complexity parts and superalloys.

    “The analysis revealed that the most commonly used additive manufacturing technologies for the production of turbomachinery components are FDM, with a 22% application rate, and powder bed fusion technology, accounting for 35%, utilized for high-complexity parts and even superalloys.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The study relations focus on topics related to powder bed fusion technologies, design and topological optimization, characterization and use of materials, alloys, and turbine design.

    “The study relations focus on topics related to powder bed fusion technologies, design and topological optimization, characterization and use of materials, alloys, turbine design, among other main areas of study.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The direct search for impellers and additive manufacturing yielded 133 documents in Scopus and 96 documents in Web of Science.

    “The direct search related to impellers and AM technologies yielded 133 documents in Scopus and 96 documents in WoS, while the search linked to turbomachinery and AM technologies resulted in 188 documents in Scopus and 349 documents in WoS.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    The mechanical properties of IN718 are slightly lower than those of forged parts but superior to those of cast components.

    “While the mechanical properties of IN718 are slightly lower than those of forged parts, they are superior to those of cast components [70].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [70] Lea, 2023, Characterization of Properties of Laser Powder Bed Fusion Three-Dimensional-Printed Inconel 718 for Centrifugal Turbomachinery Applications, J. Eng. Gas Turbine Power source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Materials and alloys in different 3D printing technologies are key points for researchers, while topology, design, and optimization are hot topics according to the published research.

    “The density analysis (Figure 6) shows the most relevant points of study where the aforementioned topics are most evident.Materials and alloys in different 3D printing technologies are key points for researchers, while topology, design, and optimization are hot topics according to the published research.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Co-occurrence analysis generated four main clusters of connections: additive manufacturing, additives, 3D printers, and turbomachinery.

    “Using co-occurrence analysis through Vosviewer [63] with Scopus and WoS data, Figure 5 shows that four main clusters of connections have been generated: additive manufacturing, additives, 3D printers, and turbomachinery.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [63] VOSviewer (2024, June 27). VOSviewer—Visualizing Scientific Landscapes. Available online: https://www.vosviewer.com/.

      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).

    Findingnone given

    More advanced technologies such as SLS and DMLS-LPBF-SLM are increasingly used to produce high-complexity and performance parts.

    “More advanced technologies, such as SLS and DMLS-LPBF-SLM, are increasingly used to produce high-complexity and performance parts.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The search linked to turbomachinery and additive manufacturing resulted in 188 documents in Scopus and 349 documents in Web of Science.

    “The direct search related to impellers and AM technologies yielded 133 documents in Scopus and 96 documents in WoS, while the search linked to turbomachinery and AM technologies resulted in 188 documents in Scopus and 349 documents in WoS.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    With AlSi10Mg material, the component manufactured through SLM has a better surface finish compared to the cast component and meets the impeller specification requirements.

    “With AlSi10Mg material, it is observed that the component manufactured through SLM has a better surface finish compared to the cast component and meets the impeller specification requirements [74].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [74] Singh, 2022, Processing and Characterization of Al-Si-Mg Alloy Made through 3D Printing and Comparison with Equivalent Cast Alloy, Mater. Today Proc. source
  • May combine two claims.

    Findingown data

    The number of studies on additive manufacturing in turbomachinery is relatively low, but scientific interest, according to publications, has intensified since 2016.

    “A co-occurrence analysis was performed, and it was determined that the number of studies is relatively low, considering that scientific interest, according to publications, has intensified since 2016.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    In recent years, optimization methods have become more varied, and several techniques have been combined to achieve better results.

    “In recent years, optimization methods have become more varied, and several techniques have been combined to achieve better results.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    Combining manufacturing methods, such as using lost wax for casting, results in lower costs compared to traditional manufacturing.

    “It is possible to combine manufacturing methods, for instance, using lost wax for casting, resulting in lower costs compared to traditional manufacturing.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    In martensitic steel printing, rotational speed has a linear influence on the critical crack size and a nonlinear influence on the fatigue crack propagation life.

    “In martensitic steel printing, the rotational speed has a linear influence on the critical crack size and a nonlinear influence on the fatigue crack propagation life.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [76] Qu, 2023, Influence of 3D Printing on Compressor Impeller Fatigue Crack Propagation Life, Int. J. Mech. Sci. source
  • May combine two claims.

    Findingcitation

    The applied heat treatment (solution and aging hardening) showed superior performance and improved tensile strength.

    “The applied heat treatment (solution and aging hardening) showed superior performance and improved tensile strength [77].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [77] Raghavan, 2023, Effect of Post-Treatment on Local Mechanical Properties of Additively Manufactured Impellers Made of Maraging Steel, Rapid. Prototyp. J. source
  • May combine two claims.

    Findingcitation

    Martensitic steel shows changes in pore size and difficulty in repeatability of results, but there is no variation in total porosity.

    “Martensitic steel shows changes in pore size and difficulty in repeatability of results, but there is no variation in total porosity.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [77] Raghavan, 2023, Effect of Post-Treatment on Local Mechanical Properties of Additively Manufactured Impellers Made of Maraging Steel, Rapid. Prototyp. J. source
  • May combine two claims.

    Findingown data

    FDM can reduce costs and improve performance but has limitations such as the production of large components, load limitations, costs, and damage in post-processing.

    “Similarly, the results obtained from FDM demonstrate that it is possible to reduce costs and improve performance, but it shows limitations such as the production of large components, load limitations, costs, and damage in post-processing.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    CNC processes offer options for repairing impellers in mixed processes.

    “The same can be done with CNC processes, which offer options for repairing impellers in mixed processes, or by combining various processes to achieve different types of optimizations.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingcitation

    Al2O3 is used in ceramic components, rotors, microturbines, ceramic cores, or matrices.

    “Al 2 O 3 is used in ceramic components, rotors, microturbines, ceramic cores, or matrices [84].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [84] Chivel, Y., Sudarev, A., and Konakov, V. (2016, January 9–13). Additive Manufacturing Technology of Ceramic Turbomachines. Proceedings of the European Congress and Exhibition on Powder Metallurgy. European PM Conference Proceedings, Hamburg, Germany.

      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).

    Findingnone given

    The concentration of applications is commonly found in compressors and centrifugal pumps.

    “The concentration of applications is commonly found in compressors and centrifugal pumps.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    DMLS-LPBF-SLM has optimized operational frequencies.

    “High dimensional accuracy, excellent material strength, up to 30% weight reduction, and optimized operational frequencies.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    The value of stress gradually increases as the speeds of the impeller increase; thus, mechanical properties are influential in the design of turbomachinery.

    “Regarding the relationship between speed and material, it is known that the value of the stress gradually increases as the speeds of the impeller increase; thus, mechanical properties are influential in the design of turbomachinery [147].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [147] Iyankumar, 2020, Modeling and Assessment of Pump Impeller, Mater. Today Proc. source
  • May combine two claims.

    Findingcitation

    Advanced methods, such as those implemented by [81], facilitate the production of 3D motors with high structural strength and minimal core loss, emphasizing the energy efficiency and operational performance of these technologies.

    “Finally, advanced methods, such as those implemented by [81], facilitate the production of 3D motors with high structural strength and minimal core loss, emphasizing the energy efficiency and operational performance of these technologies.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [81] Wu, 2020, Application of Magnetic Metal 3-D Printing on the Integration of Axial-Flow Impeller Fan Motor Design, IEEE Trans. Magn. source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    PU and PETG CF are associated with specific applications such as flotation machines and radial turbines, respectively.

    “Materials like PU and PETG CF are associated with specific applications such as flotation machines and radial turbines, respectively.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    AM alloys may be affected by heat and can contain residual stresses created by the manufacturing process itself.

    “Although many materials exhibit good qualities by being stainless, AM alloys may be affected by heat and can contain residual stresses created by the manufacturing process itself [139].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [139] Zhuk, 2022, Nanostructured CVD W/WC Coating Protects Steam and Gas Turbine Blades Against Water Droplet Erosion, Turbo Expo: Power for Land, Sea, and Air source
  • May combine two claims.

    Findingnone given

    Polymeric materials are not suitable for high-revolution work, but in demonstrated applications, they have improved performance parameters, costs, and sustainability.

    “Although polymeric materials are not suitable for high-revolution work, in demonstrated applications, they have improved performance parameters, costs, and sustainability”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    The DMLS-LPBF-SLM processes use materials with higher resistance capabilities and can work with superalloys, despite being more costly.

    “Despite being more costly, the DMLS-LPBF-SLM processes use materials with higher resistance capabilities and can work with superalloys”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    EBM enables the restoration of worn or out-of-service components, enhancing sustainability by extending their operational lifespan.

    “In terms of repair and reuse, EBM enables the restoration of worn or out-of-service components, enhancing sustainability by extending their operational lifespan [96].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [96] Wang, 2017, Study of Direct Fabrication of a Ti-6Al-4V Impeller on a Wrought Ti-6Al-4V Plate by Electron Beam Melting, Jom source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    ABS and PLA are versatile materials used in different types of turbomachinery, like centrifugal compressors, turboexpanders, and centrifugal pumps.

    “Those materials, such as ABS and PLA, are versatile materials used in different types of turbomachinery, like centrifugal compressors, turboexpanders, and centrifugal pumps.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    Technologies such as DLP, applied to ceramic materials like Si3N4, meet the demands of high-temperature and molten transfer applications, expanding the possibilities of sustainable manufacturing.

    “Furthermore, technologies such as DLP, applied to ceramic materials like Si3N4, meet the demands of high-temperature and molten transfer applications, expanding the possibilities of sustainable manufacturing [102].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [102] Zhao, 2024, Digital Light Processing of High-Strength Si3N4 Ceramics: Role of Particle Grading on Slurries Curing and Mechanical Properties, Ceram Int. source
  • May combine two claims.

    Findingcitation

    EBM technologies face high energy consumption during production and significant material recovery costs in post-processing.

    “Similarly, EBM technologies face high energy consumption during production and significant material recovery costs in post-processing [94,96].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [94] Klocke, 2014, Turbomachinery Component Manufacture by Application of Electrochemical, Electro-Physical and Photonic Processes, CIRP Ann. source
    • cites [96] Wang, 2017, Study of Direct Fabrication of a Ti-6Al-4V Impeller on a Wrought Ti-6Al-4V Plate by Electron Beam Melting, Jom source
  • May combine two claims.

    Findingcitation

    Corrosion can impact the performance of critical components and can form depletion zones in various elements.

    “Studies show that corrosion can impact the performance of critical components and can form depletion zones in various elements [138].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [138] Kanesund, 2020, High Temperature Corrosion Influence on Deformation and Damage Mechanisms in Turbine Blades Made of IN-792 during Service, Eng. Fail. Anal. source
  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    DMLS-LPBF-SLM enables up to 30% weight reduction.

    “High dimensional accuracy, excellent material strength, up to 30% weight reduction, and optimized operational frequencies.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    Reducing the roughness of the impeller positively affects the efficiency of the pump and energy requirements, although flow handling tends to be lower with polymeric materials.

    “Regarding the surface, reducing the roughness of the impeller positively affects the efficiency of the pump and energy requirements, although flow handling tends to be lower with polymeric materials [149].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [149] Akdemir, 2006, Effect of Impeller Materials on Centrifugal Pump Characteristics, Agric. Mech. Asia Afr. Lat. Am.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingcitation

    Methods like FDM generate considerable waste due to support structures, increasing costs and material losses.

    “Methods like FDM generate considerable waste due to support structures, increasing costs and material losses [114].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [114] Tamburrino, 2021, Post-Processing Treatments to Enhance Additively Manufactured Polymeric Parts: A Review, Virtual Phys. Prototyp. source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Powder Bed Fusion Technology encompasses various methods, including DMLS or SLM, SLS, MJF, and EBM.

    “According to [65], Powder Bed Fusion Technology encompasses various methods, including Direct Metal Laser Sintering (DMLS) or Selective Laser Melting (SLM), Selective Laser Sintering (SLS), Multi Jet Fusion (MJF), and Electron Beam Melting (EBM).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [65] Systèmes, D. (2018). Introduction to 3D Printing–Additive Processes. Dassault Syst.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationreasoning

    Despite challenges such as size limitations, load capacity, and post-processing costs associated with FDM, the prospects for cost reduction and performance improvement are highly promising.

    “Despite challenges such as size limitations, load capacity, and post-processing costs associated with Fused Deposition Modeling (FDM), the prospects for cost reduction and performance improvement are highly promising.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    AM in turbomachinery offers significant benefits in terms of sustainability, notably optimizing material usage, energy consumption, and production times.

    “AM in turbomachinery offers significant benefits in terms of sustainability, notably optimizing material usage, energy consumption, and production times.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    As a novelty, the methodology addresses an analysis of the mechanical and hydraulic behavior of non-classical materials in the manufacture of impellers.

    “As a novelty, the methodology addresses an analysis of the mechanical and hydraulic behavior of non-classical materials in the manufacture of impellers.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    The advancements studied establish a solid foundation for mitigating the combined effects of wear, including erosion, cavitation, and corrosion, through the integration of Industry 4.0 digital enablers, such as digital twins and advanced simulations.

    “Furthermore, the advancements studied establish a solid foundation for mitigating the combined effects of wear, including erosion, cavitation, and corrosion, through the integration of Industry 4.0 digital enablers, such as digital twins and advanced simulations.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    To meet sustainability requirements, additive manufacturing contributes to reductions in energy consumption, production costs, lead times, material waste, and greenhouse gas emissions while promoting circular economy practices.

    “To meet sustainability requirements, AM contributes to reductions in energy consumption, production costs, lead times, material waste, and greenhouse gas emissions while promoting circular economy practices [43].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [43] Hegab, 2023, Design for Sustainable Additive Manufacturing: A Review, Sustain. Mater. Technol. source
  • May combine two claims.

    Interpretationreasoning

    The application of 3D-printed materials in pumps is not only feasible but also highly advantageous.

    “This makes the application of 3D-printed materials in pumps not only feasible but also highly advantageous.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Reviews were excluded, and scientific articles, conference papers, conference reviews, and book chapters were considered.

    “Reviews were excluded, and scientific articles, conference papers, conference reviews, and book chapters were considered.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    Integrating AM with traditional manufacturing techniques, such as lost-wax casting or CNC machining, can further enhance process efficiency and cost-effectiveness.

    “Additionally, integrating AM with traditional manufacturing techniques, such as lost-wax casting or CNC machining, can further enhance process efficiency and cost-effectiveness.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    One advantage of additive manufacturing is the variety of materials it employs, such as polymers, metals, composites, and ceramics, in addition to generating complex geometries.

    “One of the advantages of additive manufacturing is the variety of materials it employs, such as polymers, metals, composites, and ceramics, in addition to generating complex geometries [52].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [52] Andrearczyk, 2020, Numerical and Experimental Investigations of a Turbocharger with a Compressor Wheel Made of Additively Manufactured Plastic, Int. J. Mech. Sci. source
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Study design and conductnone given

    The adopted methodology ensures a rigorous and systematic approach in the collection, filtering, and analysis of relevant information, leading to solid and applicable conclusions about the use of additive manufacturing in the production of turbomachinery components.

    “The adopted methodology ensures a rigorous and systematic approach in the collection, filtering, and analysis of relevant information, leading to solid and applicable conclusions about the use of additive manufacturing in the production of turbomachinery components.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductreasoning

    Only studies that provided clear evidence of performance in real applications were included, ensuring that the derived conclusions were applicable and useful for the industry.

    “Only those studies that provided clear evidence of performance in real applications were included, ensuring that the derived conclusions were applicable and useful for the industry.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Studies based on unverified simulations or using obsolete technologies were excluded to maintain a focus on recent and relevant empirical studies that reflect the current capabilities of the technology.

    “Studies based on unverified simulations or using obsolete technologies were excluded to maintain a focus on recent and relevant empirical studies that reflect the current capabilities of the technology.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    These developments enable the creation of more complex and optimized geometries, significantly improving the performance and efficiency of impellers and other critical components.

    “These developments enable the creation of more complex and optimized geometries, significantly improving the performance and efficiency of impellers and other critical components.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Stereolithography (SLA) and MultiJet (MJ) printing can offer more suitable surface finishes due to their production processes.

    “However, significant differences exist among 3D printing methods; for example, Stereolithography (SLA) and MultiJet (MJ) printing can offer more suitable surface finishes due to their production processes [53].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [53] Parize, 2022, Digital versus Conventional Workflow for the Fabrication of Physical Casts for Fixed Prosthodontics: A Systematic Review of Accuracy, J. Prosthet. Dent. source
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationnone given

    This research provides a deeper understanding of the advancements in AM for the production of turbomachinery components, highlighting the use of materials such as Ti-6Al-4V, Inconel 718, and reinforced polymers, which offer enhanced resistance to corrosion, wear, and high temperatures.

    “This research provides a deeper understanding of the advancements in AM for the production of turbomachinery components, highlighting the use of materials such as Ti-6Al-4V, Inconel 718, and reinforced polymers, which offer enhanced resistance to corrosion, wear, and high temperatures.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Study design and conductreasoning

    Priority was given to studies published in higher quartile journals (Q1 and Q2), as these tend to offer more rigorous and reliable research.

    “To ensure the validity and relevance of the information gathered, priority was given to studies published in higher quartile journals (Q1 and Q2), as these tend to offer more rigorous and reliable research.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    The introduction of additive manufacturing technologies combined with other standard manufacturing methodologies could yield reasonable benefits regarding production time and component availability.

    “The introduction of additive manufacturing technologies combined with other standard manufacturing methodologies could yield reasonable benefits regarding production time and component availability.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given

    Additive manufacturing has emerged as a versatile and innovative approach for producing turbomachinery components.

    “Additive manufacturing (AM) has emerged as a versatile and innovative approach for producing turbomachinery components.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    Materials such as Inconel 718, Inconel 625, Ti-6Al-4V (Titanium), and Si3N4 (Silicon Nitride) are excellent choices for additive manufacturing due to their high corrosion resistance and ability to withstand extreme conditions.

    “Materials such as Inconel 718, Inconel 625, Ti-6Al-4V (Titanium), and Si 3 N 4 (Silicon Nitride) are excellent choices for additive manufacturing due to their high corrosion resistance and ability to withstand extreme conditions.”
    Quote in the paperNot a substantial claim
74 of 74
  • The paper relies on this without support.

    The Scopus and Web of Science databases and the search equations used capture the relevant literature on additive manufacturing and turbomachinery.

    “Initially, a general query related to the topic was conducted using search equations in the Scopus [61] and Web of Science (WoS) [62] databases, as well as high-impact articles.”
  • The paper relies on this without support.

    The selected studies are representative of the current state of additive manufacturing in turbomachinery.

    “Only those studies that provided clear evidence of performance in real applications were included, ensuring that the derived conclusions were applicable and useful for the industry.”
  • The paper relies on this without support.

    The reported results from cited studies are reliable and can be synthesized.

    “The DMLS/SLM process, in particular, has demonstrated the ability to produce impellers with excellent dimensional accuracy, surface finish, and material strength, as shown in prints made from materials such as 17-4 PH, Ti-6Al-4V, Inconel 625, and Inconel 718 [66][67][68].”
3 of 3

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.

  • PPS-CF15 is labeled low resistance despite its CRC3 classification

    Minor

    The text identifies CRC3 and CRC4 as classes for high corrosion resistance, whereas Table 3 assigns PPS-CF15 to CRC3 while labeling its corrosion resistance Low.

  • VOSviewer citation points to an additive-manufacturing article

    Minor

    The co-occurrence analysis cites reference 63 for VOSviewer, but that reference is an additive-manufacturing overview rather than the VOSviewer entry listed as reference 62.

  • Scopus citation points to Web of Science

    Minor

    The methods cite reference 61 for Scopus, but reference 61 is an entry for Web of Science.

  • Web of Science citation points to VOSviewer

    Minor

    The methods cite reference 62 for Web of Science, but reference 62 identifies VOSviewer.

  • Conclusions name a different Inconel grade

    Minor

    The conclusions repeat an earlier list of DMLS materials but change Inconel 718 to Inconel 71,800.

5 of 5

Cites

Flagged first, then by citations

5 of the 144 references couldn’t be matched to a known paper.

Research works printed but not linked: 10

  1. Singh, 2023, Efficiency Enhancement in Turbomachinery: Bridging Numerical Modeling and Experimental Validation for Fluid Dynamics Advancements, J. Sustain. Urban Futures, 13, 1
  2. Patel, 2020, Abrasive, Erosive and Corrosive Wear in Slurry Pumps—A Review, Int. Res. J. Eng. Technol., 7, 2188
  3. Bauer, D. (2022, January 23–26). Additive Manufacturing of Cryogenic Pump Impellers. Proceedings of the Asia Turbomachinery & Pump Symposium, Lumpur, Malaysia.
  4. Chivel, Y., Sudarev, A., and Konakov, V. (2016, January 9–13). Additive Manufacturing Technology of Ceramic Turbomachines. Proceedings of the European Congress and Exhibition on Powder Metallurgy. European PM Conference Proceedings, Hamburg, Germany.
  5. Bin, 2023, Research on Precision Casting Process and Performance of Impeller Based on SLS, J. Xihua Univ. (Nat. Sci. Ed.), 42, 71
  6. Špale, J., Novotny, V., and Novotný, J. (2022, January 10–13). Experimental Development of Additively Manufactured Turboexpanders towards an Application in the ORC. Proceedings of the Heat Powered Cycles Conference, Bilbao, Spain.
  7. Derrick, S., Rauen, J., Rodriguez, J., and Aller, B. (2010, January 27). The Dual Impeller Drive System (DIDS). Proceedings of the ASEE North Central Sectional Conference, Pittsburgh, PA, USA.
  8. Zhu, 2021, Rapid Investment Casting Technology of Closed Impeller Based on Digital Light Processing (DLP) 3D Printing, Spec. Cast. Nonferrous Alloys, 41, 1370
  9. Polák, M. (2019, January 17–20). Behaviour of 3D Printed Impellers in Performance Tests of Hydrodynamic Pump. Proceedings of the 7th International Conference on Trends in Agricultural Engineering, Prague, Czech Republic.
  10. Akdemir, 2006, Effect of Impeller Materials on Centrifugal Pump Characteristics, Agric. Mech. Asia Afr. Lat. Am., 37, 62

Cited by

Sorted by citations

Authors
Remache, A., Pérez-Sánchez, M., Hidalgo, V. H., Ramos, H. M., & Sánchez-Romero, F.-J.
Affiliations
  • Central University of Ecuador (EC)
  • Hydraulic Engineering and Environmental Department, Universitat Politècnica de València, 46022 Valencia, Spain
  • National Polytechnic School (EC)
  • University of Lisbon (PT)
  • Universitat Politècnica de València (ES)
Corresponding author
Sánchez-Romero, Francisco-Javier
Venue
Processes
Publisher
MDPI AG
Published
2024-11-26
Volume
12
Issue
12
Pages
2664
ISSN
2227-9717 (ISSN-L)
OpenAlex
W4404720997
Cited by
9
References
144
Citations by year
2026: 4 · 2025: 4 · 2024: 1
FWCI
1.22
Type
journal article
Language
en
Open access
Locations
  • Processes (publishedVersion, cc-by)
  • RiuNet (Universitat Politècnica de València) (publishedVersion, cc-by)
Topics
  • Physical Sciences › Engineering › Mechanical Engineering › Additive Manufacturing Materials and Processes
  • Physical Sciences › Engineering › Automotive Engineering › Additive Manufacturing and 3D Printing Technologies
  • Physical Sciences › Environmental Science › Ecological Modeling › Erosion and Abrasive Machining
Keywords
additive manufacturing, 3D printing, FDM, powder bed fusion, superalloys, Inconel 718, corrosion resistance, wear resistance, sustainable manufacturing

About these checks

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 2026-10-14.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-14.

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.

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