From Proof of Concept to Industrial Deployment: Application of Multi-Level FBS, TRIZ and Lean Six Sigma to Wave Energy Conversion
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Abstract
This study presents a structured, integrated methodology that combines Lean Six Sigma and TRIZ to support the transition of a wave energy converter from a laboratory proof-of-concept to an industrializable system. It addresses key techno-economic challenges, including high cost, limited efficiency, maintenance constraints, and scalability limitations, by systematically resolving underlying technical contradictions through the DMAIC framework. In the Define phase, industrial requirements were established, focusing on robustness, maintainability, and performance under irregular wave conditions. A laboratory-scale prototype based on a point absorber coupled to a linear generator was developed to validate the wave-to-wire conversion concept. The Measure phase quantified system performance, recording peak voltages up to 3.7 mV and demonstrating a correlation (R² = 0.75) between experimental and theoretical results. The analyze phase integrated performance data with Function-Behaviour-Structure analysis to identify root causes and key contradictions in system scaling. In the Improve phase, TRIZ tools were used to generate optimised design solutions, including coil redesign, hydrodynamic improvements, and a segmented generator architecture. Finally, the Control phase outlines a roadmap for a Generation 2 prototype under real sea conditions. Overall, the study contributes a systematic, need-driven framework that bridges the gap between conceptual validation and industrial deployment, while proposed design solutions require further experimental validation.
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References
K. Gunn and C. Stock-Williams, "Quantifying the global wave power resource," Renewable Energy, vol. 44, pp. 296-304, 2012/08/01/ 2012, doi: https://doi.org/10.1016/j.renene.2012.01.101.
J. Cruz, Ocean wave energy: current status and future prespectives (Green Energy and Technology). Heidelberg: Springer Science & Business Media, 2007, doi: https://doi.org/10.1007/978-3-540-74895-3
A. F. d. O. Falcão, "Wave energy utilization: A review of the technologies," Renewable and Sustainable Energy Reviews, vol. 14, no. 3, pp. 899-918, 2010, doi: https://doi.org/10.1016/j.rser.2009.11.003.
P. K. Bhowmik et al., "Scaling methodologies and similarity analysis for thermal hydraulics test facility development for water-cooled small modular reactor," Nuclear Engineering and Design, vol. 424, p. 113235, 2024, doi: https://doi.org/10.1016/j.nucengdes.2024.113235.
B. Ozkeser, "An approach for sustainable innovation: TRIZ," New Trends and Issues Proceedings on Humanities and Social Sciences, vol. 5, no. 2, pp. 67-73, 2018.
I. Ekmekci and E. E. Nebati, "Triz Methodology and Applications," Procedia Computer Science, vol. 158, pp. 303-315, 2019, doi: https://doi.org/10.1016/j.procs.2019.09.056.
L. Gendre and C. Lusseau, "TRIZ : une méthodologie d’aide à l’invention," ENSPS, Paris-Saclay, France, 2010. [Online]. Available: https://sti.eduscol.education.fr/sites/eduscol.education.fr.sti/files/ressources/pedagogiques/6513/6513-triz-une-methodologie-daide-linvention-ensps.pdf
D. Cavallucci, "Contribution a la conception de nouveaux systemes mecaniques par integration methodologique," Université Louis Pasteur (Strasbourg) 1999.
D. Russo and C. Spreafico, "Investigating the multilevel logic in design solutions: a Function Behaviour Structure (FBS) analysis," International Journal on Interactive Design and Manufacturing (IJIDeM), vol. 17, no. 4, pp. 1789-1805, 2023, doi: https://doi.org/10.1007/s12008-023-01251-6.
J. S. Gero, "Design Prototypes: A Knowledge Representation Schema for Design," (in eng), The AI magazine, vol. 11, no. 4, pp. 26-36, 1990, doi: https://doi.org/10.1609/aimag.v11i4.854.
R. G. Coe, G. Bacelli, and D. Forbush, "A practical approach to wave energy modeling and control," Renewable and Sustainable Energy Reviews, vol. 142, p. 110791, 2021, doi: https://doi.org/10.1016/j.rser.2021.110791.
J. Hals, J. Falnes, and T. Moan, "A Comparison of Selected Strategies for Adaptive Control of Wave Energy Converters," Journal of Offshore Mechanics and Arctic Engineering, vol. 133, no. 3, p. 031101, 2011, doi: https://doi.org/10.1115/1.4002735.
M. Salauddin, M. A. Halim, and J. Y. Park, "A low frequency vibration energy harvester using dual Halbach array suspended in magnetic springs," Journal of Physics: Conference Series, vol. 660, no. 1, p. 012011, 2015, doi: 10.1088/1742-6596/660/1/012011.
O. Duniev, A. Yehorov, A. Masliennikov, M. Stamann, and O. Dobzhanskyi, "Linear transverse flux generator for wave energy conversion: design optimization and analysis," at - Automatisierungstechnik, vol. 72, no. 11, pp. 1066-1076, 2024, doi: https://doi.org/10.1515/auto-2024-0098.
R. Harris, L. Johanning, and J. Wolfram, "Mooring systems for wave energy converters: A review of design issues and choices," in 3rd International Conference on Marine Renewable Energy (MAREC 2004), Blyth, United Kingdom, 2004/07 2004: School of Energy, Geoscience, Infrastructure and Society, pp. 180-189.