From Proof of Concept to Industrial Deployment: Application of Multi-Level FBS, TRIZ and Lean Six Sigma to Wave Energy Conversion

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.

Authors

Publication Details

Journal
Emerging technologies and engineering journal.
Published
2026-04-30
DOI
https://doi.org/10.53898/etej2026312
Primary Topic
Wave and Wind Energy Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

From Proof of Concept to Industrial Deployment: Application of Multi-Level FBS, TRIZ and Lean Six Sigma to Wave Energy Conversion

Ignace Andrianarivo Rakotozandry, Sitraka Ramanantsoa, François Ravalison
Emerging technologies and engineering journal.
Wave and Wind Energy Systems
article

From Proof of Concept to Industrial Deployment: Application of Multi-Level FBS, TRIZ and Lean Six Sigma to Wave Energy Conversion

Ignace Andrianarivo Rakotozandry, Sitraka Ramanantsoa, François Ravalison
article en

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.

Emerging technologies and engineering journal.Vol. 3(1)
Openalex Percentile: Top 9%
Wave and Wind Energy Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

From Proof of Concept to Industrial Deployment: Application of Multi-Level FBS, TRIZ and Lean Six Sigma to Wave Energy Conversion — Ignace Andrianarivo Rakotozandry, Sitraka Ramanantsoa, et al. · Emerging technologies and engineering journal. (2026) | TGRS Research Map | TGRS