Optimization of hydrogen system deployment via environmental and economic life cycle assessment

Hydrogen is increasingly recognized as a key player in future energy systems. However, its production technologies�Steam Methane Reforming (SMR) and electrolysis�present trade-offs. SMR, the dominant method, is cost-effective but has a significant carbon footprint, emitting substantial greenhouse gases (GHGs). In contrast, electrolysis, powered by renewable energy sources, offers a cleaner alternative, albeit at a higher cost. While current hydrogen system optimizations primarily focus on cost reduction and GHG mitigation, they often neglect broader environmental impacts. This paper addresses the challenge of modeling a hydrogen supply chain (HSC) that achieves strong environmental performance at a relatively affordable cost. To this end, a supply chain design optimization is coupled with Life Cycle Assessment (LCA). The novelty of this work lies in the integration of multiple LCA indicators in the supply chain design optimization, rather than focusing solely on costs and Global Warming Potential. The model employs a multi-period (2025�2050) mixed-integer linear programming (MILP) formulation, implemented in the General Algebraic Modeling System (GAMS) environment, using CPLEX as the solver. The Bourgogne-Franche-Comt� region is used as a case study to illustrate the framework. Initial optimization results highlight how varying the focus on different parameters can lead to distinct solutions and provide insights into the interactions between indicators. Future research will aim to reduce the dimensionality in multi-objective optimization to improve efficiency while maintaining environmental sustainability in the development of hydrogen networks.

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Publication Details

Journal
Systems and Control Transactions
Published
2025-06-30
DOI
https://doi.org/10.69997/sct.121439
Primary Topic
Hybrid Renewable Energy Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Optimization of hydrogen system deployment via environmental and economic life cycle assessment

Catherine Azzaro‐Pantel, Renato Luise, Henri Schneider, Alessandro Poles
Systems and Control Transactions
Hybrid Renewable Energy Systems
article

Optimization of hydrogen system deployment via environmental and economic life cycle assessment

Catherine Azzaro‐Pantel, Renato Luise, Henri Schneider, Alessandro Poles
article en

Abstract

Hydrogen is increasingly recognized as a key player in future energy systems. However, its production technologies�Steam Methane Reforming (SMR) and electrolysis�present trade-offs. SMR, the dominant method, is cost-effective but has a significant carbon footprint, emitting substantial greenhouse gases (GHGs). In contrast, electrolysis, powered by renewable energy sources, offers a cleaner alternative, albeit at a higher cost. While current hydrogen system optimizations primarily focus on cost reduction and GHG mitigation, they often neglect broader environmental impacts. This paper addresses the challenge of modeling a hydrogen supply chain (HSC) that achieves strong environmental performance at a relatively affordable cost. To this end, a supply chain design optimization is coupled with Life Cycle Assessment (LCA). The novelty of this work lies in the integration of multiple LCA indicators in the supply chain design optimization, rather than focusing solely on costs and Global Warming Potential. The model employs a multi-period (2025�2050) mixed-integer linear programming (MILP) formulation, implemented in the General Algebraic Modeling System (GAMS) environment, using CPLEX as the solver. The Bourgogne-Franche-Comt� region is used as a case study to illustrate the framework. Initial optimization results highlight how varying the focus on different parameters can lead to distinct solutions and provide insights into the interactions between indicators. Future research will aim to reduce the dimensionality in multi-objective optimization to improve efficiency while maintaining environmental sustainability in the development of hydrogen networks.

Systems and Control TransactionsVol. 4
Centre National de la Recherche Scientifique (FR), Institut National Polytechnique de Toulouse (FR), Laboratoire Plasma et Conversion d'Energie (FR), European Institute for Energy Research (DE)
Agence Nationale de la Recherche
Responsible consumption and production
Openalex Percentile: Top 85%
Hybrid Renewable Energy Systems
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