Francois Marechal

Professor

École Polytechnique Fédérale de Lausanne

Switzerland

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Francois Marechal is a Professor at École Polytechnique Fédérale de Lausanne in Switzerland. His research areas include renewable energy integration, energy systems optimization, and machine learning applications in energy management. Recent publications highlight his work on heat pump integration, decision support tools for renewable energy communities, and the role of local energy systems in national frameworks. He is actively engaged in advancing sustainable energy solutions through innovative methodologies and techno-economic analyses.

Francois Marechal

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Articles (15)

Data-driven systematic methodology for predicting optimal heat pump integration based on temperature levels and refrigerants

Power to the People: On the Role of Districts in Decentralized Energy Systems

REHO: A Decision Support Tool for Renewable Energy Communities

From Local Energy Communities towards National Energy System: A Grid-Aware Techno-Economic Analysis

Closing the balance – on the role of integrating biorefineries in the future energy system

Improved Waste Heat Management and Energy Integration in an Aluminum Annealing Continuous Furnace Using a Machine Learning Approach

An occupant-centric control framework for balancing comfort, energy use and hygiene in hot water systems: A model-free reinforcement learning approach

Exergy and exergoeconomic assessment of sustainable light olefins production from an integrated methanol synthesis and methanol-to-olefins system

Industrial Flexibility as Demand Side Response for Electrical Grid Stability

Optimisation-based system designs for deep offshore wind farms including power to gas technologies

Pyrolysis and gasification integrated process of empty fruit bunch for multi-biofuels production: Technical and economic analyses

Reinforcement Learning for proactive operation of residential energy systems by learning stochastic occupant behavior and fluctuating solar energy: Balancing comfort, hygiene and energy use

Sustainable polyesters via direct functionalization of lignocellulosic sugars

On the Application of Small-Scale Turbines in Industrial Steam Networks

Cycloaddition of Biogas-Contained CO2 into Epoxides via Ionic Polymer Catalysis: An Experimental and Process Simulation Study

Collaborators (2)

Manuele Margni

Dominik Bongartz

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