Florimond Guéniat

Engineering · Physical Sciences

10h-index400citations44works1.92yr avg
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Research Topics

Microgrid Control and Optimization(9), Smart Grid Energy Management(7), Hybrid Renewable Energy Systems(7), Model Reduction and Neural Networks(7), Fluid Dynamics and Vibration Analysis(6)

Publications44 total

Explainable deep reinforcement learning for resilient and battery-aware microgrid control
Energy Conversion and Management·2026Open Access
Data Fusion of IoT Appliance Traces and Satellite Solar Irradiance for Energy-Efficient and Robust PV–Battery Sizing Under Uncertainty
TeesRep (Teesside University)·2025
Quicker to Train and Cheaper to Run: Edge-Ready DRL for Microgrid Resilient Energy Management
2025
Data Fusion of IoT Appliance Traces and Satellite Solar Irradiance for Energy-Efficient and Robust PV–Battery Sizing Under Uncertainty
2025
Deep Reinforcement Learning with Local Interpretability for Transparent Microgrid Resilience Energy Management
arXiv (Cornell University)·2025Open Access
Two-stage microgrid resilience and battery life-aware planning and operation for cyclone prone areas in India
Sustainable Cities and Society·2025· 5 cited
Switching to electric vehicles will push the power grid to the brink
2025
How the world’s tallest bridge saves thousands of tonnes of carbon emissions
2025
Strategies for Resilience and Battery Life Extension in the Face of Communication Losses for Isolated Microgrids
2024Open Access
Strategies for Resilience and Battery Life Extension in the Face of Communication Losses for Isolated Microgrids
arXiv (Cornell University)·2024· 1 citedOpen Access
Towards a framework for measurements of power systems resiliency: Comprehensive review and development of graph and vector-based resilience metrics
Sustainable Cities and Society·2024· 17 citedOpen Access
Two-Stage Microgrid Resilience and Battery Life-Aware Planning and Operation for Cyclone Prone Areas in India
SSRN Electronic Journal·2024Open Access
Contributors
Elsevier eBooks·2023
Overview of the renewable-dominated power systems and their frequency regulation issues
Elsevier eBooks·2023· 6 cited
A comprehensive and policy-oriented model of the hydrogen vehicle fleet composition, applied to the UK market
Environment Systems & Decisions·2023· 2 citedOpen Access
Tractor beam acoustic levitation for time resolved crystallography experiments
Journal of Physics Conference Series·2022Open Access
A review of bridge health monitoring based on machine learning
Proceedings of the Institution of Civil Engineers - Bridge Engineering·2022· 3 cited
Enhanced Data-Driven LoRa LP-WAN Channel Model in Birmingham
2022 IEEE World AI IoT Congress (AIIoT)·2022· 3 cited
Optimal operation of renewable energy microgrids considering lifetime characteristics of battery energy storage system
2021 60th IEEE Conference on Decision and Control (CDC)·2021· 3 cited
Modeling and Optimal Control of Energy Storage Strategy For Battery Life Extension Via Model Predictive Control
2021 European Control Conference (ECC)·2021· 3 cited
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Frequent Co-authors

Luc Pastur(11), François Lusseyran(8), Mohammad Hossein Nejati Amiri(8), Mehdi Ammi(5), Thierry M. Faure(5), Mario De Oliveira(5), Paul Issartel(4), Christelle Douay(4), Sandeep Dhundhara(4), Tobias Isenberg(3), Fawaz Annaz(3), Lionel Mathelin(2), Jérémy Basley(2), Mandeep Sharma(2), Yogendra Arya(2), Fawaz Annaz(2), Yoren Gaffary(2), Muhammad Faisal Shehzad(2), Sahdia Maryam(2), Frances Adriana Laureano De Leon(2)