Baptiste Feron



Baptiste Feron was employed as research associate from October 2014 until September 2018. During this time he was involved in the project PV CHP in collaboration with Vaillant and SMA. In 2018 he promoted with his disseration "An optimality assessment methodology for Home Energy Management System approaches based on uncertainty analysis".


Research Interest

  • Uncertainty Analysis Applied to Optimization Techniques
  • Home Energy Management System Optimization 
  • Forecasting Methods: Artificial Neural Networks, Support Vector Regression, ARMA, Exponential Smoothing Methods 
  • Residential Flexibility as an Ancillary Services Provider


Feron, Baptiste; "An optimality assessment methodology for home energy management system approaches based on uncertainty analysis"; E.ON Energy Research Center : ACS, Automation of complex power systems 62
Martin, Benoit; Feron, Baptiste; De Jaeger, Emmanuel; Glineur, Francois; Monti, Antonello; "Peak shaving: a planning alternative to reduce investment costs in distribution systems?"; Energy systems, 1, 1-7
Vossen, Julian; Feron, Baptiste; Monti, Antonello; "Probabilistic Forecasting of Household Electrical Load Using Artificial Neural Networks"; 2018 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) : June 24-28, 2018, Boise, Idaho, USA : conference proceedings / IEEE, 6 Seiten
Feron, Baptiste; Monti, Antonello; "Domestic Battery and Power-to-Heat Storage for Self-Consumption and Provision of Primary Control Reserve"; 20th Power Systems Computation Conference : PSCC2018 Dublin : June 11-15, 2018, University College Dublin, Dublin, Ireland / organized by: the Power Systems Computation Conference (Zürich, Switzerland) ; local organizing committee: University College Dublin, School of Electrical and Electronic Engineering ; technical co-sponsor: IEEE - Institute of Electrical and Electronics Engineers, 7 Seiten
Feron, Baptiste; Monti, Antonello; "A Market-Based Optimization Approach for Domestic Thermal and Electricity Energy Management System : Formulation and Assessment"; Information, 9, 120
Feron, Baptiste; Monti, Antonello; "Integration of Space Heating Demand Flexibility in a Home Energy Management System using a Market-based Multi Agent System"; 2017 IEEE Power and Energy Society General Meeting : 16-20 July 2017, 1-5
Feron, Baptiste; Monti, Antonello; "An agent based approach for Virtual Power Plant valuing thermal flexibility in energy markets"; 2017 IEEE Manchester PowerTech : 18-22 June 2017 / [IEEE PES Power & Energy Society, IEEE, the University of Manchester], 6 Seiten
Feron, Baptiste; Monti, Antonello; "Development and assessment of a market-based Multi-Agent System for domestic heat and electricity management"; 2016 IEEE International Energy Conference (ENERGYCON) : the 2016 IEEE International Energy Conference (ENERGYCON) took place in Leuven from 4 to 8 April 2016, 6 Seiten