5 papers
Opportunities for Hybrid Modeling Approaches in Energy Systems optimization
Mohamed Tahar Mabrouk, Shri Balaji Padmanabhan, Bruno Lacarrière +5
This paper surveys the primary computational hurdles of Energy Systems optimization coming from different sources: model-induced complexity, optimization algorithm requirements, an…
Lifecycle of a sub-metered tertiary multi-use (GreEn-ER) building's open energy data: from resource mobilisation to data re-usability
Seun Osonuga, Vincent Imard, Benoit Delinchant +1
The proliferation of sensors in buildings has given us access to more data than before. To shepherd this rise in data, many open data lifecycles have been proposed over the past de…
PREDIS-MHI Thermal Data
Seun Osonuga, Ali Chouman, Muhammad-Salman Shahid +2
Tertiary buildings could be an important lever to meet the goals necessitated by the energy transition. The availability of high-quality datasets from this sector will be a crucial…
Electric Vehicle Enquiry (EVE) Pilot
Seun Osonuga, Frederic Wurtz, Benoit Delinchant
This data paper presents the dataset from a study on the use of electric vehicles (EVs). This dataset covers the first dataset collected in this study: the usage data from a Renaul…
Pick and freeze estimation of sensitivity indices for models with dependent and dynamic input processes
Mathilde Grandjacques, Alexandre Janon, Benoit Delinchant +1
This paper addresses sensitivity analysis for dynamic models, linking dependent inputs to observed outputs. The usual method to estimate Sobol indices are based on the independence…