Multi-Agent based simulation of human activity for building and urban scale assessment of residential load curves and energy use

M Schumann, Q Reynaud, N Sabouret… - Building Simulation …, 2021 - hal.science
Simulating the actions and decisions of occupants in buildings is necessary to evaluate
energy performance and understand its causes in a more reliable manner. While various …

A multi-sourced data and agent-based approach for complementing Time Use Surveys in the context of residential human activity and load curve simulation

M Schumann, Q Reynaud, F Sempé… - arXiv preprint arXiv …, 2023 - arxiv.org
To address the major issues associated with using Time-Use Survey (TUS) for simulating
residential load curves, we present the SMACH approach, which combines qualitative and …

[HTML][HTML] De la simulation à la simulation participative: apporter une vision intégrée de la rénovation urbaine aux aménageurs publics, à travers une démarche …

A Berry, N Becu, O Goubier… - Netcom. Réseaux …, 2020 - journals.openedition.org
Dans le cadre de programmes nationaux de rénovation urbaine, les acteurs de la politique
de la Ville mènent de nombreux projets cherchant à répondre à différents objectifs: réduire …

Multi-Agent Simulation of Human Activity for Residential Electrical Load and Demand Forecasting and Its Application to Electric Mobility

Q Reynaud, M Schumann, F Sempé… - CIRED 2021-The …, 2021 - ieeexplore.ieee.org
We present our agent-based architecture focusing on occupant behavior for energy
consumption simulations in the residential sector. Based on cognitive ergonomics work, it is …