Muhammad Salman Shahid

Muhammad Salman Shahid

Adjunct Professor | MLØps Engineer | PhD in Energy Flexibility

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

COLLECTiEF dataset: A high-resolution indoor environmental dataset from European buildings across diverse climates supporting thermal, air-quality, and visual-comfort assessments

Published in Data in Brief, 2026

Aghaei, M., Campodonico-Avendano, I. A., Erba, S., Papadopoulos, P., Carlucci, S., Luparelli, A., Ingrosso, A., Tresoldi, G., Shahid, M. S., Wurtz, F., Delinchant, B., Leinan, P. M., Cera, S., Riederer, P., Solli, R., & Moazami, A. (2026). COLLECTiEF dataset: A high-resolution indoor environmental dataset from European buildings across diverse climates supporting thermal, air-quality, and visual-comfort assessments
You can access the full paper here.

Conference Papers

Atteindre la flexibilité d’énergie sans compromettre le confort : Une étude sur la modulation des consignes des centrales de traitement d’air dans un bâtiment tertiaire

Published in IBPSA France 2026, Lyon, France, 2026

Ansa-Asare, J. O., Shahid, M. S., Twum-Duah, N. K., Delinchant, B., & Wurtz, F. (May, 2026). Atteindre la flexibilite energie sans compromettre le confort : Une etude sur la modulation des consignes des centrales de traitement air dans un batiment tertiaire. IBPSA France 2026

Improvement of electricity consumption model using variables constructed by zero-shot labelling on social media data

Published in ACM E-Energy Conference, Rotterdam, Netherlands, 2025

Shahid, M. S., Cauchois, P., De Moliner, A., & Delinchant, B. (June, 2025). Improvement of electricity consumption model using variables constructed by zero-shot labelling on social media data. In Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems (pp. 687–698). Association for Computing Machinery.
You can access the full paper here.

Modelling local electricity consumption by incorporating data of social media using natural language processing

Published in 28th International Conference and Exhibition on Electricity Distribution (CIRED 2025), Geneva, Switzerland, 2025

Huang, Y., Shahid, M. S., De Moliner, A., Delinchant, B., & Cauchois, P. (June, 2025). Modelling local electricity consumption by incorporating data of social media using natural language processing. IET Conference Proceedings, 2025(14), 263‑267.
You can access the full paper here.

Collective Intelligence for Energy Flexibility–Collectief: An EU H2020 Project for Enhancing Energy Efficiency and Flexibility in Existing Buildings

Published in Future Energy Solutions (FES) 2023, Vaasa, Finland, 2023

Aghaei, M., Moazami, A., Erba, S., Hosseini, M., Avendano, I. A. C., Shahid, M. S., Torrens-Galdiz, I., Mastandrea, G., Solli, R., Riederer, P., Bevilacqua, G., Javanroodi, K., Papadopoulos, P., Carlucci, S., & Nik, V. M. (June 2023). Collective Intelligence for Energy Flexibility – Collectief : An EU H2020 Project for Enhancing Energy Efficiency and Flexibility in Existing Buildings. 2023 International Conference on Future Energy Solutions (FES)
You can access the full paper here.

Designing and experimenting nudge signals to act on the energy signature of households for implementing indirect energy flexibility

Published in Building Simulation 2021, Bruges, Belgium, 2021

Shahid, M. S., Delinchant, B., Roussillon, B., Frederic, W., Llerena, D., Fadhuile, A., & Artiges, N. (September 2021). Designing and Experimenting Nudge Signals to Act on the Energy Signature of Households for Implementing Indirect Energy Flexibility. BS 2021 – International Building Simulation Conference 2021
You can access the full paper here.

Open-Source Datasets

PhD Thesis