2022

Deb, C. Data-driven urban energy modelling: Global trends and India. Book chapter in Advances in Urban Design and Engineering: Perspectives from India (2022) Springer Nature (to be made available in May)

Singh M. M., Deb, C., Geyer, P. Early-stage design support combining machine learning and building information modelling (2022) Automation in Construction, 136, art. no. 104147

DOI: 10.1016/j.autcon.2022.104147 

2021

Anand, P., Deb, C., Yan, K., Yang, J., Cheong, D., Sekhar, C. Occupancy-based energy consumption modelling using machine learning algorithms for institutional buildings (2021) Energy and Buildings, 252, art. no. 111478

DOI: 10.1016/j.enbuild.2021.111478

 

Frei, M., Hischier, I., Deb, C., Sigrist, D., Schlueter, A. Impact of Measurement Uncertainty on Building Modeling and Retrofitting Decisions (2021) Frontiers in Built Environment, 7, art. no. 675913

DOI: 10.3389/fbuil.2021.675913

 

Deb, C., Dai, Z., Schlueter, A. A machine learning-based framework for cost-optimal building retrofit (2021) Applied Energy, 294, art. no. 116990

DOI: 10.1016/j.apenergy.2021.116990

Deb, C., Schlueter, A. Review of data-driven energy modelling techniques for building retrofit (2021) Renewable and Sustainable Energy Reviews, 144, art. no. 110990. DOI: 10.1016/j.rser.2021.110990

 

Deb, C., Gelder, L.V., Spiekman, M., Pandraud, G., Jack, R., Fitton, R. Measuring the heat transfer coefficient (HTC) in buildings: A stakeholder's survey (2021) Renewable and Sustainable Energy Reviews, 144, art. no. 111008

DOI: 10.1016/j.rser.2021.111008

Frei, M., Deb, C., Nagy, Z., Hischier, I., Schlueter, A. Building Energy Performance Assessment Using an Easily Deployable Sensor Kit: Process, Risks, and Lessons Learned (2021) Frontiers in Built Environment, 6, art. no. 609877 

DOI: 10.3389/fbuil.2020.609877

2020

Cozza, S., Chambers, J., Deb, C., Scartezzini, J.-L., Schlüter, A., Patel, M.K. Do energy performance certificates allow reliable predictions of actual energy consumption and savings? Learning from the Swiss national database (2020) Energy and Buildings, 224, art. no. 110235

DOI: 10.1016/j.enbuild.2020.110235

 

Westermann, P., Deb, C., Schlueter, A., Evins, R. Unsupervised learning of energy signatures to identify the heating system and building type using smart meter data (2020) Applied Energy, 264, art. no. 114715

DOI: 10.1016/j.apenergy.2020.114715

 

Frei, M., Deb, C., Stadler, R., Nagy, Z., Schlueter, A. Wireless sensor network for estimating building performance (2020) Automation in Construction, 111, art. no. 103043 DOI: 10.1016/j.autcon.2019.103043

 

Deb, C., Frei, M., Schlueter, A. Identifying temporal properties of building components and indoor environment for building performance assessment (2020) Building and Environment, 168, art. no. 106506

DOI: 10.1016/j.buildenv.2019.106506

2019 & earlier

For a complete list of publications, please click here.

Publications