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Arnab Chatterjee

École Polytechnique Fédérale de Lausanne (EPFL)

SCHOLARLY PAPERS

5

DOWNLOADS

233

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Non-Intrusive Load Monitoring (Nilm) with Very Low-Frequency Data from Smart Meters in Switzerland

Number of pages: 13 Posted: 27 Jan 2025
Arnab Chatterjee and Philipp Heer
École Polytechnique Fédérale de Lausanne (EPFL) and Swiss Federal Laboratories for Material Science and Technology (EMPA)
Downloads 66 (916,100)

Abstract:

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non-intrusive load monitoring, Smart meter, Demand response, Machine learning, Signal processing, built environment

2.

Resolving Indoor Shortwave and Longwave Human Body Irradiance Variations for Mean Radiant Temperature and Thermal Comfort

Number of pages: 54 Posted: 29 Jan 2023
University of Pennsylvania, Tongji University, École Polytechnique Fédérale de Lausanne (EPFL), Princeton University, affiliation not provided to SSRN, Princeton University - School of Engineering and Applied Science and École Polytechnique Fédérale de Lausanne (EPFL)
Downloads 56 (1,000,027)

Abstract:

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Mean Radiant Temperature, Radiant Heat Transfer, Local Thermal Comfort, Ray Tracing, Irradiance, Human Body, Simulation

3.

Personalized thermal comfort control in office buildings using machine learning and deep reinforcement learning

Number of pages: 22 Posted: 24 Nov 2025
École Polytechnique Fédérale de Lausanne (EPFL), affiliation not provided to SSRN, affiliation not provided to SSRN and Swiss Federal Laboratories for Material Science and Technology (EMPA)
Downloads 49 (1,074,648)

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Personal Thermal Comfort, DRL Control, Support Vector Machine, Deep Deterministic Policy Gradient, Energy efficiency

4.

Energy, SBS Symptoms, And Productivity in Swiss Open-Space Offices: Economic Evaluation of Standard, Actual, And Optimum Scenarios

Number of pages: 27 Posted: 06 Apr 2023
École Polytechnique Fédérale de Lausanne (EPFL), École Polytechnique Fédérale de Lausanne (EPFL), Politecnico di Torino, École Polytechnique Fédérale de Lausanne (EPFL), École Polytechnique Fédérale de Lausanne (EPFL), affiliation not provided to SSRN and École Polytechnique Fédérale de Lausanne (EPFL)
Downloads 37 (1,222,651)

Abstract:

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healthy buildings, human performance, key performance indicators, Indoor environmental quality, field study, economic evaluation

5.

Customer segmentation and demand response optimization in residential households: a scalable framework from large-scale smart meter data

Number of pages: 20 Posted: 07 Feb 2026
École Polytechnique Fédérale de Lausanne (EPFL), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Swiss Federal Laboratories for Material Science and Technology (EMPA)
Downloads 25 (1,491,251)

Abstract:

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Smart metering, Customer segmentation, Residential buildings, K-means clustering, Demand Response, Big data analytics