An examination of data science’s application to the subject of energy management

Due to HVAC systems, residential and commercial building energy consumption has constantly increased. Energy loads, transportation, storage, and user behavior affect building energy use. Technology can now precisely monitor, gather, and store this process’s massive data. This technology can meaningf...

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Bibliographic Details
Published inAIP conference proceedings Vol. 2978; no. 1
Main Authors Tiwari, Nachiket, Mishra, Paritosh, Pattanayak, Prem Ranjan, Chaudhary, Akshay, Jain, Samyak
Format Journal Article Conference Proceeding
LanguageEnglish
Published Melville American Institute of Physics 19.01.2024
Subjects
Commercial buildings
Construction industry
Data science
Energy consumption
Energy management
Energy storage
HVAC equipment
Residential energy
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Summary:Due to HVAC systems, residential and commercial building energy consumption has constantly increased. Energy loads, transportation, storage, and user behavior affect building energy use. Technology can now precisely monitor, gather, and store this process’s massive data. This technology can meaningfully analyse and use such data. Data science to improve energy efficiency is a hot topic right now. This article discusses how energy management practitioners, particularly in the construction industry, have used data science to solve their most complex challenges. The paper also talks about the pros and cons of fully connected devices and new computer technologies.
Bibliography:ObjectType-Conference Proceeding-1
SourceType-Conference Papers & Proceedings-1
content type line 21
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0182931