Research and analysis of data mining in indoor environmental monitoring

Ruiming Bao; Wenrong Jiang

doi:10.1117/12.2625596

9 December 2021 Research and analysis of data mining in indoor environmental monitoring

Ruiming Bao, Wenrong Jiang

Proceedings Volume 12129, International Conference on Environmental Remote Sensing and Big Data (ERSBD 2021); 121290K (2021) https://doi.org/10.1117/12.2625596
Event: 2021 International Conference on Environmental Remote Sensing and Big Data, 2021, Wuhan, China

Abstract

This paper first discusses the concepts and techniques of data mining. Then the sources and effects of indoor environmental pollution are introduced, from which the data to be monitored in indoor environments are derived and classified, and four approaches to data acquisition are discussed. Five main application directions of indoor environmental monitoring research are then discussed, including: environmental data visualization, indoor safety warning, building energy consumption, indoor environment and individual health analysis, and research on indoor environmental management decisions. Finally, we compare the research content, potential problems, and future research hotspots in this field.

Citation Download Citation

Ruiming Bao and Wenrong Jiang "Research and analysis of data mining in indoor environmental monitoring", Proc. SPIE 12129, International Conference on Environmental Remote Sensing and Big Data (ERSBD 2021), 121290K (9 December 2021); https://doi.org/10.1117/12.2625596

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