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2020 | OriginalPaper | Buchkapitel

Research on Energy Consumption Data Characteristics of Office Building VRV Air Conditioning Outdoor Unit Based on Energy Consumption Monitoring Platform

verfasst von : Liangdong Ma, Fengmei Lu, Jili Zhang, Yiying Xu

Erschienen in: Proceedings of the 11th International Symposium on Heating, Ventilation and Air Conditioning (ISHVAC 2019)

Verlag: Springer Singapore

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Abstract

For VRV outdoor unit, the energy consumption models of air conditioning are not preferably fit for the identification and repair of data in the energy consumption monitoring platform. New characteristic models are established to provide useful assist in the identification and repair of data in this paper. Firstly, the energy consumption data of VRV outdoor unit are classified into different energy consumption modes. Secondly, the relation between data and the influencing factors of VRV outdoor unit is analyzed and the correlation coefficients are calculated. Then the influencing factor in which correlation coefficient is greater than or equal to 0.3 is selected as input variables in characteristic models. Finally, the characteristic models are established and calculated values are reckoned. The maximum average relative error between calculated value and the actual energy consumption value is within acceptable limits under different energy consumption modes.

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Literatur
1.
Zurück zum Zitat Yang, S., et al.: Data processing method for public building energy consumption monitoring systems based on data mining. Heating Ventilating Air Conditioning 2, 82–86 (2015) Yang, S., et al.: Data processing method for public building energy consumption monitoring systems based on data mining. Heating Ventilating Air Conditioning 2, 82–86 (2015)
2.
Zurück zum Zitat Wu, W., et al.: A method of identification and repair of energy consumption data of monitored building based on machine learning algorithm. In: Construction Science and Technology (2017) Wu, W., et al.: A method of identification and repair of energy consumption data of monitored building based on machine learning algorithm. In: Construction Science and Technology (2017)
3.
Zurück zum Zitat Chen, Y., et al.: Flow meter fault isolation in building central chilling systems using wavelet analysis. Energy Conserv. Manage. 47(13), 1700–1710 (2006)CrossRef Chen, Y., et al.: Flow meter fault isolation in building central chilling systems using wavelet analysis. Energy Conserv. Manage. 47(13), 1700–1710 (2006)CrossRef
4.
Zurück zum Zitat Li, Q., et al.: Cluster analysis of hourly usage ratio of lighting and equipments energy use in office buildings. J. Chongqing Jianzhu Univ. 36(5) (2014) Li, Q., et al.: Cluster analysis of hourly usage ratio of lighting and equipments energy use in office buildings. J. Chongqing Jianzhu Univ. 36(5) (2014)
5.
Zurück zum Zitat Liu, C., et al.: Analysis on the operational power consumption of the VRV air-conditioning system and centralized air-conditioning system based on building energy monitoring and management system. Build. Sci. 32(6), 108–115 (2016) Liu, C., et al.: Analysis on the operational power consumption of the VRV air-conditioning system and centralized air-conditioning system based on building energy monitoring and management system. Build. Sci. 32(6), 108–115 (2016)
6.
Zurück zum Zitat Liu, J., et al.: An investigation of thermal comfort adaptation behavior in office buildings in the UK. Indoor Built Environ. 24(5), 675–691 (2014)CrossRef Liu, J., et al.: An investigation of thermal comfort adaptation behavior in office buildings in the UK. Indoor Built Environ. 24(5), 675–691 (2014)CrossRef
Metadaten
Titel
Research on Energy Consumption Data Characteristics of Office Building VRV Air Conditioning Outdoor Unit Based on Energy Consumption Monitoring Platform
verfasst von
Liangdong Ma
Fengmei Lu
Jili Zhang
Yiying Xu
Copyright-Jahr
2020
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-9528-4_134