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Building Simulation - v. 14, n. 1 (novembre 2020)

Publié:	novembre 2020

Articles dans ce numéro

Auteur(s)	Titre	Page(s)
Fan, Cheng / Xiao, Fu / Yan, Da	Advanced data analytics for building energy modeling and management	1-2
Fan, Cheng / Yan, Da / Xiao, Fu / Li, Ao / An, Jingjing / Kang, Xuyuan	Advanced data analytics for enhancing building performances: From data-driven to big data-driven approaches	3-24
Zhan, Sicheng / Chong, Adrian / Lasternas, Bertrand	Automated recognition and mapping of building management system (BMS) data points for building energy modeling (BEM)	43-52
Delcroix, Benoit / Ny, Jérôme Le / Bernier, Michel / Azam, Muhammad / Qu, Bingrui / Venne, Jean-Simon	Autoregressive neural networks with exogenous variables for indoor temperature prediction in buildings	165-178
Sala, Juan / Li, Rongling / Christensen, Morten H.	Clustering and classification of energy meter data: A comparison analysis of data from individual homes and the aggregated data from multiple homes	103-117
Xu, Jieyan / Kang, Xuyuan / Chen, Zheng / Yan, Da / Guo, Siyue / Jin, Yuan / Hao, Tianyi / Jia, Rongda	Clustering-based probability distribution model for monthly residential building electricity consumption analysis	149-164
Piscitelli, Marco Savino / Brandi, Silvio / Capozzoli, Alfonso / Xiao, Fu	A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings	131-147
Chen, Zhe / Xu, Peng / Feng, Fan / Qiao, Yifan / Luo, Wei	Data mining algorithm and framework for identifying HVAC control strategies in large commercial buildings	63-74
Jin, Yuan / Yan, Da / Zhang, Xingxing / An, Jingjing / Han, Mengjie	A data-driven model predictive control for lighting system based on historical occupancy in an office building: Methodology development	219-235
Li, Ao / Xiao, Fu / Fan, Cheng / Hu, Maomao	Development of an ANN-based building energy model for information-poor buildings using transfer learning	89-101
Tian, Wei / Zhu, Chuanqi / Sun, Yu / Li, Zhanyong / Yin, Baoquan	Energy characteristics of urban buildings: Assessment by machine learning	179-193
Lu, Xing / Feng, Fan / Pang, Zhihong / Yang, Tao / O'Neill, Zheng	Extracting typical occupancy schedules from social media (TOSSM) and its integration with building energy modeling	25-41
Xia, Yudong / Ding, Qiang / Li, Zhao / Jiang, Aipeng	Fault detection for centrifugal chillers using a Kernel Entropy Component Analysis (KECA) method	53-61
Tang, Rui / Wang, Shengwei / Sun, Shaobo	Impacts of technology-guided occupant behavior on air-conditioning system control and building energy use	209-217
Popoola, Olawale / Chipango, MoreBlessing	Improved peak load management control technique for nonlinear and dynamic residential energy consumption pattern	195-208
Quintana, Matias / Arjunan, Pandarasamy / Miller, Clayton	Islands of misfit buildings: Detecting uncharacteristic electricity use behavior using load shape clustering	119-130
Yuan, Xiaolei / Pan, Yiqun / Yang, Jianrong / Wang, Weitong / Huang, Zhizhong	Study on the application of reinforcement learning in the operation optimization of HVAC system	75-87

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sur cette fiche
IssueID
54951
Publié(e) le:
20.01.2021
Modifié(e) le:
20.01.2021

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