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Smart Buildings and Smart Cities (Machine Learning, AI, IoT)

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A model-based predictive control method for thermal environment in low-energy buildingsChen, Yibo (1); Berardi, Umberto (2); Liang, Er (1); Cui, Guoyou (3); Jiang, Xin (1)1: School of Civil Engineering, Zhengzhou University, Zhengzhou, 450000, China;
2: Faculty of Engineering and Architectural Science, Ryerson University, 325 Church Street, Toronto, Canada;
3: Fivewin Architecture Technology Group, Zhengzhou, 450000, China
Agent-based Decentralized Energy Management with Distributed Intelligence for HVAC ControlHussain, Syed Asad (1); Jayasena, Amindha (1); Wang, Lan (2); Lee, Eric Wai Ming (3); Kwok Kit Yuen, Richard (3); Sadiq, Rehan (1); Hewage, Kasun (1)1: Life Cycle Management Laboratory (LCML) at the School of Engineering, The University of British Columbia, Canada;
2: School of Mechanics and Construction Engineering, Jinan University, Guang Zhou, China;
3: Department of Architecture and Civil Engineering, City University of Hong Kong, Kowloon, Hong Kong
Data-driven predictive control (DDPC) with deep neural networks for building energy savingsFontenot, Hannah (1); Dong, Bing (1); Zhou, Zhi (2)1: Syracuse University, USA;
2: Argonne National Laboratory, USA
Developing a Window Control Algorithm Based on Reinforcement Learning for Indoor PM2.5 MitigationAn, Yuting (1); Xia, Tongling (1); You, Ruoyu (2); Lai, Dayi (3); Liu, Junjie (4); Chen, Chun (1,5)1: Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, N.T., 999077, Hong Kong SAR, China;
2: Department of Building Services Engineering, The Hong Kong Polytechnic University, Kowloon, 999077, Hong Kong SAR, China;
3: School of Design, Shanghai Jiao Tong University, Shanghai, 200240, China;
4: Tianjin Key Lab of Indoor Air Environmental Quality Control, School of Environmental Science and Engineering, Tianjin University, Tianjin, 300072, China;
5: Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen, 518057, China
Effect of Thermal Energy Meter Density and Configuration on Disaggregation AccuracyZaeri Esfahani, Narges (1); Gunay, Burak (1); Ashouri, Araz (1,2)1: Carleton University, Canada;
2: Department of Civil and Environmental Engineering, Carleton University, Ottawa, Canada
Fairness-aware Regression Models for Building Energy Prediction to Achieve Uniform PerformanceSun, Ying (1); Haghighat, Fariborz (1); Fung, Benjamin C. M. (2)1: Concordia University, Canada;
2: School of Information Studies, McGill University, Canada
Impact of Zoning Definition on Electrical Heating Systems Flexibility Potential in Residential Buildings: A Quebec Case StudyHosseini, Sayed Saeed (1); Vallianos, Charalampos (2); Agbossou, Kodjo (1); Athienitis, Andreas (2); Delcroix, Benoit (3); Henao, Nilson (1); Rao, Jiwu (2); Kelouwani, Sousso (4)1: Department of Electrical and Computer Engineering, Smart energy research and innovation laboratory, Hydrogen Research Institute, University of Quebec at Trois-Rivieres, Trois-Rivieres, Canada;
2: Centre for Zero Energy Building Studies, Department of Building, Civil and Environmental Engineering, Concordia University, Montreal, Canada;
3: Hydro-Quebec Institute of Research, Energy Technologies Laboratory, Shawinigan, Canada;
4: Department of Mechanical Engineering, Smart energy research and innovation laboratory, Hydrogen Research Institute, University of Quebec at Trois-Rivieres, Trois-Rivieres, Canada
Model-Free Reinforcement Learning Based Control for Radiant Floor Heating SystemsHan, Xu (1,2); Malkawi, Ali (1,2)1: Graduate School of Design, Harvard University, Cambridge, MA 02138, USA;
2: Center for Green Buildings and Cities, Harvard University, Cambridge, MA 02138, USA
Quantifying energy usage and savings in IoT control retrofitted Canadian small commercial buildings.Huchuk, Brent (1); Bahiraei, Farid (1); Goodman, Jared (2); Avadaiappan, Rajendran (2)1: National Research Council;
2: Energy Metrics LLC
Research on energy saving control of GSHP in a factory in Shanghai based on PSO algorithmMiao, Yurun; Xiong, Lei; Fan, Xinzhou; Yao, YeShanghai Jiao Tong University, China, People's Republic of
Socio-technical challenges to operational energy management in buildings: Semi-structured interviews with two facility management companiesBrackley, Connor (1); Nojedehi, Pedram (2); Darwazeh, Darwish (2); O’Brien, William (2); Ouf, Mohamed M. (1)1: Department of Building, Civil and Environmental Engineering, Concordia University, Canada;
2: Department of Civil and Environmental Engineering, Carleton University, Canada
Sustainable Policy Design - How Policy impacts Household Waste Management: A Case-study from ShanghaiDu, Wenhang (1); Yang, Jiami (1); Chen, Tianyu (1); Yao, Jinli (1); Yan, Jun (1); Ge, Hua (1); Bhuiyan, Nadia (1); Zhou, Fayi (2); Liu, Xiao (3); Zeng, Yong (1)1: Concordia University, Canada;
2: Edmonton Power Corporation;
3: Shanghai Jiaotong University
Time-Resolved Neural Network Surrogate Models as Digital TwinsKotha, Rajeev; Lédée, François; Shamsi, Mohammad Haris; Evins, RalphUniversity of Victoria, Canada
Smart Buildings and Smart Cities
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