A review of data-driven approaches for prediction and classification of building energy consumption Y Wei, X Zhang, Y Shi, L Xia, S Pan, J Wu, M Han, X Zhao
Renewable and Sustainable Energy Reviews 82, 1027-1047, 2018
692 2018 Modeling occupant behavior in buildings S Carlucci, M De Simone, SK Firth, MB Kjærgaard, R Markovic, ...
Building and Environment 174, 106768, 2020
175 2020 A review of reinforcement learning methodologies for controlling occupant comfort in buildings M Han, R May, X Zhang, X Wang, S Pan, D Yan, Y Jin, L Xu
Sustainable cities and society 51, 101748, 2019
146 2019 A review of urban energy systems at building cluster level incorporating renewable-energy-source (RES) envelope solutions X Zhang, M Lovati, I Vigna, J Widén, M Han, C Gal, T Feng
Applied Energy 230, 1034-1056, 2018
128 2018 Prediction of occupancy level and energy consumption in office building using blind system identification and neural networks Y Wei, L Xia, S Pan, J Wu, X Zhang, M Han, W Zhang, J Xie, Q Li
Applied energy 240, 276-294, 2019
127 2019 Techno-economic analysis of a solar photovoltaic/thermal (PV/T) concentrator for building application in Sweden using Monte Carlo method Y Gu, X Zhang, JA Myhren, M Han, X Chen, Y Yuan
Energy Conversion and Management 165, 8-24, 2018
123 2018 A study on influential factors of occupant window-opening behavior in an office building in China S Pan, Y Xiong, Y Han, X Zhang, L Xia, S Wei, J Wu, M Han
Building and environment 133, 41-50, 2018
117 2018 A novel reinforcement learning method for improving occupant comfort via window opening and closing M Han, R May, X Zhang, X Wang, S Pan, Y Da, Y Jin
Sustainable Cities and Society 61, 102247, 2020
62 2020 Measuring transport related CO2 emissions induced by online and brick-and-mortar retailing K Carling, M Han, J Håkansson, X Meng, N Rudholm
Transportation Research Part D: Transport and Environment 40, 28-42, 2015
59 2015 Occupant behavior modeling methods for resilient building design, operation and policy at urban scale: A review B Dong, Y Liu, H Fontenot, M Ouf, M Osman, A Chong, S Qin, F Salim, ...
Applied Energy 293, 116856, 2021
57 2021 A data-driven model predictive control for lighting system based on historical occupancy in an office building: Methodology development Y Jin, D Yan, X Zhang, J An, M Han
Building Simulation 14, 219-235, 2021
49 2021 Comparison and one-stop shopping after big-box retail entry: A spatial difference-in-difference analysis M Han, O Mihaescu, Y Li, N Rudholm
Journal of Retailing and Consumer Services 40, 175-187, 2018
40 2018 Digital twin for accelerating sustainability in positive energy district: A review of simulation tools and applications X Zhang, J Shen, PK Saini, M Lovati, M Han, P Huang, Z Huang
Frontiers in Sustainable Cities 3, 663269, 2021
39 2021 Does Euclidean distance work well when the p-median model is applied in rural areas? K Carling, M Han, J Håkansson
Annals of Operations Research 201 (1), 83-97, 2012
36 2012 The reinforcement learning method for occupant behavior in building control: A review M Han, J Zhao, X Zhang, J Shen, Y Li
Energy and Built Environment 2 (2), 137-148, 2021
31 2021 Development of an adaptation table to enhance the accuracy of the predicted mean vote model Y Li, Y Rezgui, A Guerriero, X Zhang, M Han, S Kubicki, D Yan
Building and Environment 168, 106504, 2020
29 2020 Investigation of electric vehicle smart charging characteristics on the power regulation performance in solar powered building communities and battery degradation in Sweden P Huang, R Tu, X Zhang, M Han, Y Sun, SA Hussain, L Zhang
Journal of Energy Storage 56, 105907, 2022
22 2022 A review of reinforcement learning methodologies on control systems for building energy M Han, X Zhang, L Xu, R May, S Pan, J Wu
Högskolan Dalarna, 2018
20 2018 An approach to data acquisition for urban building energy modeling using a gaussian mixture model and expectation-maximization algorithm M Han, Z Wang, X Zhang
Buildings 11 (1), 30, 2021
17 2021 Distance measure and the -median problem in rural areas K Carling, M Han, J Håkansson, P Rebreyend
Annals of Operations Research 226 (1), 89-99, 2015
17 2015