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 | 754 | 2018 |
Modeling occupant behavior in buildings S Carlucci, M De Simone, SK Firth, MB Kjærgaard, R Markovic, ... Building and Environment 174, 106768, 2020 | 186 | 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 | 155 | 2019 |
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 | 136 | 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 | 135 | 2018 |
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 | 128 | 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 | 123 | 2018 |
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 | 69 | 2021 |
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 | 67 | 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 | 62 | 2015 |
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 | 51 | 2021 |
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 | 46 | 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 | 41 | 2018 |
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 | 37 | 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 | 35 | 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 | 31 | 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 | 27 | 2022 |
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 | 22 | 2021 |
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 | 21 | 2018 |
Characterization and optimization of energy sharing performances in energy-sharing communities in Sweden, Canada and Germany P Huang, M Han, X Zhang, SA Hussain, RJ Bhagat, DH Kumar Applied Energy 326, 120044, 2022 | 19 | 2022 |