Building Simulation Hybrid Editor-in-Chief: Da Yan
Home Building Simulation Keyword
Keyword: machine learning
Research Article
Relationship between built form and energy performance of office buildings in a severe cold Chinese region
Wei Tian, Song Yang, Jian Zuo, [...], ZhanYong Li, YunLiang Liu << Fewer
Published: 06 September 2016
2017, 10 (1): 11-24
Research Article
Energy characteristics of urban buildings: Assessment by machine learning
Wei Tian, Chuanqi Zhu, Yu Sun, [...], Zhanyong Li, Baoquan Yin << Fewer
Published: 20 March 2020
2021, 14 (1): 179-193
Research Article
Performance comparison of occupancy count estimation and prediction with common versus dedicated sensors for building model predictive control
Fisayo Caleb Sangogboye, Krzysztof Arendt, Ashok Singh, [...], Christian T. Veje, Mikkel Baun Kjærgaard, Bo Nørregaard Jørgensen << Fewer
Published: 05 August 2017
2017, 10 (6): 829-843
Research Article
Physics-based, data-driven approach for predicting natural ventilation of residential high-rise buildings
Vincent J.L. Gan, Boyu Wang, C.M. Chan, [...], A.U. Weerasuriya, Jack C.P. Cheng << Fewer
Published: 14 April 2021
2022, 15 (1): 129-148
Cover Article
Data-driven model predictive control for power demand management and fast demand response of commercial buildings using support vector regression
Rui Tang, Cheng Fan, Fanzhe Zeng, Wei Feng
Published: 30 June 2021
2022, 15 (3): 317-331
Research Article
Room zonal location and activity intensity recognition model for residential occupant using passive-infrared sensors and machine learning
Jingsi Zhang, Ting Zhao, Xiang Zhou, [...], Jilong Wang, Xinyue Zhang, Chaokui Qin, Maohui Luo << Fewer
Published: 07 December 2021
2022, 15 (6): 1133-1144
Research Article
Development of data-driven thermal sensation prediction model using quality-controlled databases
Xiang Zhou, Ling Xu, Jingsi Zhang, [...], Lie Ma, Mingzheng Zhang, Maohui Luo << Fewer
Published: 09 June 2022
2022, 15 (12): 2111-2125
Review Article
Challenges and opportunities of machine learning control in building operations
Liang Zhang, Zhelun Chen, Xiangyu Zhang, [...], Amanda Pertzborn, Xin Jin << Fewer
Published: 14 March 2023
2023, 16 (6): 831-852
Research Article
A general spatial-temporal framework for short-term building temperature forecasting at arbitrary locations with crowdsourcing weather data
Reisa F. Widjaja, Wenbo Wu, Zhi Zhou, [...], Renhao Sun, Hannah C. Fontenot, Bing Dong << Fewer
Published: 10 February 2023
2023, 16 (6): 963-982
Research Article
Machine learning approach for estimating the human-related VOC emissions in a university classroom
Jialong Liu, Rui Zhang, Jianyin Xiong
Published: 13 March 2023
2023, 16 (6): 915-925
Total 14