Building Simulation

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

https://doi.org/10.1007/s12273-016-0314-3

Published: 06 September 2016

2017, 10 (1): 11-24

Downloads: 11 | Views: 432 |

PDF (535 KB)

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

https://doi.org/10.1007/s12273-017-0397-5

Published: 05 August 2017

2017, 10 (6): 829-843

Downloads: 10 | Views: 486 |

PDF (570 KB)

Research Article

Energy characteristics of urban buildings: Assessment by machine learning

Wei Tian, Chuanqi Zhu, Yu Sun, [...], Zhanyong Li, Baoquan Yin << Fewer

https://doi.org/10.1007/s12273-020-0608-3

Published: 20 March 2020

2021, 14 (1): 179-193

Downloads: 19 | Views: 523 |

PDF (764.7 KB)

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

https://doi.org/10.1007/s12273-021-0784-9

Published: 14 April 2021

2022, 15 (1): 129-148

Downloads: 18 | Views: 541 |

PDF (4.7 MB)

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

https://doi.org/10.1007/s12273-022-0911-2

Published: 09 June 2022

2022, 15 (12): 2111-2125

Downloads: 26 | Views: 431 |

PDF (2.9 MB)

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

https://doi.org/10.1007/s12273-021-0811-x

Published: 30 June 2021

2022, 15 (3): 317-331

Downloads: 17 | Views: 555 |

PDF (2.3 MB)

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

https://doi.org/10.1007/s12273-021-0870-z

Published: 07 December 2021

2022, 15 (6): 1133-1144

Downloads: 29 | Views: 644 |

PDF (1.7 MB)

Open Access Research Article

Ensemble machine learning framework for daylight modelling of various building layouts

Rashed Alsharif, Mehrdad Arashpour, Emad Golafshani, [...], Milad Bazli, Saeed Reza Mohandes << Fewer

https://doi.org/10.1007/s12273-023-1045-x

Published: 30 August 2023

2023, 16 (11): 2049-2061

Downloads: 16 | Views: 223 |

PDF (2.4 MB)

Review Article

Challenges and opportunities of machine learning control in building operations

Liang Zhang, Zhelun Chen, Xiangyu Zhang, [...], Amanda Pertzborn, Xin Jin << Fewer

https://doi.org/10.1007/s12273-023-0984-6

Published: 14 March 2023

2023, 16 (6): 831-852

Downloads: 24 | Views: 295 |

PDF (2 MB)

Research Article

Machine learning approach for estimating the human-related VOC emissions in a university classroom

Jialong Liu, Rui Zhang, Jianyin Xiong

https://doi.org/10.1007/s12273-022-0976-y

Published: 13 March 2023

2023, 16 (6): 915-925

Downloads: 14 | Views: 248 |

PDF (1.8 MB)