Intelligent multiobjective optimization design for NZEBs in China: Four climatic regions

X Wu, X Li, Y Qin, W Xu, Y Liu - Applied Energy, 2023 - Elsevier
Near-zero-energy-consumption buildings (NZEBs) are of great significance for sustainable
development, and their design and research have attracted increasing academic attention …

Intelligent optimization framework of near zero energy consumption building performance based on a hybrid machine learning algorithm

X Wu, Z Feng, H Chen, Y Qin, S Zheng, L Wang… - … and Sustainable Energy …, 2022 - Elsevier
The realization of a near zero energy consumption building (NZEB) is one of the important
goals to promote the sustainable development of green buildings. To achieve the goal of …

Multiobjective optimization of building energy consumption based on BIM-DB and LSSVM-NSGA-II

B Chen, Q Liu, H Chen, L Wang, T Deng… - Journal of Cleaner …, 2021 - Elsevier
The building envelope performance significantly influences the building energy
consumption, and the major influencing factors of the building envelope include the external …

Application of multi-objective genetic algorithm to optimize energy efficiency and thermal comfort in building design

W Yu, B Li, H Jia, M Zhang, D Wang - Energy and Buildings, 2015 - Elsevier
Several conflicting criteria exist in building design optimization, especially energy
consumption and indoor environment thermal performance. This paper presents a novel …

BIM-based multi-objective optimization of low-carbon and energy-saving buildings

L Zhao, W Zhang, W Wang - Sustainability, 2022 - mdpi.com
Global warming and other environmental problems are increasing the demand for green
and low-carbon buildings. The development of high-performance computers and building …

A multi-objective optimization design method in zero energy building study: A case study concerning small mass buildings in cold district of China

W Wu, J Guo, J Li, H Hou, Q Meng, W Wang - Energy and Buildings, 2018 - Elsevier
This study aims to develop a new global multi-objective optimization design for zero energy
buildings (ZEBs), integrating the multi-objective optimization technique with the …

Energy-quota-based integrated solutions for heating and cooling of residential buildings in the Hot Summer and Cold Winter zone in China

X Cao, R Yao, C Ding, N Zhou, W Yu, J Yao, J Xiong… - Energy and …, 2021 - Elsevier
Abstract The Hot Summer and Cold Winter (HSCW) climate zone along the Yangtze River
Valley Region is an economically well-developed region in China. With the improvement of …

[HTML][HTML] Multiobjective optimization of building energy consumption and thermal comfort based on integrated BIM framework with machine learning-NSGA II

HH Hosamo, MS Tingstveit, HK Nielsen… - Energy and …, 2022 - Elsevier
Detailed parametric analysis and measurements are required to reduce building energy
usage while maintaining acceptable thermal conditions. This research suggested a system …

Passive design optimization of newly-built residential buildings in Shanghai for improving indoor thermal comfort while reducing building energy demand

S Gou, VM Nik, JL Scartezzini, Q Zhao, Z Li - Energy and buildings, 2018 - Elsevier
The objective of this paper is to optimize the passive design of newly-built residential
buildings in hot summer and cold winter region of China for improving indoor thermal …

Study on energy consumption, thermal comfort and economy of passive buildings based on multi-objective optimization algorithm for existing passive buildings

Y Wang, L Hu, L Hou, W Cai, L Wang, Y He - Journal of Cleaner Production, 2023 - Elsevier
The rapid development of urbanization in China inevitably leads to a sharp increase in
building energy consumption, and Passive House (PH) have received much attention in …