Jianxin Zhang

A novel building heat pump system semi-supervised fault detection and diagnosis method under small and imbalanced data

Jianxin Zhang, Yuanyi Xu, Huanxin Chen et al. · Engineering Applications of Artificial Intelligence · 2023 · 39 citations

Fault Diagnosis, Imbalanced Data, Engineering +11

Steam control transmission protocol

Jianxin Zhang · CSUN ScholarWorks (California State University, Northridge) · 2003 · 38 citations · Full text

Transport Layer, Control Protocol, Network Communication Protocol +1

Integrated generative networks embedded with ensemble classifiers for fault detection and diagnosis under small and imbalanced data of building air condition system

Jianxin Zhang, Zhengfei Li, Huanxin Chen et al. · Energy and Buildings · 2022 · 37 citations

Fault Diagnosis, Engineering, Machine Learning +11

Refrigerant charge fault diagnosis strategy for VRF systems based on stacking ensemble learning

Li Zhang, Yahao Cheng, Jianxin Zhang et al. · Building and Environment · 2023 · 30 citations · Full text

Determining optimal parameter ranges of warm supply air for stratum ventilation using Pareto-based MOPSO and cluster analysis

Shuangshuang Liang, Bozheng Li, Xue Tian et al. · Journal of Building Engineering · 2021 · 29 citations · Full text