Huanxin Chen

发表

A comprehensive overview on the data driven and large scale based approaches for forecasting of building energy demand: A review

Tanveer Ahmad, Huanxin Chen, Yabin Guo, 2018 .

Water source heat pump energy demand prognosticate using disparate data-mining based approaches

Tanveer Ahmad, Jan Shair, Huanxin Chen, 2018, Energy.

Modeling and analysis of the influence of Thomson effect on micro-thermoelectric coolers considering interfacial and size effects

Huanxin Chen, Dongfang Sun, Limei Shen, 2020 .

Daily soil temperatures predictions for various climates in United States using data-driven model

Jiangyan Liu, Huanxin Chen, Chen Ren, 2018, Energy.

Influences of temperature and contact pressure on thermal contact resistance at interfaces at cryogenic temperatures

Huanxin Chen, Dongmei Bi, Tian Ye, 2012 .

Effects of thermal conductivity on the thermal contact resistance between non-conforming rough surfaces: An experimental and modeling study

Huanxin Chen, Shanjian Liu, Dongmei Bi, 2020 .

Fault diagnosis of refrigerant charge based on Decision Tree for variable refrigerant flow air-conditioning system

Huanxin Chen, Jiangyu Wang, Haorong Li, 2016 .

Development of a virtual variable-speed compressor power sensor for variable refrigerant flow air conditioning system

Guannan Li, Yunpeng Hu, Limei Shen, 2017 .

Extending the virtual refrigerant charge sensor (VRC) for variable refrigerant flow (VRF) air conditioning system using data-based analysis methods

Jiong Li, Huanxin Chen, Guannan Li, 2016 .

The optimization design and parametric study of thermoelectric radiant cooling and heating panel

Limei Shen, Huanxin Chen, Huanxin Chen, 2017 .

Supervised based machine learning models for short, medium and long-term energy prediction in distinct building environment

Tanveer Ahmad, Ronggeng Huang, Jan Shair, 2018, Energy.

An alternative approach to quantifying fluid flow uniformity based on area-weighted average velocity and mass-weighted average velocity

Huanxin Chen, Yunpeng Hu, Junlong Xie, 2012 .

The co-benefits of clean air and low-carbon policies on heavy metal emission reductions from coal-fired power plants in china

Huanxin Chen, Ning Zhang, Xianhai Zeng, 2022, Resources, Conservation and Recycling.

The step-change cooling performance of miniature thermoelectric module for pulse laser

Shengwei Wang, Huanxin Chen, F. Xiao, 2014 .

Rapidly changing coal-related city-level atmospheric mercury emissions and their driving forces.

Lin Xiao, Huanxin Chen, Bin Chen, 2021, Journal of hazardous materials.

A Robust VRF fault diagnosis method based on ensemble BiLSTM with attention mechanism: Considering uncertainties and generalization

Huanxin Chen, Linzhi Han, Yuping Deng, 2022, Energy and Buildings.

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

Huanxin Chen, Lu Xing, Jianxin Zhang, 2022, Energy and Buildings.

The impact of trade on fuel-related mercury emissions in Beijing—evidence from three-scale input-output analysis

Qing Yang, Gong Chen, Huanxin Chen, 2017 .

Modeling of high power light-emitting diode package integrated with micro-thermoelectric cooler under various interfacial and size effects

Huanxin Chen, Dongfang Sun, Limei Shen, 2019, Energy Conversion and Management.

Modelling and Simulation of a Building Energy Hub

Huanxin Chen, Jiangyu Wang, J. Uche, 2018, Proceedings.

Thermal management for a micro semiconductor laser based on thermoelectric cooling

Wei Zhang, Huanxin Chen, Limei Shen, 2015 .

Performance enhancement investigation of thermoelectric cooler with segmented configuration

Huanxin Chen, Limei Shen, Qing Lu, 2020 .

Experimental research on the performance and parameters sensitivity analysis of variable refrigerant flow system with common faults imposed in heating mode

Huanxin Chen, Lu Xing, Jingfeng Shi, 2022, Energy and Buildings.

A comparison study of basic data-driven fault diagnosis methods for variable refrigerant flow system

Huanxin Chen, Guannan Li, Jiangyu Wang, 2020 .

An online compressor liquid floodback fault diagnosis method for variable refrigerant flow air conditioning system

Jiangyu Wang, Chengliang Xu, Huanxin Chen, 2020 .

An improved decision tree-based fault diagnosis method for practical variable refrigerant flow system using virtual sensor-based fault indicators

Jiong Li, Jiangyan Liu, Huanxin Chen, 2018 .

Abnormal energy identification of variable refrigerant flow air-conditioning systems based on data mining techniques

Yue Wang, Pengfei Liu, Jiahui Liu, 2019, Applied Thermal Engineering.

A sensor fault detection and diagnosis strategy for screw chiller system using support vector data description-based D-statistic and DV-contribution plots

Min Hu, Huanxin Chen, Guannan Li, 2016 .

An improved fault detection method for incipient centrifugal chiller faults using the PCA-R-SVDD algorithm

Min Hu, Huanxin Chen, Jiangyan Liu, 2016 .

Data-driven model predictive control for building climate control: Three case studies on different buildings

Yue Yuan, Huanxin Chen, Jiangyu Wang, 2019, Building and Environment.

Artificial intelligence in sustainable energy industry: Status Quo, challenges and opportunities

Yonghua Song, Tanveer Ahmad, Hongcai Zhang, 2021, Journal of Cleaner Production.

Evaluation of the energy performance of variable refrigerant flow systems using dynamic energy benchmarks based on data mining techniques

Jiangyan Liu, Huanxin Chen, Guannan Li, 2017 .

The real-time study of solar thermoelectric generator

Yu Yao, Hong He, Huanxin Chen, 2017 .

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

Huanxin Chen, Jianxin Zhang, Hengda Cheng, 2023, Building and Environment.

Experimental Study of Frosting Cleaning Process on Superhydrophobic Copper Surface

Huanxin Chen, C. Dang, Minxia Li, 2023, International Journal of Refrigeration.

Investigation of a novel thermoelectric radiant air-conditioning system

Fu Xiao, Shengwei Wang, Huanxin Chen, 2013 .

Fault diagnosis method for building VRF system based on convolutional neural network: Considering system defrosting process and sensor fault coupling

Guannan Li, Huanxin Chen, Hanlu Zhong, 2021 .

Optimization design and experimental study of thermoelectric dehumidifier

Yu Yao, Huanxin Chen, Limei Shen, 2017 .

A review on machine learning forecasting growth trends and their real-time applications in different energy systems

Huanxin Chen, Tanveer Ahmad, Tanveer Ahmad, 2020 .

Machine learning-based thermal response time ahead energy demand prediction for building heating systems

Huanxin Chen, Jiangyan Liu, Ronggeng Huang, 2018, Applied Energy.

Environmental sustainability of wind power: An emergy analysis of a Chinese wind farm

Guoqian Chen, Huanxin Chen, Qing Yang, 2013 .

Improving prediction performance for indoor temperature in public buildings based on a novel deep learning method

Yue Yuan, Huanxin Chen, Yabin Guo, 2019, Building and Environment.

A novel energy demand prediction strategy for residential buildings based on ensemble learning

Yue Yuan, Tanveer Ahmad, Huanxin Chen, 2019, Energy Procedia.

Study on deep reinforcement learning techniques for building energy consumption forecasting

Zhengfei Li, Tao Liu, Chengliang Xu, 2020 .

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

Huanxin Chen, Lu Xing, Jianxin Zhang, 2023, Engineering Applications of Artificial Intelligence.

STUDY ON INDOOR ENVIRONMENT IN AIR-CONDITIONED TRAINS

Suyi Huang, Huanxin Chen, Peizhi Yang, 2003 .

A novel deep reinforcement learning based methodology for short-term HVAC system energy consumption prediction

Tao Liu, Yabin Guo, Chengliang Xu, 2019, International Journal of Refrigeration.

Abnormal energy consumption detection for GSHP system based on ensemble deep learning and statistical modeling method

Chengliang Xu, Huanxin Chen, Huanxin Chen, 2020 .

Potential of three variant machine-learning models for forecasting district level medium-term and long-term energy demand in smart grid environment

Tanveer Ahmad, Huanxin Chen, Tanveer Ahmad, 2018, Energy.

Effective bulk energy consumption control and management for power utilities using artificial intelligence techniques under conventional and renewable energy resources

Huanxin Chen, Wahab Ali Shah, Tanveer Ahmad, 2019, International Journal of Electrical Power & Energy Systems.

An energy performance evaluation methodology for individual office building with dynamic energy benchmarks using limited information

Jiahui Liu, Jiangyan Liu, Huanxin Chen, 2017 .

Deep learning-based fault diagnosis of variable refrigerant flow air-conditioning system for building energy saving

Tanveer Ahmad, Huanxin Chen, Jiangyan Liu, 2018, Applied Energy.

An effective method of evaluating the device-level thermophysical properties and performance of micro-thermoelectric coolers

Huanxin Chen, Dongfang Sun, Limei Shen, 2018, Applied Energy.

Optimized neural network-based fault diagnosis strategy for VRF system in heating mode using data mining

Huanxin Chen, Guannan Li, Yabin Guo, 2017 .

Sensor fault detection and diagnosis for a water source heat pump air-conditioning system based on PCA and preprocessed by combined clustering

Hongtao Zhang, Yabin Guo, Guannan Li, 2019, Applied Thermal Engineering.

Optimization of support vector regression model based on outlier detection methods for predicting electricity consumption of a public building WSHP system

Huanxin Chen, Guannan Li, Yabin Guo, 2017 .

A statistical training data cleaning strategy for the PCA-based chiller sensor fault detection, diagnosis and data reconstruction method

Jiong Li, Huanxin Chen, Guannan Li, 2016 .

Investigation of indoor environmental quality in Shanghai metro stations, China

Zhiwei Lian, Huanxin Chen, Xiaojiang Ye, 2010, Environmental monitoring and assessment.

Modal decomposition based ensemble learning for ground source heat pump systems load forecasting

Tao Liu, Tanveer Ahmad, Huanxin Chen, 2019, Energy and Buildings.

Review of various modeling techniques for the detection of electricity theft in smart grid environment

Tanveer Ahmad, Huanxin Chen, Yabin Guo, 2018 .

Performance investigation and optimization of the magnetic refrigeration cycle with two-stage magnetization and demagnetization

Huanxin Chen, Limei Shen, Zeyu Liu, 2022, Energy Conversion and Management.

Performance degradation analysis and fabrication guidance of μ-TEG from material to device

Huanxin Chen, Limei Shen, Yupeng Wang, 2023, Energy Conversion and Management.

An experimental study of the behavior of a model variable refrigerant flow system with common faults

Huanxin Chen, Lu Xing, Guannan Li, 2021, Applied Thermal Engineering.

A hybrid data mining approach for anomaly detection and evaluation in residential buildings energy data

Chengliang Xu, Huanxin Chen, Huanxin Chen, 2020 .

Data-driven fault diagnosis for residential variable refrigerant flow system on imbalanced data environments

Guannan Li, Huanxin Chen, Hanlu Zhong, 2021 .

The practical performance forecast and analysis of thermoelectric module from macro to micro

Huanxin Chen, Limei Shen, Shengwei Wang, 2015 .

An Advanced Multicarrier Residential Energy Hub System Based on Mixed Integer Linear Programming

Yue Yuan, Anna Pinnarelli, Jiangyu Wang, 2019, International Journal of Photoenergy.

A hybrid deep forest approach for outlier detection and fault diagnosis of variable refrigerant flow system

Huanxin Chen, Yahao Cheng, Yuke Zeng, 2020 .

Fault diagnosis of VRF air-conditioning system based on improved Gaussian mixture model with PCA approach

Huanxin Chen, Yabin Guo, Huanxin Chen, 2020 .

An expert rule-based fault diagnosis strategy for variable refrigerant flow air conditioning systems

Yue Yuan, Tanveer Ahmad, Huanxin Chen, 2019, Applied Thermal Engineering.

A hybrid ICA-BPNN-based FDD strategy for refrigerant charge faults in variable refrigerant flow system

Huanxin Chen, Guannan Li, Wenju Hu, 2017 .

Knowledge discovery of data-driven-based fault diagnostics for building energy systems: A case study of the building variable refrigerant flow system

Bin Liu, Jiangyan Liu, Huanxin Chen, 2019, Energy.

A robust online refrigerant charge fault diagnosis strategy for VRF systems based on virtual sensor technique and PCA-EWMA method

Jiong Li, Huanxin Chen, Jiangyan Liu, 2017 .

A novel efficient SVM-based fault diagnosis method for multi-split air conditioning system's refrigerant charge fault amount

Jiong Li, Huanxin Chen, Jiangyan Liu, 2016 .

Chiller sensor fault detection using a self-Adaptive Principal Component Analysis method

Cheng Zhou, Huanxin Chen, Yunpeng Hu, 2012 .

An enhanced PCA method with Savitzky-Golay method for VRF system sensor fault detection and diagnosis

Huanxin Chen, Guannan Li, Yabin Guo, 2017 .

Short and medium-term forecasting of cooling and heating load demand in building environment with data-mining based approaches

Tanveer Ahmad, Huanxin Chen, Tanveer Ahmad, 2018 .

Utility companies strategy for short-term energy demand forecasting using machine learning based models

Tanveer Ahmad, Huanxin Chen, Tanveer Ahmad, 2018 .

Nonlinear autoregressive and random forest approaches to forecasting electricity load for utility energy management systems

Tanveer Ahmad, Huanxin Chen, Tanveer Ahmad, 2019, Sustainable Cities and Society.

Data-driven sensitivity analysis and electricity consumption prediction for water source heat pump system using limited information

Huanxin Chen, Shaobo Sun, Huanxin Chen, 2020, Building Simulation.

An effective fault diagnosis method for centrifugal chillers using associative classification

Jiahui Liu, Huanxin Chen, Jiangyan Liu, 2018 .

Energy consumption prediction for water-source heat pump system using pattern recognition-based algorithms

Huanxin Chen, Jiangyan Liu, Guannan Li, 2018 .

Parametrical analysis on characteristics of airflow generated by fabric air dispersion system in penetration mode

Hong Wang, Huanxin Chen, Zhong Qian, 2013 .

Characterizing airflow through fabric air dispersion system using a porous media model

Yunpeng Hu, Huanxin Chen, Junlong Xie, 2011 .

Identification and isolation of outdoor fouling faults using only built-in sensors in variable refrigerant flow system: A data mining approach

Jiong Li, Jiangyan Liu, Huanxin Chen, 2017 .

Sensitivity analysis for PCA-based chiller sensor fault detection

Huanxin Chen, Jiangyan Liu, Guannan Li, 2016 .

A machine learning bayesian network for refrigerant charge faults of variable refrigerant flow air conditioning system

Min Hu, Jiong Li, Huanxin Chen, 2018 .

Data partitioning and association mining for identifying VRF energy consumption patterns under various part loads and refrigerant charge conditions

Miao Sun, Min Hu, Huanxin Chen, 2017 .

Short-Term Energy Prediction for District-Level Load Management Using Machine Learning Based Approaches

Tanveer Ahmad, Huanxin Chen, Tanveer Ahmad, 2019, Energy Procedia.

Ensemble 1-D CNN diagnosis model for VRF system refrigerant charge faults under heating condition

Huanxin Chen, Zhengfei Li, Xiangdong Cheng, 2020 .

A VRF charge fault diagnosis method based on expert modification C5.0 decision tree

Huanxin Chen, Yue Yuan, Yabin Guo, 2018, International Journal of Refrigeration.

Simulated Annealing Wrapped Generic Ensemble Fault Diagnostic Strategy for VRF System

Huanxin Chen, Zhengfei Li, Shuai Liu, 2020 .

Liquid floodback detection for scroll compressor in a VRF system under heating mode

Jiong Li, Huanxin Chen, Jiangyan Liu, 2017 .

A refrigerant charge fault detection method for variable refrigerant flow (VRF) air-conditioning systems

Huanxin Chen, Jiangyan Liu, Guannan Li, 2016 .

New fault diagnostic strategies for refrigerant charge fault in a VRF system using hybrid machine learning method

Tao Liu, Huanxin Chen, Yabin Guo, 2021 .

Research on diagnostic strategy for faults in VRF air conditioning system using hybrid data mining methods

Zhengfei Li, Limei Shen, Huanxin Chen, 2021 .

Fault diagnosis model of refrigeration system combining Boruta and LightGBM methods for energy saving

Zhengfei Li, Huanxin Chen, Qian Liu, 2021 .

A thermal response time ahead energy demand prediction strategy for building heating system using machine learning methods

Huanxin Chen, Guannan Li, Yabin Guo, 2017 .