Zhimin Du

发表

Partial domain adaption based prediction calibration methodology for fault detection and diagnosis of chillers under variable operational condition scenarios

Xinqiao Jin, Xinbin Liang, Pengcheng Li, 2022, Building and Environment.

Generic simulation model of multi-evaporator variable refrigerant flow air conditioning system for control analysis

Zhimin Du, Xinqiao Jin, Bo Fan, 2013 .

Optimal control of combined air conditioning system with variable refrigerant flow and variable air volume for energy saving

Xing Fang, Zhimin Du, Xinqiao Jin, 2014 .

Evaluation of four control strategies for building VAV air-conditioning systems

Bo Fan, Xinqiao Jin, Zhimin Du, 2011 .

A novel model-based fault detection method for temperature sensor using fractal correlation dimensio

Zhimin Du, Xinqiao Jin, Xue-Bin Yang, 2011 .

Simulation of variable refrigerant flow air conditioning system in heating mode combined with outdoor air processing unit

Xing Fang, Zhimin Du, Xinqiao Jin, 2014 .

Preparation and characterization of AgSnO2/Cu contact material by supersonic plasma spraying

Zhimin Du, Junbo Wang, B. Jiang, 2010, 2010 International Conference on Mechanic Automation and Control Engineering.

An energy-saving control strategy for VRF and VAV combined air conditioning system in heating mode

Bo Fan, Xinqiao Jin, Zhimin Du, 2014 .

Across working conditions fault diagnosis for chillers based on IoT intelligent agent with deep learning model

Xinqiao Jin, Pengcheng Li, Zhimin Du, 2022, Energy and Buildings.

Deep learning-based image recognition method for on-demand defrosting control to save energy in commercial energy systems

Xinqiao Jin, Siliang Chen, Zhimin Du, 2022, Applied Energy.

Design and analysis of cascade liquefaction processes for coproducing liquid ethane and LNG

Zhimin Du, Wensheng Lin, Ting He, 2022, International Journal of Energy Research.

Measurement and Theoretical Calculation of CO2 Solubility Data in Liquid CH4 + C2H6 Mixtures at Cryogenic Temperatures

Zhimin Du, Wensheng Lin, Ting He, 2022, Journal of Chemical & Engineering Data.

Endowing data-driven models with rejection ability: Out-of-distribution detection and confidence estimation for black-box models of building energy systems

Xinqiao Jin, Xinbin Liang, Siliang Chen, 2022, Energy.

Applying deep learning-based regional feature recognition from macro-scale image to assist energy saving and emission reduction in industrial energy systems.

Xinbin Liang, Pengcheng Li, Siliang Chen, 2022, Journal of advanced research.

The evaluation of operation performance of HVAC system based on the ideal operation level of system

Xing Fang, Yijun Wang, Zhimin Du, 2016 .

The method of evaluating operation performance of HVAC system based on exergy analysis

Xing Fang, Bo Fan, Zhimin Du, 2014 .

Fault detection and diagnosis for buildings and HVAC systems using combined neural networks and subtractive clustering analysis

Bo Fan, Zhimin Du, Xinqiao Jin, 2014 .

Uncertainty quantification-based robust deep learning for building energy systems considering distribution shift problem

Xinbin Liang, Zhimin Du, Xin-qiao Jin, 2023, Applied Energy.

Transfer learning based methodology for migration and application of fault detection and diagnosis between building chillers for improving energy efficiency

Xu Zhu, Zhimin Du, Xinqiao Jin, 2021 .

Fault detection and diagnosis for the screw chillers using multi-region XGBoost model

Zhimin Du, Xu Zhu, Burkay Anduv, 2021 .

Diagnosis for multiple faults of chiller using ELM-KNN model enhanced by multi-label learning and specific feature combinations

Pengcheng Li, Zhimin Du, Burkay Anduv, 2022, Building and Environment.

Deep learning based reference model for operational risk evaluation of screw chillers for energy efficiency

Zhimin Du, Xu Zhu, Shuai Zhang, 2020 .

Fault tolerant control of outdoor air and AHU supply air temperature in VAV air conditioning systems using PCA method

Xinqiao Jin, Zhimin Du, Zhimin Du, 2006 .

Fault diagnosis for sensors in air handling unit based on neural network pre-processed by wavelet and fractal

Yonghua Zhu, Zhimin Du, Xinqiao Jin, 2012 .

Frictional behavior investigation on three types of PTFE composites under oil‐free sliding conditions

Zhimin Du, Xue-Bin Yang, Xin-qiao Jin, 2009 .

Fault detection and diagnosis based on improved PCA with JAA method in VAV systems

Zhimin Du, Xinqiao Jin, Lizhou Wu, 2007 .

Detection and diagnosis for multiple faults in VAV systems

Zhimin Du, Xinqiao Jin, Zhimin Du, 2007 .

PCA-FDA-Based Fault Diagnosis for Sensors in VAV Systems

Zhimin Du, Xinqiao Jin, Lizhou Wu, 2007 .

Tolerant control for multiple faults of sensors in VAV systems

Zhimin Du, Xinqiao Jin, Zhimin Du, 2007 .

Detection and diagnosis for sensor fault in HVAC systems

Zhimin Du, Xinqiao Jin, Zhimin Du, 2007 .

Digital twins model and its updating method for heating, ventilation and air conditioning system using broad learning system algorithm

Kang Chen, Zhimin Du, Xu Zhu, 2022, Energy.

Control and energy simulation of variable refrigerant flow air conditioning system combined with outdoor air processing unit

Xing Fang, Yonghua Zhu, Bo Fan, 2014 .

Multiple faults diagnosis for sensors in air handling unit using Fisher discriminant analysis

Zhimin Du, Xinqiao Jin, Zhimin Du, 2008 .

Domain knowledge decomposition of building energy consumption and a hybrid data-driven model for 24-h ahead predictions

Xinbin Liang, Siliang Chen, Zhimin Du, 2023, Applied Energy.

Multi-sensor information fusion based control for VAV systems using thermal comfort constraints

Zhimin Du, Xu Zhu, Xinqiao Jin, 2020, Building Simulation.

Interpretable mechanism mining enhanced deep learning for fault diagnosis of heating, ventilation and air conditioning systems

Siliang Chen, Zhimin Du, Xuejiao Zhu, 2023, Building and Environment.

Sensor fault detection and its efficiency analysis in air handling unit using the combined neural networks

Bo Fan, Zhimin Du, Xinqiao Jin, 2014 .

A hybrid FDD strategy for local system of AHU based on artificial neural network and wavelet analysis

Bo Fan, Zhimin Du, Xinqiao Jin, 2010 .

Fault diagnosis based operation risk evaluation for air conditioning systems in data centers

Zhijie Chen, Zhimin Du, Xinqiao Jin, 2019, Building and Environment.

Knowledge-extracted deep learning diagnosis and its cloud-based management for multiple faults of chiller

Xinbin Liang, Pengcheng Li, Siliang Chen, 2023, Building and Environment.

Fault diagnosis for temperature, flow rate and pressure sensors in VAV systems using wavelet neural network

Zhimin Du, Xinqiao Jin, Yunyu Yang, 2009 .

IoT-based intelligent energy management system for optimal planning of HVAC devices in net-zero emissions PV-battery building considering demand compliance

Xinbin Liang, Siliang Chen, Zhimin Du, 2023, Energy Conversion and Management.

Optimal control of chilled water systems based on collaboration of the equipment's near-optimal performance maps

Zhimin Du, Xinqiao Jin, Jiangqing Wang, 2021 .

Data-driven based reliability evaluation for measurements of sensors in a vapor compression system

Ling Chen, Zhimin Du, Xinqiao Jin, 2017 .

Energy evaluation of optimal control strategies for central VWV chiller systems

Xinqiao Jin, Zhimin Du, Xiaokun Xiao, 2007 .

Lifelong learning with deep conditional generative replay for dynamic and adaptive modeling towards net zero emissions target in building energy system

Xinbin Liang, Siliang Chen, Zhimin Du, 2024, Applied Energy.

Domain adaptation deep learning and its T-S diagnosis networks for the cross-control and cross-condition scenarios in data center HVAC systems

Xinbin Liang, Pengcheng Li, Siliang Chen, 2023, Energy.

Deep learning GAN-based data generation and fault diagnosis in the data center HVAC system

Siliang Chen, Zhimin Du, Xuejiao Zhu, 2023, Energy and Buildings.

Diagnosis for the refrigerant undercharge fault of chiller using deep belief network enhanced extreme learning machine

Pengcheng Li, Zhimin Du, Burkay Anduv, 2023, Sustainable Energy Technologies and Assessments.

IoT intelligent agent based cloud management system by integrating machine learning algorithm for HVAC systems

Siliang Chen, Zhimin Du, Burkay Anduv, 2022, International journal of refrigeration.

Hybrid model based refrigerant charge fault estimation for the data centre air conditioning system

Zhijie Chen, Xiaoqing Huang, Zhimin Du, 2019, International Journal of Refrigeration.

Development and application of hardware-in-the-loop simulation for the HVAC systems

Yijun Wang, Yonghua Zhu, Wenbin Zhang, 2019, Science and Technology for the Built Environment.

Knowledge-infused deep learning diagnosis model with self-assessment for smart management in HVAC systems

Xinbin Liang, Siliang Chen, Zhimin Du, 2022, Energy.

A hybrid model-based fault detection strategy for air handling unit sensors

Yonghua Zhu, Zhimin Du, Xinqiao Jin, 2013 .