赵洋

2026

考虑构网型变流器自主支撑特性的共享储能协同控制策略

《华北电力大学学报(自然科学版)》

2024

基于改进LADRC的构网型变换器预同步控制策略研究

《热力发电》

DOI

2024

Robust Tracking Control Design of Hybrid Battery-Supercapacitor Energy Storage System in Electric Vehicles

IEEE Transactions on Transportation Electrification

DOI

2024

An Improved Fuzzy Logic Rule Based Energy Management Control for Hybrid Electric Vehicles

Power System and Green Energy Conference (PSGEC)

DOI

2023

Generative pre-trained transformers (GPT)-based automated data mining for building energy management: Advantages, limitations and the future

Energy and Built Environment

DOI

2023

An uncertainty-tolerant robust distributed control strategy for building cooling water systems considering measurement uncertainties

Journal of Building Engineering

DOI

2023

Clustering compression-based computation-efficient calibration method for digital twin modeling of HVAC system

Building Simulation

DOI

2022

A hierarchical object oriented Bayesian network-based fault diagnosis method for building energy systems

Applied Energy

DOI

2022

Graph convolutional networks-based method for estimating design loads of complex buildings in the preliminary design stage

Applied Energy

DOI

2022

An Evaluation Experiment of Photothermal Performance of PVT Hot Water Module Based on Big Data

2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City

DOI

2022

Causal discovery and inference-based fault detection and diagnosis method for heating, ventilation and air conditioning systems

Building and Environment

DOI

2022

Causal discovery-based external attention in neural networks for accurate and reliable fault detection and diagnosis of building energy systems

Building and Environment

DOI

2022

Elastic weight consolidation-based adaptive neural networks for dynamic building energy load prediction modeling

Energy and Buildings

DOI

2021

An air handling unit fault isolation method by producing additional diagnostic information proactively

DOI

2021

Generic visual data mining-based framework for revealing abnormal operation patterns in building energy systems

DOI

2021

Performance enhancement of latent thermal energy system under alternating magnetic field

DOI

2021

Probabilistic graphical models in energy systems: A review

Building Simulation

DOI

2021

A semantic model-based fault detection approach for building energy systems

Building and Environment

DOI

2021

Performance study of phase change charging/discharging processes of condensing heat storage in cold regions based on a mathematical model

DOI

2021

A comprehensive investigation of knowledge discovered from historical operational data of a typical building energy system

DOI

2021

A multi agent-based optimal control method for combined cooling and power systems with thermal energy storage

Building Simulation

DOI

2021

A knowledge-guided and data-driven method for building HVAC systems fault diagnosis

Building and Environment

DOI

2021

Problem of data imbalance in building energy load prediction: Concept, influence, and solution

DOI

2021

Federated learning-based short-term building energy consumption prediction method for solving the data silos problem

Building Simulation

DOI

2021

Structural optimization of deflector within air-water direct contact tank based on uniform design

DOI

2021

Techno-economic analysis of air source heat pump combined with latent thermal energy storage applied for space heating in China

DOI

2021

Simulation study on performance of an air source heat pump system combined with phase change thermal storage using alternative refrigerants

DOI

2021

Quantitative assessments on advanced data synthesis strategies for enhancing imbalanced AHU fault diagnosis performance

Energy and Buildings

DOI

2021

Analytic hierarchy process-based fuzzy post mining method for operation anomaly detection of building energy systems

Energy and Buildings

DOI

2021

A real-time abnormal operation pattern detection method for building energy systems based on association rule bases

Building Simulation

DOI

2021

Melting performance enhancement of phase change material with magnetic particles under rotating magnetic field

DOI

2020

Numerical study on heat transfer enhancement of PCM using three combined methods based on heat pipe

Energy

DOI

2020

Thermodynamic analysis and improvement of cascaded latent heat storage system using temperature-enthalpy diagram

DOI

2020

A post mining method for extracting value from massive amounts of building operation data

DOI

2020

Multi-objective optimization of a latent thermal energy storage unit with compound enhancement method

DOI

2020

Performance evaluation and analysis of a vertical heat pipe latent thermal energy storage system with fins-copper foam combination

Applied Thermal Engineering

DOI

2020

A generic prediction interval estimation method for quantifying the uncertainties in ultra-short-term building cooling load prediction

DOI

2020

A hybrid deep learning-based method for short-term building energy load prediction combined with an interpretation process

DOI

2020

Thermodynamic investigation of cascaded latent heat storage system based on a dynamic heat transfer model and DE algorithm

DOI

2020

A review of data mining technologies in building energy systems: Load prediction, pattern identification, fault detection and diagnosis

DOI

2019

Deep learning-based feature engineering methods for improved building energy prediction

Applied Energy

DOI

2019

An improved association rule mining-based method for revealing operational problems of building heating, ventilation and air conditioning (HVAC) systems

Applied Energy

DOI

2019

An Association Rule-Based Online Data Analysis Method for Improving Building Energy Efficiency

DOI

2019

A proactive fault detection and diagnosis method for variable-air-volume terminals in building air conditioning systems

Energy and Buildings

DOI

2019

Experimental analysis on the decoupling of temperature and humidity by using a double circuit cooling coil

Science and Technology for the Built Environment

DOI

2019

A data mining-based method for revealing occupant behavior patterns in using mechanical ventilation systems of Dutch dwellings

Energy and Buildings

DOI

2019

A Novel Passive Method for Regulating Both Air Temperature and Relative Humidity of the Microenvironment in Museum Display Cases

Energies

DOI

2019

Artificial intelligence-based fault detection and diagnosis methods for building energy systems: Advantages, challenges and the future

Renewable & Sustainable Energy Reviews

DOI

2019

An improved association rule mining-based method for discovering abnormal operation patterns of HVAC systems

Energy Procedia

DOI

2018

Analytical investigation of autoencoder-based methods for unsupervised anomaly detection in building energy data

DOI

2017

Investigation on a vertical radial flow adsorber designed by a novel parallel connection method

DOI

2017

An Improved Cooling Load Prediction Method for Buildings with the Estimation of Prediction Intervals

DOI

2017

A short-term building cooling load prediction method using deep learning algorithms

DOI

2017

Numerical Simulation of Heat and Mass Transfer in Air-Water Direct Contact Using Computational Fluid Dynamics

DOI

2017

An Optimum Control Method for HVAC Systems with Double Circuit Cooling Coil Using Particle Swarm Optimization Algorithm

DOI

2015

A high-efficiency pv grid-tied micro-inverter with soft switching for dc/ac stage

2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA)

DOI

2014

Performance prediction of supercapacitor energy storage system based on characteristic parameter identification

DOI