Basic Information
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Name：Zhou, Kaile |
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Gender：Male |
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Discipline：Information Management & Information Systems |
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Professional Title：Professor |
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E-mail：zhoukaile@hfut.edu.cn |
Personal Introduction
Prof. ZHOU Kaile is mainly engaged in research in the fields of data analysis and intelligent decision-making, as well as intelligent management of energy and environment systems. He has presided over several projects of National Natural Science Foundation of China(NSFC). He has published two monographs and more than 80 journal papers, and authorized over 30 invention patents.
Work Experience
Professor of Hefei University of Technology, China 2019 to present
Research Associate of Hefei University of Technology, China 2016 - 2019
Lecturer of Hefei University of Technology, China 2015-2016
Education Background
Doctor Hefei University of Technology 2014
Bachelor Hefei University of Technology 2010
Awards Received
Second Prize of Science and Technology Progress Award of Anhui Province in 2021 (ranked 1st)
Intellectual Contribution
Journal Articles
1.Non-Intrusive Load Monitoring by Load Trajectory and Multi-Feature Based on DCNN,IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,2023-10-31
2.Optimal Energy Management of Internet Data Center With Distributed Energy Resources,IEEE TRANSACTIONS ON CLOUD COMPUTING,2023-09-30
3.Experimental investigation on soot formation and characteristics of ethylene flames: Scale effects,JOURNAL OF THE ENERGY INSTITUTE,2023-08-31
4.Cause-related Marketing Strategy in Supply Chain Considering Quality Differentiation,JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING,2023-04-30
5.Optimal Load Dispatch for Microgrid with Distributed and Centralized Energy Storage Systems,Chinese Journal of Management Science,2023-02-15
6.Industrial park electric power load pattern recognition: An ensemble clustering-based framework,ENERGY AND BUILDINGS,2023-01-15
7.Optimal load scheduling of energy hub under integrated demand response,Journal of Industrial Engineering and Engineering Management,2023-01-11
8.Spatial and temporal evolution characteristics and spillover effects of China's regional carbon emissions,JOURNAL OF ENVIRONMENTAL MANAGEMENT,2023-01-01
9.Hybrid model for short-term wind power forecasting based on singular spectrum analysis and a temporal convolutional attention network with an adaptive receptive field,ENERGY CONVERSION AND MANAGEMENT,2022-10-01
10.Impact of COVID-19 on private driving behavior: Evidence from electric vehicle charging data,TRANSPORT POLICY,2022-09-30
11.Research on optimal combination strategy of regional peak load,Journal of Hefei University of Technology(Natural Science),2022-09-28
12.The Correlation Mechanism Between Environment and Economy of Urban Agglomerations Based on Kuznets Curve,Journal of Dalian University of Technology(Social Sciences),2022-09-07
13.Performance evaluation of China?s photovoltaic poverty alleviation project using machine learning and satellite images,UTILITIES POLICY,2022-06-01
14.Energy storage resources management: Planning, operation, and business model,Frontiers of Engineering Management,2022-05-04
15.Demand Side Management in Smart Grid: A Dynamic-Price-Based Demand Response Model,IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT,2022-03-07
16.Optimal lad dispatch of energy hub based on distributionally robust optimization approach in energy internet environment,System Engineering Theory and Practice ,2021-11-01,41(11):2850-2864
17.A multi-dimensional analysis on microeconomic factors of China's industrial energy intensity (2000-2017),ENERGY POLICY,2020-12-01
18.How and when does religiosity contribute to tourists' intention to behave pro-environmentally in hotels?,JOURNAL OF SUSTAINABLE TOURISM,2020-02-12
19.Effect of cluster size distribution on clustering: a comparative study of k-means and fuzzy c-means clustering,PATTERN ANALYSIS AND APPLICATIONS,2020-02-01
20.Land use efficiency and influencing factors of urban agglomerations in China,LAND USE POLICY,2019-11-01
21.Regional heterogeneity of China's energy efficiency in new normal: A meta-frontier Super-SBM analysis,ENERGY POLICY,2019-11-01
22.Influencing factors and fluctuation characteristics of China's carbon emission trading price,PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,2019-06-15
23.Fuzzifier Selection in Fuzzy C-Means from Cluster Size Distribution Perspective,INFORMATICA,2019-01-01
24.A systematic review of supply and demand side optimal load scheduling in a smart grid environment,JOURNAL OF CLEANER PRODUCTION,2018-12-01
25.Fair framework for multiple criteria decision making,COMPUTERS & INDUSTRIAL ENGINEERING,2018-10-01
26.Multi-objective optimal load dispatch of microgrid with stochastic access of electric vehicles,JOURNAL OF CLEANER PRODUCTION,2018-09-10
27.Green Development Evaluation of Manufacturing Industry in Anhui Province —An Analysis Based on Electricity Consumption Data,East China Economic Management,2018-09-04,32(9):15-21
28.The Evolution of Technology Innovation Mode Based on Resource View of the Internet,Science & Technology Progress and Policy,2017-12-28,35(6):93-98
Conference Paper
1.Time-of-use pricing model based on power supply chain for user-side microgrid,CUE National ConferenceCUE National Conference,2019-08-15
2.Forecasting of electricity price subsidy based on installed cost of distributed photovoltaic in China,10th International Conference on Applied Energy (ICAE)10th International Conference on Applied Energy (ICAE),2019-02-01
3.Photovoltaic power forecasting: Models and methods,2nd IEEE Conference on Energy Internet and Energy System Integration (EI2)2nd IEEE Conference on Energy Internet and Energy System Integration (EI2),2018-10-20
4.An Empirical Analysis of Carbon Emission Price in China,Applied Energy Symposium and Forum - Low-Carbon Cities and Urban Energy Systems (CUE)Applied Energy Symposium and Forum - Low-Carbon Cities and Urban Energy Systems (CUE),2018-10-01
5.Time-of-use price model for user-side micro-grid based on power supply chain management,Applied Energy Symposium and Forum - Low-Carbon Cities and Urban Energy Systems (CUE)Applied Energy Symposium and Forum - Low-Carbon Cities and Urban Energy Systems (CUE),2018-10-01
Project
1.Management of urban comprehensive energy system for safety toughness and dual carbon goals,2023-01-01,2026-12-31
2.Research on collaborative optimization of supply and demand resources for comprehensive energy service system in the energy Internet environment,2023-01-01,2026-12-31
3.Python Programming,2022-04-01,2024-04-01
4.Theory and Methods of Smart Energy Management,2022-04-01,2024-12-31
5.Method and System of Data Compression for Smart Meters,2022-03-28,2022-07-28
6.Research on Accurate Control Methods for Diversified and Heterogeneous Industrial and Commercial Load in the Energy Internet Environment,2020-09-09,2023-09-08
7.Research on the Whole Process Interactive Teaching Model of Management Courses in the Smart Education Environment,2020-01-01,2021-12-31
8.Modeling and Optimization of Energy Service Systems,2019-01-01,2021-12-31
9.Optimized Modeling and Decision-making Methods for Energy System,2018-05-16,2020-12-31
Cases
1.Building the whole industry chain whole-heartedly, Yanzhifang becomes the leader of coarse grain industry,National,2018-11-13
Patents
1.Method and system for adjusting the operation of air compressor cluster based on cloud edge collaboration,2023-04-11
2.Optimization scheduling method for multi-energy hub load,2023-03-24
3.Method, system and storage medium for load dispatch optimization for residental microgrid,2023-02-14
4.Optimization scheduling method and system for industrial microgrid load including CHP,2022-11-29
5.Blockchain-based distributed energy trading method and system for industrial parks,2022-11-14
6.Method and system for optimizing load dispatching in multi-microgrids,2022-10-23
7.Method and system for detecting abnormal power use based on non-intrusive load decomposition,2022-10-18
8.Data-driven load optimization scheduling method and system for multi-energy complementary energy hub ,2022-10-15
9.Blockchain-based optimization scheduling method and system for multi-microgrids of combined cooling, heating, and power supply,2022-10-06
10.Multifunctional collaborative optimization method and system for data centers,2022-10-05
11.Power trading method and system based on blockchain and distributed optimization,2022-09-10
12.Non-intrusive load decomposition method and system,2022-09-09
13.SOC interval estimation method and system for lithium batteries based on deep confidence network optimization EKF,The invention,2022-08-02
14.Optimization method and system for energy storage charging and discharging considering healthy state,The invention,2022-07-12
15.EV charging scheduling method and system based on cloud-edge collaboration,The invention,2022-07-05
16.Transaction management system for weak centralization of distributed energy based on alliance blockchain,The invention,2022-05-10
17.Incentive demand response method and system for intelligent power consumption based on artificial intelligence,The invention,2022-03-22
18.Demand response management system for integrated energy services V1.0,Software Copyright,2022-01-13
19.Data center integrated energy management and control system V1.0,Software Copyright,2022-01-13
20.Blockchain-based residential microgrid power transaction management system,The invention,2021-08-10
21.Power load forecasting methods and systems, and storage media based on deep learning,The invention,2021-06-01
22.PV output power prediction methods, systems and storage media,The invention,2021-03-23
23.Method and device for detecting abnormal energy consumption in the coating drying room,The invention,2021-03-09
24.Electrical load characteristic analysis method and device, and storage medium,The invention,2021-01-29
25.Method and system for energy consumption status diagnosis and energy conservation evaluation of industrial production equipment,The invention,2021-01-22
26.Recommendation methods and systems for cloud-based energy efficiency services of industrial enterprises,The invention,2020-12-22
27.Detection method and system for abnormal electricity consumption,The invention,2020-11-13
28.Load optimization scheduling method, system and storage medium of residential microgrid,The invention,2020-09-01
29.Power load probability density prediction method and system, and medium, based on deep learning,The invention,2020-07-07
30.Storage device for power big data server with heat dissipation function,Utility model,2020-04-21
31.Smart energy optimization management system for industrial enterprises V1.0,Software Copyright,2020-02-25
32.Smart energy comprehensive evaluation system for industrial enterprises V1.0,Software Copyright,2020-02-25
33.Intelligent energy analysis system V1.0 for industrial enterprises,Software Copyright,2020-02-25
34.Smart energy service recommendation system for industrial enterprises V1.0,Software Copyright,2020-02-25
35.Power energy efficiency monitoring terminal with heat dissipation function,Utility model,2019-08-09
36.Field test device for easy-to-store power demand side management terminal,Utility model,2019-08-09
37.Protective equipment for power big data servers,Utility model,2019-06-07
38.An intelligent power consumption loss data correction method based on two-stage interpolation model,The invention,2019-05-31
39.Power big data quality monitoring device,Utility model,2019-05-24
40.Energy consumption management system for manufacturing enterprises based on Internet of Things,Software Copyright,2019-04-24
41.Method and system for compressing data from smart meter,International patent,2019-02-19
42.Charging and discharging scheduling method for electric vehicles in microgrid under time-of-use price,International patent,2018-07-17
43.A method for selecting site and determining capacity of expressway charging stations considering access to photovoltaic power stations,The invention,2018-05-18
44.Microgrid load optimization dispatching system V1.0,Software Copyright,2018-05-09
45.Smart Energy Management System V1.0 for Residents,Software Copyright,2018-05-09
46.Residential intelligent power consumption management system for electric power companies V1.0,Software Copyright,2018-05-09
47.Cloud-based stimulus demand response methods and systems in smart grid environments,The invention,2018-05-04
48.A modeling method for industrial load optimization scheduling based on demand response,The invention,2018-03-09
49.Smart meter data compression methods and systems,The invention,2018-02-02
Monograph
1.Smart Energy Management: Data-driven Methods for Energy Service Innovation,Springer,2022-02-01
2.Load Optimization and Scheduling in Energy Internet Systems,SCIENCE PRESS,2021-07-01
Awards
1.2022 Higher Education (postgraduate) National Teaching Achievement Award,National level,2023-07-24
2.Teaching Achievement Award,Provincial level,2022-04-22
3.Anhui Science and Technology Award,Provincial level,2022-03-21
4.Online Excellent Teaching Achievement Award,Provincial level,2020-12-31
5.The 8th Outstanding Achievement Award of Scientific Research in Institutions of Higher Learning (Humanities and Social Sciences),National level,2020-12-10
6.The 6th Internet+ Innovation and Entrepreneurship Competition in Anhui Province,Provincial level,2020-08-30
7.The 6th Internet+ Innovation and Entrepreneurship Competition in Anhui Province,Provincial level,2020-08-28
8.Teaching Achievement Award,Provincial level,2020-01-08
9.Teaching Achievement Award,Provincial level,2020-01-06
Textbooks
1.Introduction to Big Data Management and Application,Higher Education Press,2023-07-01
Courses Taught
Management Statistics--Undergraduate Teaching
Python Programming--Undergraduate Teaching
Python Programming Course Design--Undergraduate Teaching
