Professor, School of Electrical Engineering, Zhejiang University.

 

Zhejiang University, Yuquan Campus
38 Zheda Road
Hangzhou, China 310027

 

Other Appointments

Deputy Director of Institute of Power Economics and Information

 

Professional Activities

Committee member of CIGRE China
Jury of Chinese National Natural Science Foundation
Reviewer of Automation of Electric Power s System(Journal)
Reviewer of Proceedings of The Chinese Society For Electrical Engineering (Journal)
Editor of Journal of Electric Power Science and Technology(Journal)
Reviewer of Electric Power Automation Equipment (Journal)

 

Education

Post Doctor - Zhejiang University, 2005
Ph. D. – Huazhong University of Science and Technology, Electrical Engineering, 1997
M. S. – Huazhong University of Science and Technology, Electrical Engineering, 1994
B. S. – Huazhong University of Science and Technology, Electrical Engineering, 1992

Working Experience

2001-2003, Director of Center Institute, General Manager of Electric Division, Dongfang Electronics (listed company)
2000-2001, Director of Beijing Dongfang Electronics Research Institute (acting), Dongfang Electronics (listed company)
1999-2001, Deputy Director of Center Institute, Deputy General Manager of Electric Division, Dongfang Electronics (listed company)
1997-1999, Deputy Chief Engineer of Center Institute, Electric Division, Dongfang Electronics (listed company)
 

Awards and Honors

Key technology research and development for electric power information integration, first place prize of scientific progress assigned, Chinese Education Ministry , 2008
Winner of Zhejiang New Century 151 Talent Project(two levels), 2007
Power system stability and economic operation theory and method, first place prize of Zhejiang Province Scientific Research , 2006
Complex power system stability control and intelligent optimization theory and methods, first place prize of Natural Science , Chinese Education Ministry , 2005

 

Research Interests

Smart Grid
Information and communication technologies of the power system
Intelligent information processing and its’ application in power system

 

Current Projects

Large-scale power system fault diagnosis of multi-agent information fusion model and method, Chinese National Natural Science Foundation (50677062)
Research on interaction mechanism of wide-area power grid and integrated information network, Doctorate Fund of Chinese Education Ministry (20090101110058)
Intelligent modeling and optimization algorithm for dynamic economic dispatch of distributed power including wind farm, New Century Excellent Talents in University (NCET-07-0745) , Natural Science Foundation of Zhejiang province (R107062)
Enterprise-level distributed electrical monitoring and energy management system, 863 Program(2008AA05Z210)
Basic research for security defense system for a large grid based on integrated information network, Chinese Education Ministry major science project (305008)
Multi-agent theory and applied research for complex large-scale system optimization and control, Chinese Outstanding Youth Fund(60225006)
Industrial process control theory and bus technology, Innovative community project of Chinese National Natural Science Foundation(6042100)
Power Grid Company Common Information Model and framework, Chinese State Grid special funds for major scientific and technological innovation(SGKJ[2007]43)
Research on Information Fusion and Knowledge Management of Electric Power Enterprise Based on Multi-agent Technology, National Postdoctoral Fund

 

Publication List

Recent Publications
[1] Zhao B, Guo CX, Bai BR, Cao YJ. An improved particle swarm optimization algorithm for unit commitment[J]. International Journal of Electrical Power & Energy System, 2006, 28(3):482-490. （SCI）
[2] Zhiyong Wang, Chuangxin Guo, Quanyuan Jiang, Yijia Cao. A fault diagnosis method for transformer integrating rough set with fuzzy rules[J]. Transactions of the Institute of Measurement and Control System, 2006, 28(30):243-251. （SCI）
[3] Quan-Yuan Jiang, Chuang-Xin Guo, Yi-Jia Cao. Design of Self-adaptive Single Neuron Facts Controllers Based on Genetic Algorithm[J]. Advances in neural networks, 2006. （SCI）
[4] C. X. Guo, C. B. Zhu, Y. J. Cao. Bidding Decision Support System for an Independent Power Provider based on J2EE Platform[J]. Proc. of University of Power Engineering Conference, 2005.
[5] GUO Chuang-xin, CAO Yijia, et al. Controlling Chaotic Oscillations via Nonlinear Observer Approach[J]. 2005 International Symposium on Nonlinear Dynamics. （SCI）
[6] GUO Chuang-xin, CAO Yijia, et al. Controlling Chaotic Oscillations via Nonlinear Observer Approach[J]. Chaos, Solitons and Fractals, 2007. （SCI）
[7] Yi LIU, Ying LI, Yijia CAO, Chuangxin GUO. Forward and backward models for fault diagnosis based on parallel genetic algorithms[J]. Journal of Zhejiang University Science A, 2008, 9(10):1420-1425. （SCI）
[8] Jiang QY, Chiang HD, Guo CX, Cao YJ. Power-current hybrid rectangular formulation for interior-point optimal power flow[J]. IET Generation Transmission & Distribution, 2009, 3(8):748-756. (SCI)
[9] Chen XG, Yi YH, Wang W, Jiang QY, Guo CX, Cao YJ. Mixed nonlinear dynamic voltage phasor tracing method based on WAMS/SCADA[J]. JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2009, 10(6):868-876. (SCI)
[10] Jiang QY, Geng GC, Guo CX, Cao YJ. An Efficient Implementation of Automatic Differentiation in Interior Point Optimal Power Flow[J]. IEEE Tran. on Power Systems, 2010, 25(1):147-155. (SCI)
Selected Publications
[1] Ye B, Zhu CZ, Guo CX, Cao YJ. Generating extended fuzzy basis function networks using hybrid algorithm[J]. Lecture notes in artificial intelligence, 2005, 3613:79-88. （SCI）
[2] Ye B, Zhu CZ, Guo CX, Cao YJ. Fuzzy modeling strategy for control of nonlinear dynamical systems[J]. Lecture notes in artificial intelligence, 2005, 3613:882-885. （SCI）
[3] Zhao B, Guo CX, Cao YJ. A Multi-agent Based Particle Swarm Optimization Approach for Optimal Reactive Power Dispatch[J]. IEEE Tran. on Power Systems, 2005, 20 (2):1070-1078. （SCI）
[4] Zhao B, Guo CX, Bai BR, Cao YJ. An improved particle swarm optimization algorithm for unit commitment[J]. International Journal of Electrical Power & Energy System, 2006, 28(3):482-490. （SCI）
[5] Zhiyong Wang, Chuangxin Guo, Quanyuan Jiang, Yijia Cao. A fault diagnosis method for transformer integrating rough set with fuzzy rules[J]. Transactions of the Institute of Measurement and Control System, 2006, 28(30):243-251. （SCI）
[6] Quan-Yuan Jiang, Chuang-Xin Guo, Yi-Jia Cao. Design of Self-adaptive Single Neuron Facts Controllers Based on Genetic Algorithm[J]. Advances in neural networks, 2006. （SCI）
[7] C. X. Guo, C. B. Zhu, Y. J. Cao. Bidding Decision Support System for an Independent Power Provider based on J2EE Platform[J]. Proc. of University of Power Engineering Conference, 2005.
[8] GUO Chuang-xin, CAO Yijia, et al. Controlling Chaotic Oscillations via Nonlinear Observer Approach[J]. 2005 International Symposium on Nonlinear Dynamics. （SCI）
[9] GUO Chuang-xin, CAO Yijia, et al. Controlling Chaotic Oscillations via Nonlinear Observer Approach[J]. Chaos, Solitons and Fractals, 2007. （SCI）
[10] Yi LIU, Ying LI, Yijia CAO, Chuangxin GUO. Forward and backward models for fault diagnosis based on parallel genetic algorithms[J]. Journal of Zhejiang University Science A, 2008, 9(10):1420-1425. （SCI）
[11] Jiang QY, Chiang HD, Guo CX, Cao YJ. Power-current hybrid rectangular formulation for interior-point optimal power flow[J]. IET Generation Transmission & Distribution, 2009, 3(8):748-756. (SCI)
[12] Chen XG, Yi YH, Wang W, Jiang QY, Guo CX, Cao YJ. Mixed nonlinear dynamic voltage phasor tracing method based on WAMS/SCADA[J]. JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2009, 10(6):868-876. (SCI)
[13] Jiang QY, Geng GC, Guo CX, Cao YJ. An Efficient Implementation of Automatic Differentiation in Interior Point Optimal Power Flow[J]. IEEE Tran. on Power Systems, 2010, 25(1):147-155. (SCI)
Full Publications
[1] Ye B, Zhu CZ, Guo CX, Cao YJ. Generating extended fuzzy basis function networks using hybrid algorithm[J]. Lecture notes in artificial intelligence, 2005, 3613:79-88. （SCI）
[2] Ye B, Zhu CZ, Guo CX, Cao YJ. Fuzzy modeling strategy for control of nonlinear dynamical systems[J]. Lecture notes in artificial intelligence, 2005, 3613:882-885. （SCI）
[3] Zhao B, Guo CX, Cao YJ. A Multi-agent Based Particle Swarm Optimization Approach for Optimal Reactive Power Dispatch[J]. IEEE Tran. on Power Systems, 2005, 20 (2):1070-1078. （SCI）
[4] C. X. Guo, C. B. Zhu, Y. J. Cao. Bidding Decision Support System for an Independent Power Provider based on J2EE Platform[J]. Proc. of University of Power Engineering Conference, 2005.
[5] GUO Chuang-xin, CAO Yijia, et al. Controlling Chaotic Oscillations via Nonlinear Observer Approach[J]. 2005 International Symposium on Nonlinear Dynamics. （SCI）
[6] B. Zhao, C. X. Guo, Y. J. Cao. An Improved Particle Swarm Optimization Algorithm for Optimal Reactive Power Dispatch[J]. IEEE Power Engineering Society General Meeting, 2005, 1:272-279. （EI）
[7] Wang ZY, Guo CX, Cao YJ. A new method for short-term load forecasting integrating fuzzy-rough sets with artificial neural network[J]. 7th International Power Engineering Conference, 2005. （EI）
[8] Zhao B, Guo CX, Bai BR, Cao YJ An improved particle swarm optimization algorithm for unit commitment[J]. International Journal of Electrical Power & Energy System, 2006, 28(3):482-490. （SCI）
[9] Zhiyong Wang, Chuangxin Guo, Quanyuan Jiang, Yijia Cao. A fault diagnosis method for transformer integrating rough set with fuzzy rules[J]. Transactions of the Institute of Measurement and Control System, 2006, 28(30):243-251. （SCI）
[10] Quan-Yuan Jiang, Chuang-Xin Guo, Yi-Jia Cao. Design of Self-adaptive Single Neuron Facts Controllers Based on Genetic Algorithm[J]. Advances in neural networks, 2006. （SCI）
[11] GUO Chuang-xin, ZHAO Bo. A pooled-neighbor swarm intelligence approach to optimal reactive power dispatch[J]. Journal of Zhejiang University SCIENCE, 2006, 7(4):615-622. （EI）
[12] Ye B, Yan N. N, Guo C. X, Cao Y. J. Identification of fuzzy model for short-term load forecasting using evolutionary programming and orthogonal least squares[J]. Power Engineering Society General Meeting, 2006:1-8. (EI)
[13] GUO Chuang-xin, CAO Yijia, et al. Controlling Chaotic Oscillations via Nonlinear Observer Approach[J]. Chaos, Solitons and Fractals, 2007. （SCI）
[14] Jia Tao, Chuanbai Zhu, Linqing Wang, Chuangxin Guo, Yijia Cao. Design and Implementation of Power System Integrated Information Platform Based on Agent Technology[J]. Power Engineering Society General Meeting, 2007:1-7. (EI)
[15] Yonghui Yi, Yi Jia Cao, Yecai San, Yufan Guan, Bo Liu, Chuangxin Guo. An IEC 61850 Universal Gateway Based on Metadata Modeling[J]. Power Engineer Society General Meeting, 2007:1-5. (EI)
[16] Yi LIU, Ying LI, Yijia CAO, Chuangxin GUO. Forward and backward models for fault diagnosis based on parallel genetic algorithms[J]. Journal of Zhejiang University Science A, 2008, 9(10):1420-1425. （SCI）
[17] Yonghui Yi, Yijia Cao, Bo Liu, Chuangxin Guo. The information integration mode research of 500kV unattended-operation substation[J]. Power and Energy Society General Meeting-Conversion and Delivery of Electrical Energy in the 21st Century, 2008:1-4. (EI)
[18] Jinjiang Zhang, Chuangxin Guo, Lizhong Xu, Yijia Cao. The design of an Object-Oriented Embedded Platform for Substation Data Integration[J]. Power and Energy Society General Meeting- Conversion and Delivery of Electrical Energy in the 21st Century, 2008:1-6. (EI)
[19] Y. H. Yi, J. J. Zhang, B. Liu, L. Z. Xu, Y. J. Cao and C. X. Guo. A new-style centralized IED based on IEC 61850[J]. Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008:1-5. (EI)
[20] San Yecai, Zhu Chuanbai, Cao Yijia, Guo Chuangxin. An architecture of spatial three dimension visualization information platform for urban power grid[J]. Universities Power Engineering Conference, 2008:1-5. (EI)
[21] Jiang QY, Chiang HD, Guo CX, Cao YJ. Power-current hybrid rectangular formulation for interior-point optimal power flow[J]. IET Generation Transmission & Distribution, 2009, 3(8):748-756. (SCI)
[22] Chen XG, Yi YH, Wang W, Jiang QY, Guo CX, Cao YJ. Mixed nonlinear dynamic voltage phasor tracing method based on WAMS/SCADA[J]. JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2009, 10(6):868-876. (SCI)
[23] Danzhen Gu, Chuangxin Guo. DCNN Based Saturation Model for Round Rotor Synchronous Generator[J]. Artificial Intelligence and Computational Intelligence, 2009:515-519. (EI)
[24] Jiang QY, Geng GC, Guo CX, Cao YJ. An Efficient Implementation of Automatic Differentiation in Interior Point Optimal Power Flow[J]. IEEE Tran. on Power Systems, 2010, 25(1):147-155. (SCI)
[25] GUO Chuang-xin, JIANG Quan-yuan, et al, Recent Developments on Applications of Neural Networks to Power Systems Operation and Control: an Overview, ISNN 2004, Lecture Notes on Computer Science, Aug., 2004, pp.188-193(SCI)
[26] Bin Ye, Chuangxin Guo, A Novel Fuzzy Modeling Strategy Using Evolutionary Programming and Least Squares Estimate, Proceeding of International Conference on IEE Control, September, 2004(EI)
[27] Hu Jiasheng, Chuangxin Guo, Generator parameter identification using an extended particle swarm optimization method, Proceeding of International Conference on IEE Control, September, 2004(EI)
[28] GUO Chuang-xin, HU Jia-sheng, et al, Swarm intelligence for mixed-variable design optimization, Journal of Zhejiang University SCIENCE, Vol.5, No.7, 2004, pp.851-856(EI)
[29] GUO Chuang-xin, Shan Yecai, et al, Studies on hierachical architecture for master station automation system, UPEC 2004, Sept., 2004, pp.394-397(EI)
[30] Bin Ye, Chuangxin Guo , A Novel Fuzzy Modeling Strategy Using Evolutionary Programming and Least Squares Estimate, Proceeding of International Conference on IEE Control, September, 2004(EI)
[31] Hu Jiasheng, Chuangxin Guo , Generator parameter identification using an extended particle swarm optimization method, Proceeding of International Conference on IEE Control, September, 2004(EI)
[32] GUO Chuang-xin, HU Jia-sheng, et al, Swarm intelligence for mixed-variable design optimization, Journal of Zhejiang University SCIENCE, Vol.5, No.7, 2004, pp.851-856(EI)
[33] GUO Chuang-xin, Shan Yecai, et al, Studies on hierachical architecture for master station automation system, UPEC 2004, Sept., 2004, pp.394-397(EI)
[34] Bo Zhao, Chuangxin Guo , et al, Improved Particle Swarm Optimization Algorithm for OPF Problems, Oct. 2004, IEEE PES PSCE 2004(EI)
[35] Bo Zhao, Chuangxin Guo , et al, Dynamic Economic Dispatch in Electricity Market Using Particle Swarm Optimization Algorithm, Proc. of World Congress on Intelligent Control and Automation, June, 2004, pp.5050-5054(EI)
[36] Bin Ye, Chuangxin Guo , et al, A novel fuzzy modeling strategy using evolutionary programming and least squares estimate, Sept 2004, Control 2004(EI)
[37] Bin Ye, Chuangxin Guo , et al, Short-term load forecasting using a new fuzzy modeling strategy, Proc. of World Congress on Intelligent Control and Automation, June, 2004, pp.5045-5049(EI)
[38] Bin Ye, Chuangxin Guo , et al, Identification of Fuzzy Model Using Evolutionary Programming and Least Squares Estimate, IEEE International Conference on Fuzzy Systems, July, 2004(EI)

 

Conference List

Section chairman, Nationwide Annual Meeting of Automation of Electric Power s System Specialty, 2009
Section chairman, Nationwide Annual Meeting of Automation of Electric Power s System Specialty, 2008
Section chairman, UPEC, 2002

 

Patent List

Cellular networks and wireless LAN loose integration of mobile communications network, patent no. : ZL 2003 1 0109500. 0
large power system vulnerability identification method, patent no. : ZL2006 1 0155104. 5
Substation layers of Common Gateway based IEC 61850, patent no. : 200710067086X
Electronic devices outdoor installation and maintenance box, patent no. : ZL2008 2 0152641. 9
Power system alarm events filtering method, patent apply no. : 200910152526. 0
Power system inteligent alarm method , patent apply no. : 200910152527. 5
Oil-immersed transformer fault diagnosis method， patent apply no. : 200910099461. 8
Neural networks and fuzzy integral based power system fault diagnosis method，patent apply no. : 200910099462. 2
Multiple Data Source Information Fusion for Fault Diagnosis Method，patent apply no. : 200910152528. X