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Chaohua Dai (戴朝华)
Associate Professor, Ph. D.School of Electrical Engineering, Southwest Jiaotong University,
National Engineering & Technology Research Center of Electrification and Automation in Rail Transit,
Chengdu 610031, Sichuan, P. R. China
Tel: **,**
Email: daichaohua@swjtu.edu.cn
BiographyDr. Chaohua Dai received his Ph.D. degreein electric system control and information technique from School of Electrical Engineering, Southwest Jiaotong University, Chengdu,China in 2009. Then, he joined the School of Electrical Engineering, Southwest Jiaotong University as an associate professor in 2009. During 1998-2001, he had beenwith ChinaRailway First Survey and Design Institute Group Ltd., where he wasan assistant engineer. His research interests include electric power systems and their automation, smart grid, hydrail, intelligenceinformation processing, modern signal processing, pattern recognition, etc.
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Research Interest
[1]Electric power systems and their automation (电力系统及其自动化)
[2]Smart grid and new energy power generation (智能电网、新能源发电)
[3] Electric System Control and Information Technique (电气系统控制与信息技术)
[4]Hydrail(氢动力机车、新能源在轨道交通中的应用)
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l Course
[1]New energy technologies and their applications. (for undergraduate students)
[2]New Energy Power Generation & Grid-connected Technology(新能源发电及并网技术). (for graduate students)
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l Student
M. S. Student
’2015
郭高易(西南交大) 赵传(西南交大) 邬明亮(中国矿大)
’2014
史青(西南交大) 明杰(西南交大) 向红吉(山东大学)
’2013
Siyang Cao(曹思扬) Jiajun Ouyang(欧阳家俊) Yuqing Zhao(赵雨晴)
’2012
Xiao Lei(雷霄) Kepeng Chu(楚克鹏) Shuo Yang(杨烁) Xu Luo(罗旭)
’2011
Zhe Jiao (焦哲)
’2010
Yu Du (杜预)
Undergraduate Student
’2010
Yi Zhang(张异), Lili Ran(冉莉莉), Pei Yang(杨沛), Kun Zhao(赵琨), Zhizheng Liang(梁志正), Xin Xi (席鑫)
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l Project
[14]湖南省电力公司项目: 水电丰富地区大规模风电群并网规划决策技术研究, 2015.6-2017.3.
[13]湖南省电力公司项目: 大规模风电接入对湖南电网调峰影响研究, 2014.8-2015.11.
[12]国家科技支撑计划项目(2014BAG08B01): 燃料电池/超级电容混合动力有轨电车关键技术研究, 2014.1-2016.12.
[11]南方电网科学研究院项目: 南方电网中长期电压稳定性时域仿真研究, 2013.4-2015.12.
[10]国家自然科学基金 (**): 电能质量检测中的压缩感知理论基础研究, 2014.1-2016.12. (参与)
[9]国家自然科学基金 (**): 基于最佳过氧比的机车燃料电池系统净输出功率最优控制方法研究, 2012.1-2015.12.
[8]国家自然科学基金 (**): 基于群体智能的列车运行计划优化编制方法研究, 2009.1-2011.12.
[7]教育部科学技术研究重点项目 (109160): 基于机理分析与实验测试的PEMFC系统动态模型及其控制研究, 2009.1~2010.12.
[6]中央高校基本科研业务费专项资金科技创新项目: 燃料电池混合动力列车系统建模及能量管理策略优化, 2010.1-2011.12.
[5]中央高校基本科研业务费专项资金专题研究项目: 新能源技术与应用, 2010.1-2011.12.
[4]中央高校基本科研业务费专项资金专题研究项目: 智能电网关键技术, 2010.1-2011.12.
[3]西南交通大学人才引进科研启动基金, 2009.9-2011.12.
[2]西南交通大学博士生创新基金: 搜寻者优化算法的理论与应用研究, 2007.3～2009.12.
[1]西南交通大学电气工程学院青年教师科研基金项目: 基于群体智能的智能电网框架下配电网一体化多目标运行优化, 2009.9-2011.12.
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l Award
[2]Outstanding Ph.D. Dissertation Award of Sichuan Province (2011).
[1]Outstanding Ph.D. Dissertation Award of Southwest Jiaotong University (2009).
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Selected Publications
[Till 2010-04-30, SCI Times Cited ***, Google Scholar Times Cited >***, CNKI Times Cited >***]Book:
Journal Paper:
?In press
?2012~
朱云芳,戴朝华,陈维荣,何正友.压缩感知理论及其电能质量应用与展望.电力系统及其自动化学报,2015,27(1):103-108.(CSCD收录)熊强,陈维荣,张雪霞, 戴朝华, 李奇. 考虑多风电场相关性的场景概率潮流计算[J]. 电网技术, 2015,39(8):2154-2159.Yanxia Yang, Xu Luo, Chaohua Dai*(Corresponding author), et al. Dynamic modeling and dynamic responses ofgrid-connected fuel cell. International Journal of Hydrogen Energy. 2014, 39(26):14296-14305 (SCI **042,IF: 3.548 )Chaohua Dai, Jiajun Ouyang, Weirong Chen, Yunfang Zhu, Lei Ma. Human group optimiser for global numericaloptimization. International Journal od Bio-Inspired Computation，2014, vo. 6. no. 5,pp. 333-349. (SCI**003, IF1.681)YunfangZhu, Chaohua Dai, Weirong Chen. Seeker Optimization Algorithm for SeveralPractical Applications [J]. International Journal of Computational IntelligenceSystems, 2014, 7(2): 353-359. (SCI: **012)Fei Peng, WeiRong Chen, Zhixiang Liu, Qi Li, Chaohua Dai. System Development of 150kW Electric Locomotive Powered by Individual PEMFuel Cell Stack [J]. International Journal of Hydrogen Energy. 2014, 39(25): 13886-13893 (SCI刊源, IF: 3.548 )马磊, 张文旭, 戴朝华. 多机器人系统强化学习研究综述. 西南交通大学学报, 2014, 49(6):1032-1044.陈前宇, 陈维荣, 戴朝华.电力系统无功优化多目标处理与算法改进[J]. 电力系统保护与控制, 2014.（CSCD）陈维荣,陆文婷, 戴朝华. 基于事件驱动的微电网多目标趋优控制. 西南交通大学学报, 2013, 48(5): 885-891.(EI: **856 )游志宇, 陈维荣,戴朝华, 李奇. 燃料电池备用电源系统设计与控制研究[J]. 电力自动化设备, 2013, 34(3): 167-173. (EI: **298)陈前宇, 陈维荣, 戴朝华, 张雪霞. 基于改进PSO算法的电力系统无功优化[J]. 电力系统及其自动化学报, 2013, 2013, 26(2):8-13. （CSCD）赵振元, 陈维荣,戴朝华, 张雪霞. 系统惯性时间常数对互联电网暂态稳定水平的影响. 电网技术,2012, 36(1): 102-107. (EI: **385)何国军，朱云芳，戴朝华，陈维荣. 基于差分进化的时频原子分解方法在电气化铁路谐波检测中的应用.电网技术, 2012, 36(12): 211-216. (EI: **385)
?2011
Chaohua Dai, Weirong Chen, Lixiang Li, et al.. Seeker optimizationalgorithm for parameter estimation of time-delay chaotic systems. Physical Review E, 83, 036203(2011).(SCI: 739FE)
Chaohua Dai, Weirong Chen, Yunfang Zhu, et al. Seeker optimization algorithm for tuning the structure and parameters ofneural networks. Neurocomputing, 2011, 74(6): 876-883. (SCI: 735KJ)Chaohua Dai, Weirong Chen, Zhanli Cheng, et al. Seeker Optimization Algorithm for Global Optimization:a Case Study on Optimal Modelling of Proton Exchange Membrane Fuel Cell (PEMFC). International Journal of Electrical Power and Energy Systems, 2011, 33(3): 369-376. (SCI:741DH)程站立,陈维荣, 戴朝华. 分布式发电中燃料电池并网的建模及其仿真. 电力系统及其自动化学报, 2011, 23(6): 51-56.邓美玉,陈维荣, 戴朝华. 微网高渗透并网仿真及电网无功优化.可再生能源, 2011, 29(5): 41-45.
?2010
Chaohua Dai, Weirong Chen, and Yunfang Zhu. Seeker optimization algorithm for digital IIR filter design, IEEE Transactions on Industrial Electronics, 2010, 57(5): 1710-1718. (SCI:**024;IF: 5.468).
Xuexia Zhang, Weirong Chen, Chaohua Dai, et al. Dynamic multi-group self-adaptive differential evolution algorithm for reactive power optimization, International Journal of Electrical Power & Energy Systems, vol. 32, no. 5, pp.351-357, June 2010.(SCI:**003;IF: 0.714)Chaohua Dai, Weirong Chen, Yonghua Song and Yunfang Zhu. Seeker optimization algorithm: A novel stochastic search algorithm for global numerical optimization, Journal of Systems Engineering and Electronics (English Edition), vol. 21, no. 2, pp. 300-311, Apr. 2010. (SCI: **021, IF: 0.269)张雪霞, 陈维荣, 戴朝华. 带局部搜索的动态多群体自适应差分进化算法及函数优化. 电子学报, 2010, 38(8): 1825-1830.
?2009
Chaohua Dai, Weirong Chen, Yunfang Zhu and Xuexia Zhang. Seeker optimization algorithm for optimal reactive power dispatch, IEEE Transactions on Power Systems, 2009, 24(3): 1218-1231.（SCI:**013;IF: 1.875)Chaohua Dai, Weirong Chen, Yunfang Zhu and Xuexia Zhang. Reactive power dispatch considering voltage stability with seeker optimization algorithm, Electric Power System Research, 2009, 79(10), pp.1462-1471. (SCI:**016; IF: 0.952) 戴朝华, 陈维荣, 朱云芳,等. IIR数字滤波器设计的搜寻者优化算法. 西南交通大学学报, 2009, 44(6): 871-876. （EI: **633） Yongkang Zheng, Weirong Chen, Chaohua Dai, Weibo Wang. Stochastic focusing search: A novel optimization algorithm for real-parameter optimization. Journal of Systems Engineering and Electronics, 2009, 20(4):869-876. (SCI: **027)郑永康, 陈维荣, 戴朝华, 等. 随机聚集搜索优化算法. 控制理论与应用, 2009, 26(8): 915-917.（EI: **337） 段涛, 陈维荣, 戴朝华, 等. 多智能体搜寻者优化算法在电力系统无功优化中的应用. 电力系统保护与控制, 2009, 37(14): 10-15. (EI: **508) 郑永康, 陈维荣, 戴朝华, 等. 基于复Morlet小波SVM的负荷预测. 西南交通大学学报, 2009Vol. 44(05):631-636. （EI: **591） 郑永康, 陈维荣, 戴朝华, 等. Gaussian小波SVM及其混沌时间序列预测. 控制工程, 2009, 16(4): 468-471. 刘述奎, 陈维荣, 李奇, 戴朝华, 等. 基于自适应聚焦粒子群优化算法的电力系统多目标无功优化. 电网技术, 2009, 33(13): 48-53. 陈维荣, 张倩, 王劲草, 戴朝华. 搜寻者优化算法在电力系统最优潮流的应用. 电力系统及其自动化学报, 2009, 21(1): 64-67.
?2008
李奇, 陈维荣, 戴朝华, 等. 基于搜寻者优化算法的质子交换膜燃料电池模型优化. 中国电机工程学报, 2008, 28(17):119-124. (EI: **) 郑永康, 陈维荣, 戴朝华, 等. 高斯小波支持向量机的研究. 信息与控制, 2008, 37(6): 670-674. 郑永康, 陈维荣, 戴朝华. 小波支持向量机与相空间重构结合的短期负荷预测研究. 继电器, 2008, 36(7):29-33.
?2007
戴朝华, 朱云芳, 陈维荣. 云遗传算法及其应用. 电子学报，2007, 35(7):1419-1424. (EI: **) 戴朝华, 朱云芳, 陈维荣. 云自适应遗传算法. 控制理论与应用, 2007, 24(4):646-650. (EI: **) 朱云芳, 戴朝华, 陈维荣. 基于优化递归小波与改进型ART2网络的内燃机故障诊断. 铁道学报, 2007, 29(1):115-120. (EI: **) 朱云芳, 戴朝华, 陈维荣. 基于小波与ART2网络的实时状态识别. 计算机工程, 2007,33(2): 194-196. 朱云芳, 戴朝华, 陈维荣. 基于递归小波与ART2网络的刀具状态智能监测. 机床与液压, 2007, 35(5):220-223. 朱云芳, 戴朝华, 陈维荣. 基于递归小波神经网络的刀具状态在线监测. 机床与液压, 2007, 35(2):172-175.
?2006
戴朝华, 朱云芳, 陈维荣. 云遗传算法. 西南交通大学学报，2006，41(6):729-732. (EI: **) 戴朝华, 朱云芳, 余南阳, 等. 基于变频空调器的舒适性指标与室内空气品质智能控制研究. 暖通空调, 2006, 36(4): 57-60. 朱云芳, 戴朝华, 傅攀. 采用小波神经网络的刀具故障诊断. 振动、测试与诊断, 2006, 26(1): 64-66. (EI: **)
?2005
戴朝华, 朱云芳, 冯涛. CI控制的舒适性与节能性研究. 制冷学报, 2005,26(3): 57-60. Yunfang Zhu, Chaohua Dai, Weirong Chen, et al. Adaptive probabilities of crossover and mutation in genetic algorithms based on cloud generators. Journal of Computational Information Systems, 2005, 1(4): 671-678. (EI: **) 朱云芳, 戴朝华, 陈维荣. 小波消噪阈值选取的一种改进方法. 电测与仪表, 2005, 42(7): 4-6.
Conference Paper:
?2011
Chaohua Dai, Weirong Chen, Lili Ran, Yi Zhang and Yu Du. Human group optimizer with local search, Lecture Notes in ComputerScience, 2011, Vol. 6728/2011,310-320. (EI: **706)
Lili Ran, WeirongChen and Chaohua Dai. Time-frequencyatom decomposition based on seeker optimization algorithm, in Proc. IEEE Int.Conf. Electrical Information and Mechatronics, 2011. Applied Mechanics and Materials, 2012, vols. 143-144, pp. 317-322. (EI)
?2010
Jiang Zhiling,Weirong Chen, Chaohua Dai, et al. OptimalEnergy Management for a Fuel Cell Hybrid Locomotive[C]. 7thInternational Conference on Fuzzy Systems and Knowledge Discovery, Yantai, Shandong, China, 2010:1320-1323. (EI: **379)
?2009
Xuexia Zhang, Weirong Chen, Wenzhao Cai and Chaohua Dai. Dynamic multi-groups self-adaptive differential evolution algorithm with local search for reactive power optimization, In: Proc. of the 2009 Asia-Pacific Power and Energy Engineering Conference, vol.3, Wuhan 28-31 2009, pp.2911-2914. (EI: **360)
?2008
Xuexia Zhang, Weirong Chen and Chaohua Dai. Application of oriented search algorithm in reactive power optimization of power system. In: Proceedings of the 3rd International Conference on Deregulation and Restructuring and Power Technologies, pp.2856-2861, 2008. (EI: **) Xuexia Zhang, Weirong Chen, Chaohua Dai, Ai Guo. Self-adaptive differential evolutionary algorithm for reactive power optimization. In: Proc. of the Fourth International Conference on Natural Computation, vol.6,18-20 Oct. 2008 pp.560-564. (EI: **)
?2007
Chaohua Dai, Yunfang Zhu and Weirong Chen. Seeker optimization algorithm, Lecture Notes in Artificial Intelligence, Y. Wang, Y. Cheung, and H. Liu (Eds.), Springer-Verlag Berlin Heidelberg: Revised selected paper from CIS 2006, pp. 167–176, 2007. (EI: **; ISTP: BGY38)
?2006
Chaohua Dai, Yunfang Zhu, and Weirong Chen. Seeker optimization algorithm, In: Proc. 2006 Inter. Conf. Computational Intelligence and Security, Guangzhou, China, IEEE Press, 2006, vol. 1, pp. 225-229. (EI: **)
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Resource
[1]粒子群优化(Particle Swarm Optimization, PSO)算法综述
[2]差分进化(DifferentialEvolution, DE)综述
[3] The key PSO site: http://www.swarmintelligence.org/; Another PSO site with information and free code: http://www.particleswarm.info/; The key ACO site: http://www.aco-metaheuristic.org/; PSO Matlab toolbox: http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=7506; Several ACO packages: http://www.aco-metaheuristic.org/aco-code/public-software.html;
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Photo
Please click here.
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Useful Links
Researchers:
C. A. Coello Coello
K. Deb
P. N. Suganthan
Christian Igel
S. Bandyopadhyay
Marco Dorigo (ACO)
Edward Tsang
Eckart Zitzler
Jyh-Shing Roger Jang
Rainer Storn(DE)
Nikolaus Hansen(CMA-ES)
D. Dasgupta (AIS)
Clayton Scott(in SVM)Chih-Jen LinMark Newman (complex systems) Kevin M. Passino
IgorTerence Tao(陶哲轩)Marco DorigoJens Krause
Larissa Conradt卿安永 (tslqay@nus.edu.sg) Georg Theiner (group cognition) Colin Allen (group cognition)
Robert Goldstone(Psychologicaland Brain Sciences), Ying Feng(冯颖) Konstantinos Katsikopoulos(modeling of heuristics that people (laymen and experts) should or do use to make decisions )
Peter M. Todd (Simple Heuristics That Make Us Smart)J. Chang (图像分割)
张磊 (图像识别、分割与稀疏)Wolfram Burgard (a professor for computer science at the University of Freiburg and head of the research lab for Autonomous Intelligent Systems. His areas of interest lie in artificial intelligence and mobile robots.) Kai O. Arras (Social Robotics Laboratory) Gary G. Yen (计算智能)
Chen Yu (Computational Cognition) jan drugowitsch
Allen Y. Yang
Zidong WANG(big data)
Licheng Jiao
Xin Yao(姚新)
Ling Wang(王凌)
Zhi-Hua Zhou
Jun Zhang(张军)
Maoguo Gong(公茂果)
Derong Liu
Yi Zhang
沙威
王承祥
史玉回 Yuhui.Shi@xjtlu.edu.cn
莫宏伟
谭营
崔志华
曾建潮
唐珂
李良群薄列峰Guangming SHI(石光明)潘正祥
王国利
Labs:
DSP group
NICALThe Nature Inspired Computation and Applications Laboratory (NICAL) is affiliated with the School of Computer Science and Technology, University of Science and Technology of China (USTC).
Oganizations:
Oak Ridge National Lab
Max Planck Institute for Human Development
the Center for Adaptive Behavior and Cognition of the Max Planck Institute for Human Development in Berlin
Center for Cognitive ScienceCenter for Cognitive Science, University of Freiburg , 79098 Freiburg, Germany.
国际科学基金会
欧洲科学基金会
美国国家科学基金会(NSF)
德意志研究联合会
澳大利亚研究理事会(ARC)
中国自动化学会
中国计算机学会
中国人工智能学会
中国矿业大学-中国科学院智能信息处理联合实验室(Joint Lab of Intelligene Information Processing, JLIIP, CUMT-CAS)
Special topics:
Mobile robotic simulation soft Mobile robotic simulation soft provides you with a rapid prototyping environment for modeling, programming and simulating mobile robots
Biogeography-Based Optimization
Ant Colony Optimization
Including some publications and softwares for ant colony optimization
Constraint Satisfaction and Optimization Laboratory
Swarm Intelligence
AgentLinkAgentLink is the European Commission's IST-funded Coordination Action for Agent-Based Computing
The Computer Vision Homepage
Matlab中文论坛
EMOOEvolutionary Multiobjective Optimization homepage
PSOParticle Swarm Central
Lazy Learning PackagePSOt - a Particle Swarm Optimization Toolbox for use with Matlab
LibSVMA Library for Support Vector Machines
SVM Tools Support Vector Machines Tools
KEELA Software Tool to Assess Evolutionary Algorithms to Data Mining Problems
kernel-machinesThis page is devoted to learning methods building on kernels, such as the support vector machine.
Boostinga new website on Boosting and related ensemble learning methods, e.g. Boosting, Arcing, Bagging, the connection to mathematical programming and large margin classifiers, and model selection. The aim is to serve as a central information source by providing links to papers, upcoming events, datasets, code, etc.
Wavelab小波分析工具
OpenCV由一系列 C 函数和少量 C++ 类构成，实现了图像处理和计算机视觉方面的很多通用算法
ALifeWelcome to the site of the International Society of Artificial Life
Razor Roboticsa site dedicated to robot education!
ComputationalIntelligence Library CIlib is a open collaborative component based framework for developing Computational Intelligence software.
Iterative Methods for OptimizationMatlab Codes of Iterative Methods for Optimization
ARfitA Matlab package for the estimation of parameters and eigenmodes of multivariate autoregressive models
Bayes Net Toolbox
VoiceBox Speech Processing Toolbox
Time-Frequency ToolboxTime-Frequency Toolbox for Matlab
Genetic Fuzzy Systems (1)
Genetic Fuzzy Systems (2)
BostonDynamics 机器人
宁波大学图书馆刊名缩写及全称对照查询系统
Genetic Fuzzy Systems
statistical testsHow to use statistical tests to compare the results of the various algorithms
agent-based computational models
Smart Grid Resouces
智能电网
电力网
Power systems test case archive
物理学家组织网站
HBEBThe Human Behavioral Ecology Bibliography
fuel cell work, fuel cell today, fuel cell energy, ballard, fuel cell, .
Swarm Development Group Wiki
Power systems test case archive
沈海军的航空概论课程
计算机视觉
Compressive Sensing (1)
Compressive Sensing (2) Compressive Sensing Resources
Compressive Sensing (3)
Compressive Sensing (4)
Matching Pursuit ToolKit
Kalman；Kalman
Journals:
IEEE Trans. Smart Grid
Int. J. BICInternational Journal ofBio-inspired Computation
IEEE Trans. Sustainable Energy
Read; Submit Proceedings of the IEEE
网址；编委会；在线投稿IEEE Transactions on Autonomous Mental Development《IEEE自主智能进化汇刊》
Others:
MIT开放课程MIT开放课程中国镜像
研学论坛
电力研学论坛
PQsoft
PUDN程序员联合开发网
CSDN中国软件开发联盟
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[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Research Interest
[1]Electric power systems and their automation (电力系统及其自动化)
[2]Smart grid and new energy power generation (智能电网、新能源发电)
[3] Electric System Control and Information Technique (电气系统控制与信息技术)
[4]Hydrail(氢动力机车、新能源在轨道交通中的应用)
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Course
[1]New energy technologies and their applications. (for undergraduate students)
[2]New Energy Power Generation & Grid-connected Technology(新能源发电及并网技术). (for graduate students)
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Student
M. S. Student
’2015
郭高易(西南交大) 赵传(西南交大) 邬明亮(中国矿大)
’2014
史青(西南交大) 明杰(西南交大) 向红吉(山东大学)
’2013
Siyang Cao(曹思扬) Jiajun Ouyang(欧阳家俊) Yuqing Zhao(赵雨晴)
’2012
Xiao Lei(雷霄) Kepeng Chu(楚克鹏) Shuo Yang(杨烁) Xu Luo(罗旭)
’2011
Zhe Jiao (焦哲)
’2010
Yu Du (杜预)
Undergraduate Student
’2010
Yi Zhang(张异), Lili Ran(冉莉莉), Pei Yang(杨沛), Kun Zhao(赵琨), Zhizheng Liang(梁志正), Xin Xi (席鑫)
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Project
[14]湖南省电力公司项目: 水电丰富地区大规模风电群并网规划决策技术研究, 2015.6-2017.3.
[13]湖南省电力公司项目: 大规模风电接入对湖南电网调峰影响研究, 2014.8-2015.11.
[12]国家科技支撑计划项目(2014BAG08B01): 燃料电池/超级电容混合动力有轨电车关键技术研究, 2014.1-2016.12.
[11]南方电网科学研究院项目: 南方电网中长期电压稳定性时域仿真研究, 2013.4-2015.12.
[10]国家自然科学基金 (**): 电能质量检测中的压缩感知理论基础研究, 2014.1-2016.12. (参与)
[9]国家自然科学基金 (**): 基于最佳过氧比的机车燃料电池系统净输出功率最优控制方法研究, 2012.1-2015.12.
[8]国家自然科学基金 (**): 基于群体智能的列车运行计划优化编制方法研究, 2009.1-2011.12.
[7]教育部科学技术研究重点项目 (109160): 基于机理分析与实验测试的PEMFC系统动态模型及其控制研究, 2009.1~2010.12.
[6]中央高校基本科研业务费专项资金科技创新项目: 燃料电池混合动力列车系统建模及能量管理策略优化, 2010.1-2011.12.
[5]中央高校基本科研业务费专项资金专题研究项目: 新能源技术与应用, 2010.1-2011.12.
[4]中央高校基本科研业务费专项资金专题研究项目: 智能电网关键技术, 2010.1-2011.12.
[3]西南交通大学人才引进科研启动基金, 2009.9-2011.12.
[2]西南交通大学博士生创新基金: 搜寻者优化算法的理论与应用研究, 2007.3～2009.12.
[1]西南交通大学电气工程学院青年教师科研基金项目: 基于群体智能的智能电网框架下配电网一体化多目标运行优化, 2009.9-2011.12.
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l Award
[2]Outstanding Ph.D. Dissertation Award of Sichuan Province (2011).
[1]Outstanding Ph.D. Dissertation Award of Southwest Jiaotong University (2009).
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Selected Publications
[Till 2010-04-30, SCI Times Cited ***, Google Scholar Times Cited >***, CNKI Times Cited >***]Book:
?In press
- 朱云芳,戴朝华,陈维荣,何正友.压缩感知理论及其电能质量应用与展望.电力系统及其自动化学报,2015,27(1):103-108.(CSCD收录)熊强,陈维荣,张雪霞, 戴朝华, 李奇. 考虑多风电场相关性的场景概率潮流计算[J]. 电网技术, 2015,39(8):2154-2159.Yanxia Yang, Xu Luo, Chaohua Dai*(Corresponding author), et al. Dynamic modeling and dynamic responses ofgrid-connected fuel cell. International Journal of Hydrogen Energy. 2014, 39(26):14296-14305 (SCI **042,IF: 3.548 )Chaohua Dai, Jiajun Ouyang, Weirong Chen, Yunfang Zhu, Lei Ma. Human group optimiser for global numericaloptimization. International Journal od Bio-Inspired Computation，2014, vo. 6. no. 5,pp. 333-349. (SCI**003, IF1.681)YunfangZhu, Chaohua Dai, Weirong Chen. Seeker Optimization Algorithm for SeveralPractical Applications [J]. International Journal of Computational IntelligenceSystems, 2014, 7(2): 353-359. (SCI: **012)Fei Peng, WeiRong Chen, Zhixiang Liu, Qi Li, Chaohua Dai. System Development of 150kW Electric Locomotive Powered by Individual PEMFuel Cell Stack [J]. International Journal of Hydrogen Energy. 2014, 39(25): 13886-13893 (SCI刊源, IF: 3.548 )马磊, 张文旭, 戴朝华. 多机器人系统强化学习研究综述. 西南交通大学学报, 2014, 49(6):1032-1044.陈前宇, 陈维荣, 戴朝华.电力系统无功优化多目标处理与算法改进[J]. 电力系统保护与控制, 2014.（CSCD）陈维荣,陆文婷, 戴朝华. 基于事件驱动的微电网多目标趋优控制. 西南交通大学学报, 2013, 48(5): 885-891.(EI: **856 )游志宇, 陈维荣,戴朝华, 李奇. 燃料电池备用电源系统设计与控制研究[J]. 电力自动化设备, 2013, 34(3): 167-173. (EI: **298)陈前宇, 陈维荣, 戴朝华, 张雪霞. 基于改进PSO算法的电力系统无功优化[J]. 电力系统及其自动化学报, 2013, 2013, 26(2):8-13. （CSCD）赵振元, 陈维荣,戴朝华, 张雪霞. 系统惯性时间常数对互联电网暂态稳定水平的影响. 电网技术,2012, 36(1): 102-107. (EI: **385)何国军，朱云芳，戴朝华，陈维荣. 基于差分进化的时频原子分解方法在电气化铁路谐波检测中的应用.电网技术, 2012, 36(12): 211-216. (EI: **385)
- Chaohua Dai, Weirong Chen, Lixiang Li, et al.. Seeker optimizationalgorithm for parameter estimation of time-delay chaotic systems. Physical Review E, 83, 036203(2011).(SCI: 739FE)
Chaohua Dai, Weirong Chen, Yunfang Zhu, et al. Seeker optimization algorithm for tuning the structure and parameters ofneural networks. Neurocomputing, 2011, 74(6): 876-883. (SCI: 735KJ)Chaohua Dai, Weirong Chen, Zhanli Cheng, et al. Seeker Optimization Algorithm for Global Optimization:a Case Study on Optimal Modelling of Proton Exchange Membrane Fuel Cell (PEMFC). International Journal of Electrical Power and Energy Systems, 2011, 33(3): 369-376. (SCI:741DH)程站立,陈维荣, 戴朝华. 分布式发电中燃料电池并网的建模及其仿真. 电力系统及其自动化学报, 2011, 23(6): 51-56.邓美玉,陈维荣, 戴朝华. 微网高渗透并网仿真及电网无功优化.可再生能源, 2011, 29(5): 41-45.
- Chaohua Dai, Weirong Chen, and Yunfang Zhu. Seeker optimization algorithm for digital IIR filter design, IEEE Transactions on Industrial Electronics, 2010, 57(5): 1710-1718. (SCI:**024;IF: 5.468).
Xuexia Zhang, Weirong Chen, Chaohua Dai, et al. Dynamic multi-group self-adaptive differential evolution algorithm for reactive power optimization, International Journal of Electrical Power & Energy Systems, vol. 32, no. 5, pp.351-357, June 2010.(SCI:**003;IF: 0.714)Chaohua Dai, Weirong Chen, Yonghua Song and Yunfang Zhu. Seeker optimization algorithm: A novel stochastic search algorithm for global numerical optimization, Journal of Systems Engineering and Electronics (English Edition), vol. 21, no. 2, pp. 300-311, Apr. 2010. (SCI: **021, IF: 0.269)张雪霞, 陈维荣, 戴朝华. 带局部搜索的动态多群体自适应差分进化算法及函数优化. 电子学报, 2010, 38(8): 1825-1830.
- Chaohua Dai, Weirong Chen, Yunfang Zhu and Xuexia Zhang. Seeker optimization algorithm for optimal reactive power dispatch, IEEE Transactions on Power Systems, 2009, 24(3): 1218-1231.（SCI:**013;IF: 1.875)Chaohua Dai, Weirong Chen, Yunfang Zhu and Xuexia Zhang. Reactive power dispatch considering voltage stability with seeker optimization algorithm, Electric Power System Research, 2009, 79(10), pp.1462-1471. (SCI:**016; IF: 0.952) 戴朝华, 陈维荣, 朱云芳,等. IIR数字滤波器设计的搜寻者优化算法. 西南交通大学学报, 2009, 44(6): 871-876. （EI: **633） Yongkang Zheng, Weirong Chen, Chaohua Dai, Weibo Wang. Stochastic focusing search: A novel optimization algorithm for real-parameter optimization. Journal of Systems Engineering and Electronics, 2009, 20(4):869-876. (SCI: **027)郑永康, 陈维荣, 戴朝华, 等. 随机聚集搜索优化算法. 控制理论与应用, 2009, 26(8): 915-917.（EI: **337） 段涛, 陈维荣, 戴朝华, 等. 多智能体搜寻者优化算法在电力系统无功优化中的应用. 电力系统保护与控制, 2009, 37(14): 10-15. (EI: **508) 郑永康, 陈维荣, 戴朝华, 等. 基于复Morlet小波SVM的负荷预测. 西南交通大学学报, 2009Vol. 44(05):631-636. （EI: **591） 郑永康, 陈维荣, 戴朝华, 等. Gaussian小波SVM及其混沌时间序列预测. 控制工程, 2009, 16(4): 468-471. 刘述奎, 陈维荣, 李奇, 戴朝华, 等. 基于自适应聚焦粒子群优化算法的电力系统多目标无功优化. 电网技术, 2009, 33(13): 48-53. 陈维荣, 张倩, 王劲草, 戴朝华. 搜寻者优化算法在电力系统最优潮流的应用. 电力系统及其自动化学报, 2009, 21(1): 64-67.
- 李奇, 陈维荣, 戴朝华, 等. 基于搜寻者优化算法的质子交换膜燃料电池模型优化. 中国电机工程学报, 2008, 28(17):119-124. (EI: **) 郑永康, 陈维荣, 戴朝华, 等. 高斯小波支持向量机的研究. 信息与控制, 2008, 37(6): 670-674. 郑永康, 陈维荣, 戴朝华. 小波支持向量机与相空间重构结合的短期负荷预测研究. 继电器, 2008, 36(7):29-33.
- 戴朝华, 朱云芳, 陈维荣. 云遗传算法及其应用. 电子学报，2007, 35(7):1419-1424. (EI: **) 戴朝华, 朱云芳, 陈维荣. 云自适应遗传算法. 控制理论与应用, 2007, 24(4):646-650. (EI: **) 朱云芳, 戴朝华, 陈维荣. 基于优化递归小波与改进型ART2网络的内燃机故障诊断. 铁道学报, 2007, 29(1):115-120. (EI: **) 朱云芳, 戴朝华, 陈维荣. 基于小波与ART2网络的实时状态识别. 计算机工程, 2007,33(2): 194-196. 朱云芳, 戴朝华, 陈维荣. 基于递归小波与ART2网络的刀具状态智能监测. 机床与液压, 2007, 35(5):220-223. 朱云芳, 戴朝华, 陈维荣. 基于递归小波神经网络的刀具状态在线监测. 机床与液压, 2007, 35(2):172-175.
- 戴朝华, 朱云芳, 陈维荣. 云遗传算法. 西南交通大学学报，2006，41(6):729-732. (EI: **) 戴朝华, 朱云芳, 余南阳, 等. 基于变频空调器的舒适性指标与室内空气品质智能控制研究. 暖通空调, 2006, 36(4): 57-60. 朱云芳, 戴朝华, 傅攀. 采用小波神经网络的刀具故障诊断. 振动、测试与诊断, 2006, 26(1): 64-66. (EI: **)
- 戴朝华, 朱云芳, 冯涛. CI控制的舒适性与节能性研究. 制冷学报, 2005,26(3): 57-60. Yunfang Zhu, Chaohua Dai, Weirong Chen, et al. Adaptive probabilities of crossover and mutation in genetic algorithms based on cloud generators. Journal of Computational Information Systems, 2005, 1(4): 671-678. (EI: **) 朱云芳, 戴朝华, 陈维荣. 小波消噪阈值选取的一种改进方法. 电测与仪表, 2005, 42(7): 4-6.
?2011
- Chaohua Dai, Weirong Chen, Lili Ran, Yi Zhang and Yu Du. Human group optimizer with local search, Lecture Notes in ComputerScience, 2011, Vol. 6728/2011,310-320. (EI: **706)
Lili Ran, WeirongChen and Chaohua Dai. Time-frequencyatom decomposition based on seeker optimization algorithm, in Proc. IEEE Int.Conf. Electrical Information and Mechatronics, 2011. Applied Mechanics and Materials, 2012, vols. 143-144, pp. 317-322. (EI)
- Jiang Zhiling,Weirong Chen, Chaohua Dai, et al. OptimalEnergy Management for a Fuel Cell Hybrid Locomotive[C]. 7thInternational Conference on Fuzzy Systems and Knowledge Discovery, Yantai, Shandong, China, 2010:1320-1323. (EI: **379)
- Xuexia Zhang, Weirong Chen, Wenzhao Cai and Chaohua Dai. Dynamic multi-groups self-adaptive differential evolution algorithm with local search for reactive power optimization, In: Proc. of the 2009 Asia-Pacific Power and Energy Engineering Conference, vol.3, Wuhan 28-31 2009, pp.2911-2914. (EI: **360)
- Xuexia Zhang, Weirong Chen and Chaohua Dai. Application of oriented search algorithm in reactive power optimization of power system. In: Proceedings of the 3rd International Conference on Deregulation and Restructuring and Power Technologies, pp.2856-2861, 2008. (EI: **) Xuexia Zhang, Weirong Chen, Chaohua Dai, Ai Guo. Self-adaptive differential evolutionary algorithm for reactive power optimization. In: Proc. of the Fourth International Conference on Natural Computation, vol.6,18-20 Oct. 2008 pp.560-564. (EI: **)
- Chaohua Dai, Yunfang Zhu and Weirong Chen. Seeker optimization algorithm, Lecture Notes in Artificial Intelligence, Y. Wang, Y. Cheung, and H. Liu (Eds.), Springer-Verlag Berlin Heidelberg: Revised selected paper from CIS 2006, pp. 167–176, 2007. (EI: **; ISTP: BGY38)
- Chaohua Dai, Yunfang Zhu, and Weirong Chen. Seeker optimization algorithm, In: Proc. 2006 Inter. Conf. Computational Intelligence and Security, Guangzhou, China, IEEE Press, 2006, vol. 1, pp. 225-229. (EI: **)
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Resource
[1]粒子群优化(Particle Swarm Optimization, PSO)算法综述
[2]差分进化(DifferentialEvolution, DE)综述
[3] The key PSO site: http://www.swarmintelligence.org/; Another PSO site with information and free code: http://www.particleswarm.info/; The key ACO site: http://www.aco-metaheuristic.org/; PSO Matlab toolbox: http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=7506; Several ACO packages: http://www.aco-metaheuristic.org/aco-code/public-software.html;
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Photo
Please click here.
[Homepage][Research Interest][Course][Student][Project][Award][Publications][Resource][Photo][Links]
l Useful Links
Researchers:
C. A. Coello Coello
K. Deb
P. N. Suganthan
Christian Igel
S. Bandyopadhyay
Marco Dorigo (ACO)
Edward Tsang
Eckart Zitzler
Jyh-Shing Roger Jang
Rainer Storn(DE)
Nikolaus Hansen(CMA-ES)
D. Dasgupta (AIS)
Clayton Scott(in SVM)Chih-Jen LinMark Newman (complex systems) Kevin M. Passino
IgorTerence Tao(陶哲轩)Marco DorigoJens Krause
Larissa Conradt卿安永 (tslqay@nus.edu.sg) Georg Theiner (group cognition) Colin Allen (group cognition)
Robert Goldstone(Psychologicaland Brain Sciences), Ying Feng(冯颖) Konstantinos Katsikopoulos(modeling of heuristics that people (laymen and experts) should or do use to make decisions )
Peter M. Todd (Simple Heuristics That Make Us Smart)J. Chang (图像分割)
张磊 (图像识别、分割与稀疏)Wolfram Burgard (a professor for computer science at the University of Freiburg and head of the research lab for Autonomous Intelligent Systems. His areas of interest lie in artificial intelligence and mobile robots.) Kai O. Arras (Social Robotics Laboratory) Gary G. Yen (计算智能)
Chen Yu (Computational Cognition) jan drugowitsch
Allen Y. Yang
Zidong WANG(big data)
Licheng Jiao
Xin Yao(姚新)
Ling Wang(王凌)
Zhi-Hua Zhou
Jun Zhang(张军)
Maoguo Gong(公茂果)
Derong Liu
Yi Zhang
沙威
王承祥
史玉回 Yuhui.Shi@xjtlu.edu.cn
莫宏伟
谭营
崔志华
曾建潮
唐珂
李良群薄列峰Guangming SHI(石光明)潘正祥
王国利
Labs:
DSP group
NICALThe Nature Inspired Computation and Applications Laboratory (NICAL) is affiliated with the School of Computer Science and Technology, University of Science and Technology of China (USTC).
Oganizations:
Oak Ridge National Lab
Max Planck Institute for Human Development
the Center for Adaptive Behavior and Cognition of the Max Planck Institute for Human Development in Berlin
Center for Cognitive ScienceCenter for Cognitive Science, University of Freiburg , 79098 Freiburg, Germany.
国际科学基金会
欧洲科学基金会
美国国家科学基金会(NSF)
德意志研究联合会
澳大利亚研究理事会(ARC)
中国自动化学会
中国计算机学会
中国人工智能学会
中国矿业大学-中国科学院智能信息处理联合实验室(Joint Lab of Intelligene Information Processing, JLIIP, CUMT-CAS)
Special topics:
Mobile robotic simulation soft Mobile robotic simulation soft provides you with a rapid prototyping environment for modeling, programming and simulating mobile robots
Biogeography-Based Optimization
Ant Colony Optimization
Including some publications and softwares for ant colony optimization
Constraint Satisfaction and Optimization Laboratory
Swarm Intelligence
AgentLinkAgentLink is the European Commission's IST-funded Coordination Action for Agent-Based Computing
The Computer Vision Homepage
Matlab中文论坛
EMOOEvolutionary Multiobjective Optimization homepage
PSOParticle Swarm Central
Lazy Learning PackagePSOt - a Particle Swarm Optimization Toolbox for use with Matlab
LibSVMA Library for Support Vector Machines
SVM Tools Support Vector Machines Tools
KEELA Software Tool to Assess Evolutionary Algorithms to Data Mining Problems
kernel-machinesThis page is devoted to learning methods building on kernels, such as the support vector machine.
Boostinga new website on Boosting and related ensemble learning methods, e.g. Boosting, Arcing, Bagging, the connection to mathematical programming and large margin classifiers, and model selection. The aim is to serve as a central information source by providing links to papers, upcoming events, datasets, code, etc.
Wavelab小波分析工具
OpenCV由一系列 C 函数和少量 C++ 类构成，实现了图像处理和计算机视觉方面的很多通用算法
ALifeWelcome to the site of the International Society of Artificial Life
Razor Roboticsa site dedicated to robot education!
ComputationalIntelligence Library CIlib is a open collaborative component based framework for developing Computational Intelligence software.
Iterative Methods for OptimizationMatlab Codes of Iterative Methods for Optimization
ARfitA Matlab package for the estimation of parameters and eigenmodes of multivariate autoregressive models
Bayes Net Toolbox
VoiceBox Speech Processing Toolbox
Time-Frequency ToolboxTime-Frequency Toolbox for Matlab
Genetic Fuzzy Systems (1)
Genetic Fuzzy Systems (2)
BostonDynamics 机器人
宁波大学图书馆刊名缩写及全称对照查询系统
Genetic Fuzzy Systems
statistical testsHow to use statistical tests to compare the results of the various algorithms
agent-based computational models
Smart Grid Resouces
智能电网
电力网
Power systems test case archive
物理学家组织网站
HBEBThe Human Behavioral Ecology Bibliography
fuel cell work, fuel cell today, fuel cell energy, ballard, fuel cell, .
Swarm Development Group Wiki
Power systems test case archive
沈海军的航空概论课程
计算机视觉
Compressive Sensing (1)
Compressive Sensing (2) Compressive Sensing Resources
Compressive Sensing (3)
Compressive Sensing (4)
Matching Pursuit ToolKit
Kalman；Kalman
Journals:
IEEE Trans. Smart Grid
Int. J. BICInternational Journal ofBio-inspired Computation
IEEE Trans. Sustainable Energy
Read; Submit Proceedings of the IEEE
网址；编委会；在线投稿IEEE Transactions on Autonomous Mental Development《IEEE自主智能进化汇刊》
Others:
MIT开放课程MIT开放课程中国镜像
研学论坛
电力研学论坛
PQsoft
PUDN程序员联合开发网
CSDN中国软件开发联盟
维基百科, wikipedia
CNKI文献数据库Power Quality and Energy Efficiency Analytical Tools
IEEE Xplore
ScienceDirect
dictionary.com英英词典
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