熊国江【特岗教授】

发布时间: 2017-10-24     浏览次数: 7942

熊国江,19867月生,男,苗族,贵州凯里人。2014年于华中科技大学电力系统及其自动化专业获博士学位,现为贵州大学电气工程及其自动化系教师,从事教学与科研工作。

主要研究方向

²电力系统经济调度、可再生能源并网、网源荷储互补协调优化运行

²电网故障诊断、故障定位

²计算智能(群体智能优化、深度学习、模糊推理等)在电力系统中的应用等

教育经历

²2011/092014/06,华中科技大学,电气与电子工程学院,博士

²2009/092011/06,华中科技大学,电气与电子工程学院,硕士

²2005/092009/06,浙江大学,电气工程学院,本科

工作经历

²2017/09-至今,贵州大学,电气工程学院

²2014/08-2017/08,贵州电网公司电力调度控制中心

科研项目

²国家自然科学基金地区项目,多端柔性配电网多模式分区协调运行的群体智能集成自适应优化方法,2022-01至2025-12,在研,主持

²国家自然科学基金青年项目,具备强解释性的深度神经网络透明化智能电网故障诊断模型,2020-01至2022-12,在研,主持

²贵州大学潜力学科国际影响力水平提升计划项目,最优化运行与智能化应用,2020-01至2021-12,在研,主持

²贵州电网有限责任公司电力调度控制中心管理创新项目,基于调控一体化模式下的“智能信息化调控体系”提质增效研究,2020-06至2020-10,已结题,主持

²中国电建集团贵阳勘测设计研究院有限公司科技项目,风光水火储多能互补课题研究,2020-05至2020-07,已结题,主持

²贵州大学培育项目,基于同步教学优化算法的多类光伏电池模型参数辨识,2018-12至2020-12,已结题,主持

²贵州省教育厅青年科技人才成长项目,考虑多重不确定性的电力系统节能减排多目标发电调度模型与方法研究,2018-11至2021-10,在研,主持

²贵州大学引进人才科研项目,节能减排多目标非凸、非线性发电调度的新型优化方法研究,2018-01至2020-12,已结题,主持

学术论文

已录用

[47]Guojiang Xiong, Xufeng Yuan, Ali Wagdy Mohamed, Jing Zhang. Fault section diagnosis of power systems with logical operation binary gaining-sharing knowledge-based algorithm. International Journal of Intelligent Systems, 已录用. (SCI收录,影响因子8.709,中科院1)

[46]帅茂杭,熊国江(通讯作者),胡晓,陈锦龙.基于改进多目标骨干粒子群算法的电力系统环境经济调度.控制与决策,已录用.(EI收录)

[45] 张南阳,熊国江(通讯作者),陈锦龙,姚刚.含风电电力系统机组组合的量子离散差分进化方法.电网与清洁能源,已录用.

[44]史磊,熊国江(通讯作者),潘政,刘宇,何其多,付子怡.改进自适应禁忌退火粒子群算法的电力系统环境经济调度.实验室研究与探索,已录用.

[43]张南阳,熊国江(通讯作者).含电转气的电力系统模糊控制多阶段优化调度方法.实验室研究与探索,已录用.

2021

[42]Guojiang Xiong, Lei Li, Ali Wagdy Mohamed, Xufeng Yuan, Jing Zhang. A new method for parameter extraction of solar photovoltaic models using gaining–sharing knowledge based algorithm. Energy Reports, 2021, 7: 3286-3301. (SCI收录,影响因子3.595,中科院2)

[41]Lei Li, Guojiang Xiong(通讯作者), Xufeng Yuan, Jing Zhang, Jinlong Chen. Parameter Extraction of Photovoltaic Models Using a Dynamic Self-Adaptive and Mutual-Comparison Teaching-Learning-Based Optimization. IEEE Access, 2021, 9: 52425-52441. (SCI收录,影响因子3.745,中科院2)

[40]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Lin Zhu, Xufeng Yuan. Optimal identification of solid oxide fuel cell parameters using a competitive hybrid differential evolution and Jaya algorithm. International Journal of Hydrogen Energy, 2021, 46(9): 6720-6733. (SCI收录,影响因子4.939,中科院2区)

[39]张劲,熊国江(通讯作者),邹晓松,袁旭峰.含风电和径流式小水电的多目标环境经济调度.电力系统自动化,2021,45(9):38-45.(EI收录)

[38]蒋承刚,熊国江(通讯作者),陈锦龙.基于改进非支配多目标差分进化算法的含风电-小水电电力系统动态环境经济调度.电力科学与工程,2021,37(8):1-9

2020

[37]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Lin Zhu, Xufeng Yuan. Parameter extraction of solar photovoltaic models with an either-or teaching learning based algorithm. Energy Conversion and Management, 2020, 224: 113395. (SCI收录,影响因子8.208,中科院1区)

[36]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Lin Zhu, Xufeng Yuan. Parameter extraction of solar photovoltaic models via quadratic interpolation learning differential evolution. Sustainable Energy & Fuels, 2020, 4(11): 5595-5608. (SCI收录,影响因子5.503,中科院2区)

[35]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Lin Zhu, Xufeng Yuan, Zhukui Tan. Winner-leading competitive swarm optimizer with dynamic Gaussian mutation for parameter extraction of solar photovoltaic models. Energy Conversion and Management, 2020, 206: 112450. (SCI收录,影响因子8.208,中科院1)

[34]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Xufeng Yuan. A simplified competitive swarm optimizer for parameter identification of solid oxide fuel cells. Energy Conversion and Management, 2020, 203: 112204. (SCI收录,影响因子8.208,中科院1)

[33]Zhenqi Tan, Jing Zhang, Yu He, Ying Zhang, Guojiang Xiong, Ying Liu. Short-Term Load Forecasting Based on Integration of SVR and Stacking.  IEEE Access, 2020, 8: 227719-227728. (SCI收录,影响因子3.745,中科院2)

2019

[32]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Lin Zhu, Xufeng Yuan, Gang Yao. Modified Search Strategies Assisted Crossover Whale Optimization Algorithm with Selection Operator for Parameter Extraction of Solar Photovoltaic Models. Remote Sensing, 2019, 11(23): 2795. (SCI收录,影响因子4.118,中科院2)

[31]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Xufeng Yuan. Application of Supply-Demand-Based Optimization for Parameter Extraction of Solar Photovoltaic Models. Complexity, 2019, Article ID 3923691, 22 pages. (SCI收录,影响因子2.591,中科院2)

[30]Jing Zhang, Guojiang Xiong, Ke Meng, Peijia Yu, Gang Yao, Zhaoyang Dong. An improved probabilistic load flow simulation method considering correlated stochastic variables. International Journal of Electrical Power & Energy Systems, 2019, 111: 260-268. (SCI收录影响因子3.610,中科院2)

[29]Jing Zhang, Luqin Fan, Ying Zhang, Gang Yao, Peijia Yu, Guojiang Xiong, Ke Meng, Xiangping Chen, Zhaoyang Dong. A Probabilistic Assessment Method for Voltage Stability Considering Large Scale Correlated Stochastic Variables. IEEE Access, 2019, 8: 5407 - 5415. (SCI收录影响因子3.745,中科院2)

[28]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Yu He. Oppositional brain storm optimization for fault section location in distribution networks. Book Chapter: Brain Storm Optimization Algorithms: Concepts, Principles and Applications. Springer, Cham, 2019, 23: 61-77.

[27]熊国江,张靖,何宇.电网故障的正余弦诊断方法研究.实验室研究与探索,2019,38(9):25-28+115.(中文核心)

[26]熊国江,张靖,何宇.电力系统经济调度的正余弦优化算法仿真研究.实验室研究与探索201938(4)98-102(中文核心)

2018

[25]Guojiang Xiong, Jing Zhang, Xufeng Yuan, Dongyuan Shi, Yu He, Gang Yao. Parameter extraction of solar photovoltaic models by means of a hybrid differential evolution with whale optimization algorithm. Solar Energy, 2018, 176: 742-761. (SCI收录影响因子4.374,中科院2)

[24]Guojiang XiongJing Zhang, Xufeng Yuan, Dongyuan Shi, Yu He, Yao Yao, Gonggui Chen. A novel method for economic dispatch with across neighborhood search: a case study in a provincial power grid, China. Complexity, 2018, Article ID 2591341, 18 pages. (SCI收录,影响因子1.824,中科院2)

[23]Guojiang Xiong, Jing Zhang, Xufeng Yuan, Dongyuan Shi, Yu He. Application of symbiotic organisms search algorithm for parameter extraction of solar cell models. Applied Sciences, 2018, 8(11), 2155. (SCI收录,影响因子1.689,中科院3)

[22]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Yu He. Parameter extraction of solar photovoltaic models using an improved whale optimization algorithm. Energy Conversion and Management, 2018, 174: 388-405. (SCI收录,影响因子6.377,中科院1)

[21]Guojiang Xiong, Jing Zhang, Dongyuan Shi, Yu He. Parameter identification of solid oxide fuel cells with ranking teaching-learning based algorithm. Energy Conversion and Management, 2018, 174: 126-137. (SCI收录,影响因子6.377,中科院1)

[20]Guojiang Xiong, Dongyuan Shi. Hybrid biogeography-based optimization with brain storm optimization for non-convex dynamic economic dispatch with valve-point effects. Energy, 2018, 157: 424-435. (SCI收录,影响因子4.968,中科院1)

[19]Guojiang Xiong, Dongyuan Shi, Jing Zhang, Yao Zhang. A binary coded brain storm optimization for fault section diagnosis of power systems. Electric Power Systems Research, 2018, 163: 441-451. (SCI收录,影响因子2.856,中科院3)

[18]Guojiang Xiong, Dongyuan ShiOrthogonal learning competitive swarm optimizer for economic dispatch problemsApplied Soft Computing, 2018, 66: 134-148. (SCI收录,影响因子3.907,中科院2)

2017年以前

[17]郭艳艳,熊国江(通讯作者).大规模电力系统经济调度的改进竞争群优化算法.电力系统保护与控制,201745(15)97-103(中文核心)

[16]郭艳艳,熊国江(通讯作者).基于正弦与余弦优化算法的配电网故障区间定位.电力系统保护与控制,201745(13)97-101(中文核心)

[15]陈功贵,卢正琴,熊国江,张治中,曾维信.基于改进CS算法的电网损耗最小仿真研究.实验室研究与探索,201736(7)92-96(中文核心)

[14]陈功贵,易兴庭,熊国江,张治中.基于改进萤火虫算法的电力系统优化潮流仿真研究.实验室研究与探索,201736(6)93-97(中文核心)

[13]陈功贵,黄山外,孙智,张治中,熊国江.基于改进量子粒子群算法的电力系统经济调度仿真研究.实验技术与管理,201734(3)104-107(中文核心)

[12]赵翔宇,王成亮,姚刚,范翔,熊国江,张旭,朱椤方,黄晓旭.基于南网事故调规的电网在线事故风险预警系统设计与开发应用.中国电力,201649(S1)62-66(中文核心)

[11]Guojiang Xiong, Yinhong Li, Jinfu Chen, Dongyuan Shi, Xianzhong DuanPolyphyletic migration operator and orthogonal learning aided biogeography-based optimization for dynamic economic dispatch with valve-point effectsEnergy Conversion and Management, 2014, 80: 457-468. (SCI收录,影响因子4.380,中科院1)

[10]Guojiang Xiong, Dongyuan Shi, Xianzhong DuanEnhancing the performance of biogeography-based optimization using polyphyletic migration operator and orthogonal learningComputers & Operations Research, 2014, 41: 125-139. (SCI收录,影响因子1.861,中科院3)

[9]熊国江,石东源.电网故障诊断改进解析模型及其自适应生物地理学优化方法.电工技术学报,201429(4)205-211(EI收录)

[8]熊国江,石东源,朱林,陈祥文.基于径向基函数神经网络的电网模糊元胞故障诊断.电力系统自动化,201438(5)59-65(EI收录)

[7]石东源,熊国江(通讯作者),陈金富,李银红.基于径向基函数神经网络和模糊积分融合的电网分区故障诊断.中国电机工程学报,201434(4)562-569(EI收录)

[6]Guojiang Xiong, Dongyuan Shi, Xianzhong DuanMulti-strategy ensemble biogeography-based optimization for economic dispatch problemsApplied Energy, 2013, 111: 801-811. (SCI收录,影响因子5.261,中科院1)

[5]Guojiang Xiong, Dongyuan Shi, Jinfu Chen, Lin Zhu, Xianzhong DuanDivisional fault diagnosis of large-scale power systems based on radial basis function neural network and fuzzy integralElectric Power Systems Research, 2013, 105: 9-19.(SCI收录,影响因子1.749,中科院3)

[4]Guojiang Xiong, Dongyuan Shi, Lin Zhu, Xianzhong DuanA new approach to fault diagnosis of power systems using fuzzy reasoning spiking neural P systemsMathematical Problems in Engineering, 2013, Article ID: 815352, 13 pages. (SCI收录,影响因子1.383,中科院4)

[3]Guojiang Xiong, Dongyuan Shi, Jinfu ChenImplementing fuzzy reasoning spiking neural P system for fault diagnosis of power systems. 2013 IEEE Power and Energy Society General Meeting, PES 2013, Vancouver, Canada, 2013.7.21-7.25. (EI收录)

[2]熊国江,石东源.容错Petri网电网故障诊断改进模型.华中科技大学学报(自然科学版)201341(1):11-15(EI收录)

[1]熊国江,石东源,朱林.基于多输出衰减径向基函数神经网络的电网故障诊断.电力系统保护与控制,201341(21)38-45(中文核心)

审稿期刊

²Applied Energy

²Applied Soft Computing

²COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic

²Computers & Operations Research

²Electric Power Systems Research

²Energy Conversion and Management

²Expert Systems with Applications

²IEEE Transactions on Power Delivery

²IEEE Transactions on Smart Grid

²IEEE Transactions on Power Systems

²IET Generation, Transmission & Distribution

²IET Renewable Power Generation

²International Journal of Electrical Power & Energy Systems

²Journal of Renewable and Sustainable Energy

²Soft Computing

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联系方式

²联系地址:贵州省贵阳市花溪区贵州大学西校区电气工程学院402

²Emailgjxiongee@foxmail.com