孟安波

个人信息Personal Information

博士生导师

硕士生导师

教师拼音名称:Meng Anbo

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所在单位:自动化学院

学历:博士研究生毕业

在职信息:在职

学科:电力系统及其自动化

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个人简介Personal Profile

孟安波,双博士,教授,博士生导师,硕士生导师,电气工程学科带头人。2006年与2008年分别获华中科技大学理学博士学位与法国Université Paul Verlaine-METZ大学工学博士学位。迄今为止,主持国家自然科学基金面上项目1项,全国工程专业学位研究课题项目1项,广东省科技计划项目2项,南方电网科技项目9项;发表论文100余篇,其中SCI-TOP论文15篇,单篇论文引用最高为151次。近年来主要的研究工作包括:群体智能优化理论与方法、多智能体分布式协同计算、大规模电网优化调度、新能源发电预测以及人工智能在电网中的应用。


 主持项目:

1.  面向大规模电网优化调度的纵横交叉群智能优化方法研究,国家自然科学基金面上项目,2019-2022,主持。

2.  基于机巡智能作业技术的线路现场风险评估和载流量校核方法研究及应用,南方电网科技项目,2019-2021,主持。

3.  电缆隧道机器人巡检数据挖掘与智能诊断系统开发与应用,南方电网科技项目,2017-2019, 主持。

4.  电气工程电力方向专业硕士产学研合作培养模式探索研究,全国工程专业学位研究生教育课题,2016-2017,主持。

5.  计及风电的电网短期负荷预测系统关键技术研究,广东省科技计划,2016-2017、主持。

6. 计及新能源出力随机波动的地区电网短期负荷预测,南方电网科技项目,2016-2017、主持。

7.  基于北斗定位技术的输电线路巡检智能终端的开发和应用,南方电网科技项目,2015-2016、主持。

8.  电能计量装置状态检修技术研究,南方电网科技项目,2015-2016、主持。

9.  电力用户价值评估及增值服务系统,南方电网科技项目,2014-2015、主持。

10. 抽水蓄能机组智能轴线调整系统,南方电网科技项目,2014-2015、主持。

11. 含分布式电源的揭阳电网无功补偿优化问题研究,南方电网科技项目,2013-2014、主持。

12. 含多风电场的揭阳电网规划问题研究,南方电网科技项目,2012-2013、主持。

13. 全自动智能盘车系统关键技术的研究与开发,广东省教育部产学研合作专项基金,2010-2011,主持。


SCI-TOP论文:

1.      Anbo Meng, Cong Zeng, Xuancong Xu, Weifeng Ding, Shiyun Liu, De Chen, Hao Yin*Decentralized power economic dispatch by distributed crisscross optimization in multi-agent system, Energy, Volume 246, 1 May 2022SCI一区)

2.      Xiongmin Tang, Zhengshuo Li, Xuancong Xu, Zhijun Zeng, Tianhong Jiang, Wenrui Fang, Anbo Meng*(通讯作者, Multi-objective economic emission dispatch based on an extended crisscross search optimization algorithm, Energy, Volume 244, Part A, 1 April 2022. SCI一区)

3.      Anbo Meng, Shun Chen, Zuhong Ou, Weifeng Ding, Huaming Zhou, Jingmin Fan, Hao Yin, A hybrid deep learning architecture for wind power prediction based on bi-attention mechanism and crisscross optimization, Energy, Volume 238, Part B, 1 January 2022SCI一区)

4.      Hao Yin, Zuhong Ou, Anbo Meng*(通讯作者), A novel asexual-reproduction evolutionary neural network for wind power prediction based on generative adversarial networksEnergy Conversion and ManagementVolume 247, 1 November 2021 SCI一区)

5.      Hao Yin, Zuhong Ou, Jiajin Fu, Yongfeng Cai, Shun Chen, Anbo Meng*(通讯作者), A novel transfer learning approach for wind power prediction based on a serio-parallel deep learning architecture, Energy, Volume 234, 1 November 2021SCI一区)

6.      Anbo Meng, Cong Zeng, Peng Wang, De Chen, Tianmin Zhou, Xiaoying Zheng, Hao Yin, A high-performance crisscross search based grey wolf optimizer for solving optimal power flow problem, Energy, Volume 225, 15 June 2021SCI一区)

7.      Hao Yin, Fei Wu, Xin Meng, Yicheng Lin, Jingmin Fan, Anbo Meng* (通讯作者), Crisscross optimization based short-term hydrothermal generation scheduling with cascaded reservoirs, Energy, Volume 203, 15 July 2020SCI一区)

8.      Hao Yin, Zuhong Ou, Shengquan Huang, Anbo Meng*(通讯作者), A cascaded deep learning wind power prediction approach based on a two-layer of mode decomposition, Energy, Volume 189, 15 December 2019SCI一区)

9.      Hao Yin, Zhen Dong, Yunlong Chen, Jiafei Ge, Loi Lei Lai, Alfredo Vaccaro, Anbo Meng*(通讯作者),  An effective secondary decomposition approach for wind power forecasting using extreme learning machine trained by crisscross optimization, Energy Conversion and Management, Volume 150, 15 October 2017, Pages 108-121SCI一区)

10.   Anbo Meng, Jiafei Ge, Hao Yin, Sizhe Chen, Wind speed forecasting based on wavelet packet decomposition and artificial neural networks trained by crisscross optimization algorithm, Energy Conversion and Management, Volume 114, 15 April 2016, Pages 75-88SCI一区,ESI-高被引论文)

11.   Anbo Meng, Jinbei Li, Hao Yin, An efficient crisscross optimization solution to large-scale non-convex economic load dispatch with multiple fuel types and valve-point effects, Energy, Volume 113, 15 October 2016, Pages 1147-1161 SCI一区)

12.   Anbo Meng, Zhuan Li, Hao Yin, Sizhe Chen, Zhuangzhi Guo, Accelerating particle swarm optimization using crisscross search, Information Sciences, Volume 329, 1 February 2016, Pages 52-72SCI一区,ESI-热点论文)

13.   Anbo Meng, Hanwu Hu, Hao Yin, Xiangang Peng, Zhuangzhi Guo, Crisscross optimization algorithm for large-scale dynamic economic dispatch problem with valve-point effects, Energy, Volume 93, Part 2, 15 December 2015, Pages 2175-2190SCI一区)

14.   Anbo Meng, Peng Mei, Hao Yin, Xiangang Peng, Zhuangzhi Guo, Crisscross optimization algorithm for solving combined heat and power economic dispatch problem, Energy Conversion and Management, Volume 105, 15 November 2015, Pages 1303-1317SCI一区)

15.   An-bo Meng, Yu-cheng Chen, Hao Yin, Si-zhe Chen, Crisscross optimization algorithm and its application, Knowledge-Based Systems, Volume 67, September 2014, Pages 218-229SCI一区)

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