基于平行CPSS结构的智慧能源调度机器人及其知识自动化理论

51777078
2017
E0704.电力系统与综合能源
余涛
面上项目
教授
华南理工大学
55万元
信息-物理-社会融合系统;智能控制;知识自动化;智慧能源;机器人
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 基于DSP的家庭智能用电控制系统 专利 余涛;徐茂鑫
2 Equilibrium analysis of general N-population multi-strategy games for generation-side long-term bidding: An evolutionary game perspective 期刊论文 Cheng Lefeng;Liu Guiyun;Huang Hanqi;Wang Xiaogang;Chen Yang;Zhang Jie;Meng Anbo;Yang Ru;Yu Tao
3 超大规模省级电网人机协同智能调控关键技术研究与实践 奖励 郑建平;林少华;刘嘉宁;何祥针;余涛
4 Real-time stochastic optimal scheduling of large-scale electric vehicles: A multidimensional approximate dynamic programming approach 期刊论文 Pan Z. N.;Yu T.;Chen L. P.;Yang B.;Wang B.;Guo W. X.
5 Analytical Reliability Assessment of Cyber-Physical Distribution System with Distributed Feeder Automation 期刊论文 Guangxuan Zeng;Tao yu;Ziyao Wang;Dan Lin
6 Homogenized adjacent points method: A novel Pareto optimizer for linearized multi-objective optimal energy flow of integrated electricity and gas system 期刊论文 Qu Kaiping;Yu Tao;Zhang Xiaoshun;Li Haofei
7 Many-Objective Optimal Power Dispatch Strategy Incorporating Temporal and Spatial Distribution Control of Multiple Air Pollutants 期刊论文 Chen Yixuan;Yu Tao;Yang Bo;Zhang Xiao Shun;Qu Kaiping
8 基于集成学习的无功优化方法 专利 李卓环;余涛
9 Dynamic Surrogate Model Based Optimization for MPPT of Centralized Thermoelectric Generation Systems Under Heterogeneous Temperature Difference 期刊论文 Zhang Xiaoshun;Yang Bo;Yu Tao;Jiang Lin
10 信息–物理–社会融合的智慧能源调度机器人及其知识自动化:框架、技术与挑战 期刊论文 程乐峰;余涛;张孝顺;殷林飞;瞿凯平
11 System Architecture Design for Coordinated-control of Large-scale Distributed Equipment in Energy Universal Service Bus System 会议论文 Tan Zhukui;Cheng Lefeng;Zhao Yuanliang;Xu Changbao;Yu Tao
12 Fast learning optimiser for real-time optimal energy management of a grid-connected microgrid 期刊论文 Tan Zhukui;Zhang Xiaoshun;Xie Baiming;Wang Dezhi;Liu Bin;Yu Tao
13 Risk-averse real-time dispatch of integrated electricity and heat system using a modified approximate dynamic programming approach 期刊论文 Pan Zhenning;Yu Tao;Li Jie;Qu Kaiping;Yang Bo
14 气电耦合综合能源系统供电可靠性评估解析算法 期刊论文 陈娟伟;余涛;许悦;程小华
15 Ensemble learning for optimal active power control of distributed energy resources and thermostatically controlled loads in an islanded microgrid 期刊论文 Zhang Xiaoshun;Wang Dezhi;Yu Tao;Xu Zhao;Fan Zhun
16 A cyber-physical-social system with parallel learning for distributed energy management of a microgrid 期刊论文 Xiaoshun Zhang;Tao Yu;Zhao Xu;Zhun Fan
17 考虑大气污染物时空分布的多区域电力系统调度及其多目标分布式优化 期刊论文 张志义;余涛;李昊飞;王文睿;瞿凯平;袁健华
18 适合多元用户互动的信息—物理融合能源USB系统 期刊论文 余涛;谈竹奎;程乐峰;江浩荣;张志义;王克英
19 A study of reliability assessment and topology similarity: Methodology, relationship, and applications 期刊论文 Cao Huazhen;Xu Yue;Tang Junxi;Yu Tao;Zhang Junxiao
20 基于集成学习的孤岛微电网源—荷协同频率控制 期刊论文 王德志;张孝顺;刘前进;余涛;潘振宁
21 Optimization for Commercial Building Energy Management of Multi-energy Fusion 会议论文 Xu Changbao;Wang Dezhi;Ma Chunlei;Xu Rui;Wu Jinyong;Yu Tao;Liu Bin
22 Adaptive deep dynamic programming for integrated frequency control of multi-area multi-microgrid systems 期刊论文 Yin Linfei;Yu Tao;Yang Bo;Zhang Xiaoshun
23 Lifelong Learning for Complementary Generation Control of Interconnected Power Grids With High-Penetration Renewables and EVs 期刊论文 Zhang Xiao Shun;Yu Tao;Pan Zhen Ning;Yang Bo;Bao Tao
24 Greedy search based data-driven algorithm of centralized thermoelectric generation system under non-uniform temperature distribution 期刊论文 Zhang Xiaoshun;Tan Tian;Yang Bo;Wang Jingbo;Li Shengnan;He Tingyi;Yang Lei;Yu Tao;Sun Liming
25 Interactive teaching-learning optimiser for parameter tuning of VSC-HVDC systems with offshore wind farm integration 期刊论文 Yang Bo;Yu Tao;Zhang Xiaoshun;Huang Linni;Shu Hongchun;Jiang Lin
26 Stochastic Transactive Control for Electric Vehicle Aggregators Coordination: A Decentralized Approximate Dynamic Programming Approach 期刊论文 Pan Zhenning;Yu Tao;Li Jie;Qu Kaiping;Chen Lvpeng;Yang Bo;Guo Wenxin
27 基于深度森林算法的电力系统短期负荷预测 期刊论文 陈吕鹏;殷林飞;余涛;王克英
28 Efficient experience replay based deep deterministic policy gradient for AGC dispatch in integrated energy system 期刊论文 Jiawen Li;Tao Yu;Xiaoshun Zhang;Hanxin Zhu;Dan Lin;Fusheng Li
29 一种天然气网络运行优化方法 专利 史守圆;余涛
30 A convex decentralized optimization for environmental-economic power and gas system considering diversified emission control 期刊论文 Qu Kaiping;Shi Shouyuan;Yu Tao;Wang Wenrui
31 Multi-timescale and multi-objective power dispatch strategy incorporating air pollutant temporal and spatial distribution control 期刊论文 Chen Yixuan;Qu Kaiping;Yu Tao;Yang Bo;Zhang Xiaoshun;Lan Chaofan
32 Parallel Cyber-Physical-Social Systems Based Smart Energy Robotic Dispatcher and Knowledge Automation: Concepts, Architectures, and Challenges 期刊论文 Cheng Lefeng;Yu Tao;Zhang Xiaoshun;Yang Bo
33 Memetic reinforcement learning based maximum power point tracking design for PV systems under partial shading condition 期刊论文 Zhang Xiaoshun;Li Shengnan;He Tingyi;Yang Bo;Yu Tao;Li Haofei;Jiang Lin;Sun Liming
34 Optimal Mileage Based AGC Dispatch of a GenCo 期刊论文 Zhang Xiaoshun;Xu Zhao;Yu Tao;Yang Bo;Wang Haizhu
35 Synergetic Power-Gas Flow With Space-Time Diffusion Control of Air Pollutants Using a Convex Multi-Objective Optimization 期刊论文 Qu Kaiping;Tao Yu;Shi Shouyuan;Chen Yixuan
36 基于动态非合作博弈的大规模电动汽车实时优化调度 期刊论文 陈吕鹏;潘振宁;余涛;王克英
37 考虑能源互联网耦合特性的智慧工业园区协同规划研究 期刊论文 李阳;曹华珍;吴亚雄;高崇;余涛;余梦泽
38 知识自动化配用电调控技术及成套设备 奖励 袁晓东;余涛
39 智能发电控制 专著 余涛;张孝顺;殷林飞;席磊;李富盛
40 一种商业楼宇空调负荷集中调度方法 专利 余涛;李卓环
41 Smart dispatching for energy internet with complex cyber-physical-social systems: A parallel dispatch perspective 期刊论文 Cheng Lefeng;Yu Tao
42 考虑大量EV接入的电—气—热多能耦合系统协同优化调度 期刊论文 潘振宁;王克英;瞿凯平;余涛;王德志;张孝顺
43 考虑多方主体利益的大规模电动汽车分布式实时协同优化 期刊论文 潘振宁;余涛;王克英
44 基于多搜索器优化算法的含可再生能源协同优化调度 期刊论文 唐建林;余涛;张孝顺;李卓环;陈俊斌
45 Fast analytical method for reliability evaluation of electricity-gas integrated energy system considering dispatch strategies 期刊论文 Chen Juanwei;Yu Tao;Xu Yue;Cheng Xiaohua;Yang Bo;Zhen Baomin
46 机器学习在能源与电力系统领域的应用和展望 期刊论文 程乐峰;余涛;张孝顺;殷林飞
47 高密度负荷城市电网输-配-用协同优化控制关键技术研究与应用 奖励 余涛
48 Democratic joint operations algorithm for optimal power extraction of PMSG based wind energy conversion system 期刊论文 Yang Bo;Yu Tao;Shu Hongchun;Zhang Xiaoshun;Qu Kaiping;Jiang Lin
49 低碳动态电—气最优能流的加速凸分散优化求解 期刊论文 李昊飞;瞿凯平;余涛
50 Comprehensive overview of meta-heuristic algorithm applications on PV cell parameter identification 期刊论文 Yang Bo;Wang Jingbo;Zhang Xiaoshun;Yu Tao;Yao Wei;Shu Hongchun;Zeng Fang;Sun Liming
51 Convex decoupled-synergetic strategies for robust multi-objective power and gas flow considering power to gas 期刊论文 Qu Kaiping;Zheng Baomin;Yu Tao;Li Haofei
52 同步优化容许区间与期望发电成本的风电鲁棒估计法 期刊论文 王文睿;瞿凯平;余涛;蓝超凡;刘嘉宁
53 考虑大气污染时空分布的风火联合系统多目标优化调度 期刊论文 李卓环;陈艺璇;余涛;唐建林
54 Design of a Novel Smart Generation Controller Based on Deep Q Learning for Large-Scale Interconnected Power System 期刊论文 Yin Linfei;Yu Tao;Zhou Lv
55 Fast Stackelberg equilibrium learning for real-time coordinated energy control of a multi-area integrated energy system 期刊论文 Zhang Xiaoshun;Yu Tao
56 基于人工智能算法的无功优化分析软件设计 期刊论文 包涛;程乐峰;陈柏熹;余涛
57 A new generation of AI: A review and perspective on machine learning technologies applied to smart energy and electric power systems 期刊论文 Cheng Lefeng;Yu Tao
58 电–气互联系统的气电解耦分布式多目标优化调度 期刊论文 郑宝敏;余涛;瞿凯平;李富盛
59 考虑多种污染物时空分布的电力系统高维多目标优化调度策略 期刊论文 余涛;陈艺璇;张孝顺
60 Decentralized optimal multi-energy flow of large-scale integrated energy systems in a carbon trading market 期刊论文 Qu Kaiping;Yu Tao;Huang Linni;Yang Bo;Zhang Xiaoshun
61 Dynamic leader based collective intelligence for maximum power point tracking of PV systems affected by partial shading condition 期刊论文 Yang Bo;Yu Tao;Zhang Xiaoshun;Li Haofei;Shu Hongchun;Sang Yiyan;Jiang Lin
62 基于纳什均衡迁移学习的碳–能复合流自律优化 期刊论文 陈艺璇;张孝顺;余涛
63 基于极限动态规划算法的微电网一体化调度与控制 期刊论文 陈俊斌;余涛;殷林飞;唐建林
64 基于信息-物理-社会系统融合和群体机器学习的弱中心化微元网:理论研究与关键科学问题分析 期刊论文 余涛;程乐峰;张孝顺
65 Pareto tribe evolution with equilibrium-based decision for multi-objective optimization of multiple home energy management systems 期刊论文 Wang Dezhi;Zhang Xiaoshun;Qu Kaiping;Yu Tao;Pan Zhenning;Liu Qianjin
66 Relaxed deep learning for real-time economic generation dispatch and control with unified time scale 期刊论文 Yin Linfei;Yu Tao;Zhang Xiaoshun;Yang Bo
67 基于GAN场景模拟的风电多场景鲁棒调度方法 专利 李卓环;余涛
68 大湾区复杂环境下电网智能调度关键技术与工程应用 奖励 卢建刚;温柏坚;赵瑞锋;李波;余涛
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