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Enhanced Moth-flame Optimization Based on Cultural Learning and Gaussian Mutation

Journal of Bionic engineering 2018年第4期15卷 751-763页

作者： Liwu Xu Yuanzheng Li Kaicheng Li Gooi Hoay Beng Zhiqiang Jiang Chao Wang Nian Liu State Key Laboratory of Advanced Electromagnetic Engineering and Technology School of Electrical Engineering and Electronics Huazhong University of Science and Technology Wuhan 430074 China School of Automation Ministry of Education Key Laboratory of lmage Processing and Intelligence Control Huazhong University of Science and Technology Wuhan 430074 China Nanyang Technological University Singapore 639798 Singapore School of Hydropower and lnformation Engineering Huazhong University of Science and Technology Wuhan 430074 China China Institute of Water Resources and Hydropower Research Beijing 100038 China State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources North China Electric Power University Beij'ing 102206 China

This paper presents an Enhanced Moth-Flame Optimization （EMFO） technique based on Cultural Learning （CL） and Gaussian Mutation （GM）. The mechanism of CL and the operator of GM are incorporated to the original algorithm of Moth-Flame Optimization （MFO）. CL plays an important role in the inheritance of historical experiences and stimulates moths to obtain information from flames more effectively, which helps MFO enhance its searching ability. Furthermore, in order to overcome the disadvantage of trapping into local optima, the operator of GM is introduced to MFO. This operator acts on the best flame in order to generate several variant ones, which can increase the diversity. The proposed algorithm of EMFO has been comprehensively evaluated on 13 benchmark functions, in comparison with MFO. Simulation results verify that EMFO shows a significant improvement on MFO, in terms of solution quality and algorithmic reliability.

关键词： bioinspired computing moth-flame optimization cultural learning Gaussian mutation benchmark functions

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Effect of Vinyl Content on Mechanical Property and Electrical Tree Initiation in Silicone Rubber 2

Effect of Vinyl Content on Mechanical Property and Electrica...

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2nd IEEE International Electrical and Energy Conference, CIEEC 2018

作者： Sui, Jiangyuan Zhang, Ling Zhou, Yuanxiang Zhang, Xinyan Cheng, Zixia Guo, Shaowei School of Electrical Engineering Xinjiang University Urumqi830047 China State Key Lab of Control and Simulation of Power System and Generation Equipment Tsinghua University Beijing100084 China State Key Lab of Electrical Insulation and Power Equipment Xi'an Jiaotong University Xi'an710049 China School of Electrical Engineering Zhengzhou University Zhengzhou450001 China Electric Power Research Institute State Grid Jibei Electric Power Company Beijing100045 China

ISBN: (纸本)9781538653913

The vinyl content in methyl vinyl silicone oil has a significant impact on the mechanical and electrical properties of reinforced silicone rubber. In this study, mechanical property and electrical tree initiation of silicone rubber were studied by comparing different vinyl contents. The results show that shore hardness, tensile strength, elongation at break, and tear strength of insulating silicone rubber material increase first and then decrease with the of vinyl content increasing from 1% to 5%. The breakdown strength and the initiation voltage of electrical tree are basically consistent with the variation of tensile strength and tear strength. Detailed discussion are presented. This work could provide data support for the practical preparation of engineering silicone rubber. © 2018 IEEE.

关键词： Tensile strength

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Multi-objecive LPV control of wind energy conversion system under wide-scale operating conditions

Multi-objecive LPV control of wind energy conversion system ...

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8th Renewable power Generation Conference (RPG 2019)

作者： Chenzhi Qu Zhongwei Lin Zhen Xie Yilin Li Shangang Zhang Xiongwei Li Zhenqing Duan State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources School of Control and Computer Engineering North China Electric Power University Beijing 102206 PR China CHNENERGY (Shandong) New Energy Co. Ltd Jinan 250099 PR China Guodian New Energy Technology Research Institute Co. Ltd Beijing 102209 PR China

ISBN: (数字)9781839531248

ISBN: (纸本)9781839531255

Wind energy conversion system (WECS) is essentially a time-varying system with high nonlinear characteristics, which leads to the difficulty of guaranteeing the control performance in a wide-scale operating conditions for the conventional linear control strategies. In this paper, a linear-parameter-varying (LPV) gain-scheduled controller is proposed for variable-speed-variable-pitch wind turbines above rated wind speed, which improves both steady-and dynamic-response performances under wide-scale operating conditions. Firstly, the H 2 /H ∞ technique is adopted to reduce the rated power tracking errors, while enhancing the robustness against high-frequency turbulence. Secondly, the regional pole placement technique is applied on WECS, which builds the connections to the dynamic response performance. To verify the effectiveness of the proposed method, the simulation is implemented on the NREL 5 MW wind turbine, which is compared with the conventional local linear control strategy with a full analysis on the related performances.

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Wind farm active voltage regulation strategy of transient support improvement

Wind farm active voltage regulation strategy of transient su...

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8th Renewable power Generation Conference (RPG 2019)

作者： Cui Yang Song Peng Cheng Xuekun Qiao Ying Wang Xiaosheng Liu Jingbo State Grid Jibei Electric Power Co. Ltd. Research Institute North China Electric Power Research Institute Co. Ltd. Xicheng District Beijing China Grid-connected Operation Technology For Wind-Solar-Storage Hybrid System State Grid Corporation Key Laboratory Xicheng District Beijing China State Key Lab of Control and Simulation of Power Systems and Generation Equipment Dept. of Electrical Engineering Tsinghua University Haidian District Beijing China

ISBN: (数字)9781839531248

ISBN: (纸本)9781839531255

The cumulative installed capacity of wind power worldwide has grown rapidly in recent years. Fixed reactive power control is adopted by wind turbines (WTs) to receive cycle instruction of wind farm (WF) automatic voltage control system (AVCS). It does not have active voltage regulation (AVR) capability, which reduces the reliability of power system operation. Firstly, two ways of WTs AVR which QV droop control and Vac control mode are introduced in this paper. On the basis, the problems of reactive power circulation and control points inconsistency during multi-WTs voltage regulation are discussed. The problems are solved by coordination of WTs of WF AVR strategy. WF voltage transient support capability is promoted by the strategy. Effectiveness is verified by simulation case of the proposed method.

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Rotation Speed Recovery Strategy Based on Particle Swarm Optimization for Variable power Curve Optimization

Rotation Speed Recovery Strategy Based on Particle Swarm Opt...

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2018 International Conference on Advanced Electronic Materials, Computers and Materials engineering, AEMCME 2018

作者： Liu, Rui Song, Peng Wang, Xiaosheng Cui, Yang Lin, Zhongwei State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources School of Control and Computer Engineering North China Electric Power University Beijing102206 China State Grid Jibei Electric Power Research Institute North China Electric Power Research Institute Co. Ltd. Beijing100045 China Grid-Connected Oper. Technol. for Wind-Solar Storage Hybrid Syst. State Grid Corp. Key Laboratory Beijng100045 China

With the increase of wind power capacity incorporated into the grid, the permeability of wind power increases continuously, which leads to the reduction of the equivalent inertia of the system. Rotor speed recovery will cause the secondary frequency dips when DFIG uses rotor inertial control to participate in system frequency modulation. In order to optimize the secondary frequency dips, this paper uses PSO (Particle Swarm Optimization) to optimize the Parameters of Variable power Functions on the basis of the previously proposed variable power curve strategy. This article simulates this strategy through setting up a system by Simulink. Simulate the results of optimization, compared with the traditional recovery strategy, validity of the proposed strategy is demonstrated through simulation and analysis. © Published under licence by IOP Publishing Ltd.

关键词： Simulink

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Local Autonomous Optimization based Virtual power Plant Dispatch Strategy

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IOP Conference Series: Earth and Environmental Science 2021年第1期645卷

作者： Jianli Zhao Shaodi Zhang Ciwei Gao Sisi Ma Siya Wei Hongjuan Zheng State Grid Shanghai Electric Power Company Shanghai 200030 China Shanghai Electrical Science Research Institute (Group) Co. LTD Shanghai 200063 China School of Electrical Engineering Southeast University Nanjing Jiangsu 210000 China NARI Technology Development CO. LTD Nanjing Jiangsu 210061 China NARI Control System Co. LTD Nanjing Jiangsu 211106 China

The load of central air conditioning can be transferred or reduced through reasonable control and has become an effective alternative resource for the adjustable capacity of power grid. In the demand response mode, the central air-conditioning load can be aggregated to form a virtual power plant to participate in the unified grid dispatching operation. In this paper, the virtual energy storage model of the central air-conditioning system is built based on the integrated thermal inertia. The paper also proposed the internal coordination control mechanism based on multiple agents. Furthermore, the regulatory potential of the central air-conditioning system is evaluated from the perspectives of adjustable power and sustainable time according to the virtual energy storage characteristics. The virtual power generation unit is constructed by means of comprehensive coordinated control so as to realize the standardized unified modeling of central air conditioning system. Finally, This paper proposes the strategy of virtual generating unit dispatch based on local autonomous optimization and the operation strategy of virtual power plant participating in grid peak regulation. Through the strategy the distributed optimal control of power generation resources is realized in virtual power plant and the pressure on virtual power plant operators is released. This paper has guiding significance for virtual power plant to participate in the actual dispatching operation of power network.

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arXiv

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arXiv 2020年

作者： Li, Jiashuo Zhou, Sili Wei, Wendong Qi, Jianchuan Li, Yumeng Chen, Bin Zhang, Ning Guan, Dabo Qian, Haoqi Wu, Xiaohui Miao, Jiawen Chen, Long Liang, Sai Feng, Kuishuang Institute of Blue and Green Development Shandong University Weihai264209 State Key Laboratory of Coal Combustion School of Energy and Power Engineering Huazhong University of Science and Technology Wuhan430074 China School of International and Public Affairs Shanghai Jiao Tong University Shanghai200030 China State Key Joint Laboratory of Environment Simulation and Pollution Control School of Environment Beijing Normal University Beijing100875 China Laboratory of Anthropogenic Systems Ecology College of Engineering Peking University Beijing100871 China Department of Earth System Science Tsinghua University Beijing100871 China Institute for Global Public Policy Fudan University Shanghai200433 China School of Optical-Electrical and Computer Engineering University of Shanghai for Science and Technology Shanghai200093 China Key Laboratory of Geographic Information Science Ministry of Education School of Geographic Sciences East China Normal University Shanghai200241 China

China has implemented retrofitting measures in coal-fired power plants (CFPPs) to reduce air pollution through small unit shutdown (SUS), the installation of air pollution control devices (APCDs) and power generation efficiency (PGE) improvement. The reductions in highly toxic Hg emissions and their related health impacts by these measures have not been well studied. To refine mitigation options, we evaluated the health benefits of reduced Hg emissions via retrofitting measures during China's 12th Five-Year Plan by combining plant-level Hg emission inventories with the China Hg Risk Source-Tracking Model. We found that the measures reduced Hg emissions by 23.5 tons (approximately 1/5 of that from CFPPs in 2010), preventing 0.0021 points of per-foetus intelligence quotient (IQ) decrements and 114 deaths from fatal heart attacks. These benefits were dominated by CFPP shutdowns and APCD installations. Provincial health benefits were largely attributable to Hg reductions in other regions. We also demonstrated the necessity of considering human health impacts, rather than just Hg emission reductions, in selecting Hg control devices. This study also suggests that Hg control strategies should consider various factors, such as CFPP locations, population densities and trade-offs between reductions of total Hg (THg) and Hg2+. Copyright © 2020, The Authors. All rights reserved.

关键词： Fossil fuel power plants

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Simulation of U-shaped Eddy-Current Converter of Transformer Type for Defective Monitoring in Ferromagnetic Samples

Simulation of U-shaped Eddy-Current Converter of Transformer...

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International Conference on Computational Problems of Electrical engineering (CPEE)

作者： Dmitro Trushakov Oleksandr Kozlovskyi Serhiy Rendzinyak Department of Automation and Control in Technical Systems Central Ukrainian National Technical University Kropyvnytskyi CNTU Ukraine Institute of Power Engineering and Control System Lviv Polytechnic National University Lviv Ukraine

The results of theoretical researches of construction of a eddy-current defectoscope with a coupled measuring oscillatory circuit with a transformer coupling for the quality monitoring of welding seams of metal products are presented. This device can be used in eddy-current (electromagnetic) defectoscopy for automatic and manual control of metal products in cases where it is difficult to fix the gap between the laying-in eddy-current converter (inductance coil), which contains the measuring oscillatory circuit, and the controlled surface of the ferromagnetic product. The main advantages of using coupling oscillatory circuits in the construction of resonance eddy-current defectoscopes are presented.

关键词： Couplings Magnetic flux Magnetic cores Pollution measurement RLC circuits Resonant frequency Generators

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Message from the Guest Editor-in-Chief

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Global Energy Interconnection 2020年第1期3卷 1-1页

作者： Qili Huang Weisheng Wang the Chinese Academy of Engineering the Academic Committees of the State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources the State Key Laboratory of Power Grid Safety and Energy Conservation and the State Key Laboratory of Coal-based Clean Energy Renewable Energy Research Center of China Electric Power Research Institute(CEPRI) the State Key Laboratory of Operation and Control of Renewable Energy & Storage Systems

At present, a new cycle of energy technology revolution coupled with economic and industrial reforms has come to a historical convergence. Consequently, the international energy supply system and industrial division of labor are being reshaped. The large replacement of fossil energy with clean energy is a critical indication for the evolution in the energy structure from the supply side.

关键词： Message from the Guest Editor-in-Chief

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Energy management of wind-PV-storage-grid based large electricity consumer using robust optimization technique

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Journal of Energy Storage 2020年 27卷

作者： Dongmin Yu Tao Zhang Guixiong He Sayyad Nojavan Kittisak Jermsittiparsert Noradin Ghadimi Key Laboratory of Modern Power System Simulation and Control & Renewable Energy Technology Ministry of Education (Northeast Electric Power University) Jilin 132012 China Electric Power Research Institute of China Haidian District Beijing 100085 China Department of Electrical Engineering University of Bonab Bonab Iran Social Research Institute Chulalongkorn University Bangkok Thailand Young Researchers and Elite Club Islamic Azad University Ardabil Branch Ardabil Iran

Large electricity consumers (LEC) can purchase energy from various energy resources such as bilateral contracts, pool market, micro-turbines, battery storage systems, wind turbines, photovoltaic panels (PV). The uncertainty of market price leads to uncertainty in the total cost to the LEC. Therefore, in this article, the robust optimization (RO) technique is provided to investigate the uncertainty of the pool market price in the presented problem. Also, demand response program (DRP) is provided to decrease the purchased cost to the LEC as much as possible. According to the obtained results, without considering DRP, purchased cost is approximately $40,253.252 and $42,586.984, respectively in the risk-neutral strategy (ideal condition) and robust strategy (worst condition). Furthermore, the purchased cost is reduced nearly $36,945.362 and $39,789.267 in the risk-neutral and robust strategies with considering DRP. So, it can be concluded that the purchased cost to the LEC with considering DRP is reduced 8.2% and 6.5% in risk-neutral and robust strategies, respectively.

关键词： Large electricity consumers (LEC) Wind turbine Photovoltaic panel (PV) Demand response program (DRP) Robust optimization approach (RO)

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