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Reliability of Power System Integrated with Wind Generation Considering Carbon Tax
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作者 Xinwen Ni Kwok Lun Lo 《World Journal of Engineering and Technology》 2016年第3期50-57,共9页
This paper proposes a method to evaluate the reliability of power system with different capacities of wind power while considering carbon tax. The proposed method is a hybrid approach which combines Frequency and Dura... This paper proposes a method to evaluate the reliability of power system with different capacities of wind power while considering carbon tax. The proposed method is a hybrid approach which combines Frequency and Duration (F&D) method and Monte Carlo Simulation (MCS) method. MCS method is used to achieve a model to simulate the random status of power system. Also, the proposed method is applied on the IEEE 14-bus test system to investigate the effects of integrating different capacities of wind energy to the reliability of power system with considering carbon tax. 展开更多
关键词 Wind Power Integration Power System Reliability Carbon Tax
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粒子群和强化学习结合的双馈式风机系统模型参数智能辨识方法 被引量:1
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作者 甄鸿越 赵利刚 +3 位作者 周保荣 赵傲 向轩辰 刁瑞盛 《电力系统及其自动化学报》 北大核心 2025年第8期106-114,共9页
准确辨识风力发电厂模型关键参数对确保电网的安全、稳定和经济运行具有重要意义。提出一种基于粒子群优化(particle swarmoptimization,PSO)和最大熵强化学习框架下的(soft actor-critic,SAC)的混合算法,旨在提高双馈式感应风力发电机... 准确辨识风力发电厂模型关键参数对确保电网的安全、稳定和经济运行具有重要意义。提出一种基于粒子群优化(particle swarmoptimization,PSO)和最大熵强化学习框架下的(soft actor-critic,SAC)的混合算法,旨在提高双馈式感应风力发电机组模型参数辨识的精度和效率。首先,使用双向摄动法对模型参数进行有功-无功灵敏度分析,识别出高灵敏度参数集;其次,使用SAC算法训练智能体模型,对模型坏参数进行初步估计;最后,结合PSO算法进一步优化参数空间,以最小化模型有功-无功动态响应与录波数据的均方误差(mean squareer⁃ror,MSE)。实验结果表明,所提SAC-PSO混合方法在参数辨识方面表现出更高的精度,MSE降低了87.84%,验证了SAC-PSO方法在提高DFIG参数辨识精度和鲁棒性方面的有效性。 展开更多
关键词 深度强化学习 双馈感应发电机 混合算法 参数辨识 粒子群优化
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Coordinated Voltage Control in Distribution Network with Renewable Energy based Distributed Generation
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作者 Mohd Khairun Nizam Mohd Sarmin Worawat Nakawiro +4 位作者 MohdZamriChe Wanik Mohd FadzilMohd Siam ZahrulFaizi Hussien Ahmad Asrul Ibrahim Ahmad Kamil Mat Hussin 《Engineering(科研)》 2013年第1期208-214,共7页
This paper presentsa voltage control strategy for power distribution systems with interconnected renewable energy based distributed generators (DGs). The control strategy coordinating conventional voltage control devi... This paper presentsa voltage control strategy for power distribution systems with interconnected renewable energy based distributed generators (DGs). The control strategy coordinating conventional voltage control devices and reactive power from DG.A mixed-integer nonlinear programming problem was formulated and solved by particle swarm optimization (PSO). The code is written using DigSILENT programming language (DPL) and implemented inside DigSILENT power factory simulation software. All system constraints and operating limits are considered. The optimal power flow based approach can incorporate various uncertainties such as intermittent power characteristics and varying load demand. The proposed method is tested using real distribution network to demonstrate its effectiveness. The merits of the proposed method over the classical local-based control are presented in the simulation results. It is demonstrated that the proposed method is capable of keeping the system voltage within operating limit. Power losses is at the same time is minimized in comparison to the losses using conventional method. 展开更多
关键词 PHOTOVOLTAIC Distributed Generation Particle SWARM Optimisation DIGSILENT COORDINATED Control
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Harmonic Measurement and Analysis during Electric Vehicle Charging
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作者 MohdZamriChe Wanik Mohd FadzilMohd Siam +7 位作者 Afida Ayob Subi yanto Azah Mohamed Abu HanifahAzit Saharuddin Sulaiman Mohamed Azrin Mohamed Ali Zahrul Faizi Hussein Ahmad Kamil MatHussin 《Engineering(科研)》 2013年第1期215-220,共6页
This paper presentsand describes harmonic measurement and analysis of studying harmonic propagation during electric vehicle (EV) charging. The measurement study is performed on a golf cart and two modern type of EVs. ... This paper presentsand describes harmonic measurement and analysis of studying harmonic propagation during electric vehicle (EV) charging. The measurement study is performed on a golf cart and two modern type of EVs. Harmonics from a single EV charging and a group of EV charging was measured. The voltage and current waveform during the charging was captured and analyzed to investigate the harmonic components that exist in the electrical system. Total current harmonic distortion (THDi) and total voltage harmonic distortion (THDi) were both calculated. Modern electric vehicles are found to release low THDi but higher THDv compared to a golf cart. On the measurement study during charging of? a group of EV, it is found that the summation of THD is not linear with a number of vehicles. The finding of the study reveals that harmonic contamination from EV charging on electrical grid is not as critical as thought by most of power system researchers and engineers. 展开更多
关键词 ELECTRIC VEHICLE Total HARMONIC DISTORTION ELECTRIC VEHICLE CHARGING HARMONIC Power Quality
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