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基于强化学习的太阳能光伏电力系统负荷自动检测方法
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作者 张雯 王洪伟 +1 位作者 宋长城 卢峻泽 《自动化技术与应用》 2025年第10期32-35,共4页
太阳能光伏电力系统负荷自动检测方法由于仅提取单一的电力系统负荷特征,导致检测效果不佳。为此,设计基于强化学习的太阳能光伏电力系统负荷自动检测方法。对采集的电力系统运行状态信息进行量化处理,在强化学习的作用下,构建太阳能光... 太阳能光伏电力系统负荷自动检测方法由于仅提取单一的电力系统负荷特征,导致检测效果不佳。为此,设计基于强化学习的太阳能光伏电力系统负荷自动检测方法。对采集的电力系统运行状态信息进行量化处理,在强化学习的作用下,构建太阳能光伏电力系统负荷模型,提取多个电力系统负荷特征,并计算不同负荷特征的相关度,对负荷特征进行筛选,实现对电力系统负荷的特性分析,通过计算电力系统的实时负荷值,生成电力系统负荷自动检测算法。实验结果表明,设计方法在实际应用中R2得分较高,检测效果较好。 展开更多
关键词 强化学习 太阳能 光伏发电 电力系统 系统负荷 自动检测
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风电场接入电网的安全稳定分析 被引量:20
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作者 张红光 张粒子 《中国电力》 CSCD 北大核心 2007年第5期105-109,共5页
采用电力系统潮流算法,基于风电场出力与母线电压的P-V曲线,实现大容量风电场接入电网后电力系统的静态安全分析方法。建立异步风力发电机组的动态仿真模型,实现含有大容量风电场的电力系统动态稳定分析方法。结合风电场接入系统实例,... 采用电力系统潮流算法,基于风电场出力与母线电压的P-V曲线,实现大容量风电场接入电网后电力系统的静态安全分析方法。建立异步风力发电机组的动态仿真模型,实现含有大容量风电场的电力系统动态稳定分析方法。结合风电场接入系统实例,提出保证电网和风电机组安全稳定运行的风电场运行控制方法。探讨通过控制负荷侧功率因数、采用动态无功补偿装置及进行故障后切除风电机组等措施提高电网动态稳定水平、改善风电场运行条件的有效方法。 展开更多
关键词 电力系统 风力发电 静态安全 动态稳定
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Measurement and analyses of the mean effective ion charge in the centre of tokamak discharges
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作者 郑永真 丁玄同 周艳 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第4期1084-1088,共5页
There are two different definitions for specifying the mean effective ion charge Zeff in plasmas: a) from the Spizer electrical resistivity of the plasma and b) from bremsstrahlung radiation losses of the plasma. I... There are two different definitions for specifying the mean effective ion charge Zeff in plasmas: a) from the Spizer electrical resistivity of the plasma and b) from bremsstrahlung radiation losses of the plasma. In this paper Zeff in the centre of tokamak ohmic discharges has been determined from information on sawtooth-relaxations of the steady state plasma, based on the analysis for the power balance of the plasma electrons in the plasma centre during the period of recovery after the sawtooth crashes. This method is found to supply reliable results for tokamak parameters. While its application requires some efforts in data analysis, it can provide a reliable determination of Zeff, independent of the information from bremsstrahlung radiation losses of the plasma. 展开更多
关键词 mean effective ion charge sawtooth relaxation oower balance of plasma electrons
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Application of MPSO technique to find optimal location and parameter setting of TCSC
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作者 王延鹏 蔡兴国 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2011年第3期101-105,共5页
A new mothod was presented to find the optimal location and parameter setting of Thyristor Controlled Series Compensator (TCSC) to maxmize the transfer capability.Firstly the sensitivity of the transfer capability wit... A new mothod was presented to find the optimal location and parameter setting of Thyristor Controlled Series Compensator (TCSC) to maxmize the transfer capability.Firstly the sensitivity of the transfer capability with respect was described to the line's reactance was described to find the more sensitive lines for installing TCSC,however,the line which has the most sesitivity value is always not the best line for installing TCSC.For solving this problem,the more sensitive m lines were selected as the alternative line group of installing TCSC,and then modified particle swarm optimization (MPSO) was used to find out the optimal location and the optimal parameter settings of TCSC.Particle swarm optimization (PSO) algorithm can results premature convergence.For solving this problem,population entropy and cellular automata were introduced to it.Simulation results of IEEE 30-bus system proved the effectiveness of the method and its application values. 展开更多
关键词 TCSC optimal location and parameter settings modified particle swarm optimization continuation oower flow
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宝钢600t回转窑预热机变频改造及系统的优化
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作者 戴至前 《变频器世界》 2006年第10期69-70,90,共3页
宝钢600t回转窑篦式预热机原使用电磁耦合器调速。在变频改造时,根据使用实际情况重新核定调速范围,并充分利用变频器的恒功率调速特性,降低了设备容量达50%。尽量简化系统,减少了故障率。达到了改造低成本,运行高性能、低成本、低故障... 宝钢600t回转窑篦式预热机原使用电磁耦合器调速。在变频改造时,根据使用实际情况重新核定调速范围,并充分利用变频器的恒功率调速特性,降低了设备容量达50%。尽量简化系统,减少了故障率。达到了改造低成本,运行高性能、低成本、低故障的效果。 展开更多
关键词 电磁耦合器 篦式预热机 恒功率调速 开环控制系统
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Improved direct power control of a grid-connected voltage source converter during network unbalance 被引量:7
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作者 Peng ZHOU Wei ZHANG Yi-kang HE Rong ZENG 《Journal of Zhejiang University-Science C(Computers and Electronics)》 SCIE EI 2010年第10期817-823,共7页
This paper deals with an improved direct power control(DPC) strategy for the pulse width modulation(PWM) voltage source converter(VSC) under unbalanced grid voltage conditions.In order to provide enhanced control perf... This paper deals with an improved direct power control(DPC) strategy for the pulse width modulation(PWM) voltage source converter(VSC) under unbalanced grid voltage conditions.In order to provide enhanced control performance for the VSC,the resonant controllers tuned at the double grid frequency are applied in the DPC design to eliminate the power pulsations and dc link voltage ripples produced by the transient unbalanced grid faults.In this way,the output power and dc link voltage of the VSC can be directly regulated without positive and negative sequential decomposition.As a result,and as has been verified by experiment,the proposed method can provide fast dynamic response with easy implementation. 展开更多
关键词 Voltage source converter Direct oower control UNBALANCE Resonant controller
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