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Decomposition of Fluctuating Photovoltaic Generation Power in Frequency Bands and Analysis of Chaotic Properties

机译：波动光伏发电功率在频带中的分解及混沌特性分析

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SUMMARY >This paper discusses chaotic properties of fluctuating photovoltaic generation (PV) power and reveals that PV power can be decomposed into a chaotic component having shorter periods and a long‐term fluctuation component. The first step is to decompose the PV power into three components containing a long‐term fluctuation component, a load frequency control (LFC) component, and an irregular fluctuation component from normalized PV power data by using periodic regression analysis. The second step is to analyze the long‐term fluctuation component and the LFC component using autocorrelation function. The third step is to clarify the chaotic properties of the LFC component using Lyapunov spectrum analysis. Finally, the simulation of predicting the LFC component and the normalized PV power data is carried out. This simulation clarifies that the LFC component has chaotic properties. </abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> <div class="translation abstracttxt"> <span class="zhankaihshouqi fivelineshidden" id="abstract"> <span>机译：</span><abstract xmlns =“http://www.wiley.com/namespaces/wiley”type =“main”> <标题类型=“main”>摘要</ title> 本文讨论了波动光伏发电（PV）功率的混沌性能，并揭示了PV功率可以分解成具有较短时段的混沌部件和长期波动分量。第一步是通过使用周期性回归分析将PV电力分解为包含长期波动分量，负载频率控制（LFC）分量的三个组件，以及来自归一化PV电源数据的不规则波动分量。第二步是使用自相关函数分析长期波动分量和LFC组件。第三步是使用Lyapunov频谱分析阐明LFC组件的混沌性能。最后，执行预测LFC分量和归一化PV电力数据的模拟。该模拟阐明了LFC组分具有混沌性质。</ p> </摘要> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> </div> <div class="record"> <h2 class="all_title" id="enpatent33" >著录项</h2> <ul> <li> <span class="lefttit">来源</span> <div style="width: 86%;vertical-align: text-top;display: inline-block;"> <a href='/journal-foreign-22399/'>《Electrical engineering in Japan》</a> <b style="margin: 0 2px;">|</b><span>2017年第4期</span><b style="margin: 0 2px;">|</b><span>共8页</span> </div> </li> <li> <div class="author"> <span class="lefttit">作者</span> <p id="fAuthorthree" class="threelineshidden zhankaihshouqi"> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=TAKAHASHI AKIKO&option=202" target="_blank" rel="nofollow">TAKAHASHI AKIKO;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=YAMAGATA AKIHIRO&option=202" target="_blank" rel="nofollow">YAMAGATA AKIHIRO;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=IMAI JUN&option=202" target="_blank" rel="nofollow">IMAI JUN;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=FUNABIKI SHIGEYUKI&option=202" target="_blank" rel="nofollow">FUNABIKI SHIGEYUKI;</a> </p> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zkzz" style="display: none;">展开▼</span> </div> </li> <li> <div style="display: flex;"> <span class="lefttit">作者单位</span> <div style="position: relative;margin-left: 3px;max-width: 639px;"> <div class="threelineshidden zhankaihshouqi" id="fOrgthree"> <p>Graduate School of Natural Science and TechnologyOkayama University Japan;</p> <p>Graduate School of Natural Science and TechnologyOkayama University Japan;</p> <p>Graduate School of Natural Science and TechnologyOkayama University Japan;</p> <p>Graduate School of Natural Science and TechnologyOkayama University Japan;</p> </div> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zhdw" style="display: none;">展开▼</span> </div> </div> </li> <li > <span class="lefttit">收录信息</span> <span style="width: 86%;vertical-align: text-top;display: inline-block;"></span> </li> <li> <span class="lefttit">原文格式</span> <span>PDF</span> </li> <li> <span class="lefttit">正文语种</span> <span>eng</span> </li> <li> <span class="lefttit">中图分类</span> <span><a href="https://www.zhangqiaokeyan.com/clc/1782.html" title="输配电工程、电力网及电力系统">输配电工程、电力网及电力系统;</a></span> </li> <li class="antistop"> <span class="lefttit">关键词</span> <p style="width: 86%;vertical-align: text-top;"> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=photovoltaic generation&option=203" rel="nofollow">photovoltaic generation;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=decomposition&option=203" rel="nofollow">decomposition;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=chaos&option=203" rel="nofollow">chaos;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=regression analysis&option=203" rel="nofollow">regression analysis;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=nonlinear prediction&option=203" rel="nofollow">nonlinear prediction;</a> </p> <div class="translation"> 机译：光伏发电;分解;混沌;回归分析;非线性预测; </div> </li> </ul> </div> </div> <div class="literature cardcommon"> <div class="similarity "> <h3 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