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这些都是PDF论文文档,是在2018.5.20号之前的研究成果积累,没有英文文档,想学习的可以看看
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<html xmlns="http://www.w3.org/1999/xhtml"> <head> <meta charset="utf-8"> <meta name="generator" content="pdf2htmlEX"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <link rel="stylesheet" href="https://static.pudn.com/base/css/base.min.css"> <link rel="stylesheet" href="https://static.pudn.com/base/css/fancy.min.css"> <link rel="stylesheet" href="https://static.pudn.com/prod/directory_preview_static/6251210474bc5c0105948b6b/raw.css"> <script src="https://static.pudn.com/base/js/compatibility.min.js"></script> <script src="https://static.pudn.com/base/js/pdf2htmlEX.min.js"></script> <script> try{ pdf2htmlEX.defaultViewer = new pdf2htmlEX.Viewer({}); }catch(e){} </script> <title></title> </head> <body> <div id="sidebar" style="display: none"> <div id="outline"> </div> </div> <div id="pf1" class="pf w0 h0" data-page-no="1"><div class="pc pc1 w0 h0"><img class="bi x0 y0 w1 h1" alt="" 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ws0">&#20013;&#22830;&#39640;&#26657;&#22522;&#26412;&#31185;&#30740;&#19994;&#21153;&#36153;&#19987;&#39033;&#22522;&#37329;</div><div class="t m0 x17 h7 yf ff4 fs3 fc2 sc0 ls0 ws0">&#65288;<span class="_ _a"> </span><span class="ff2">2016<span class="_ _2"></span>X<span class="_ _2"></span>S10<span class="_ _2"></span></span>&#65289;<span class="_ _4"> </span>&#65307;</div><div class="t m0 x18 h7 y10 ff1 fs3 fc2 sc0 ls1 ws0">&#30005;&#32593;&#25216;&#26415;&#22269;&#38469;&#26631;&#20934;&#30740;&#21046;</div><div class="t m0 x19 h7 yf ff4 fs3 fc2 sc0 ls0 ws0">&#65288;<span class="_ _a"> </span><span class="ff2">201510207<span class="_ _4"> </span>&#65293;<span class="_ _3"> </span>3<span class="_ _2"></span></span>&#65289;</div><div class="t m0 x10 h7 y11 ff2 fs3 fc2 sc0 ls0 ws0">Pro<span class="_ _2"></span>jec<span class="_ _9"></span>t<span class="_ _6"> </span>supported<span class="_ _4"> </span>by<span class="_ _6"> </span>N<span class="_ _2"></span>atio<span class="_ _2"></span>nal<span class="_ _4"> </span>N<span class="_ _2"></span>atur<span class="_ _9"></span>al<span class="_ _4"> </span>S<span class="_ _2"></span>cience<span class="_ _a"> </span>Fo<span class="_ _2"></span>undatio<span class="_ _2"></span>n<span class="_ _a"> </span>o<span class="_ _2"></span>f<span class="_ _6"> </span>C<span class="_ _2"></span>hina<span class="_"> </span><span class="ff4">&#65288;<span class="_ _a"> </span></span>51507061<span class="_ _2"></span><span class="ff4">&#65289;<span class="_ _6"> </span>&#65307;<span class="_ _b"> </span></span>Fundam<span class="_ _2"></span>enta<span class="_ _9"></span>l<span class="_ _4"> </span>&#65330;esearc<span class="_ _9"></span>h<span class="_ _4"> </span>Funds<span class="_ _4"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>r<span class="_ _a"> </span>the<span class="_ _4"> </span>C<span class="_ _2"></span>entral<span class="_ _4"> </span>U<span class="_ _2"></span>niv<span class="_ _2"></span>er<span class="_ _9"></span>sities<span class="_ _a"> </span><span class="ff4">&#65288;<span class="_ _a"> </span></span>2016<span class="_ _2"></span>X<span class="_ _2"></span>S10<span class="_ _2"></span><span class="ff4">&#65289;<span class="_ _6"> </span>&#65307;</span></div><div class="t m0 x10 h7 y12 ff2 fs3 fc2 sc0 ls0 ws0">D<span class="_ _2"></span>evelo<span class="_ _2"></span>pm<span class="_ _2"></span>ent<span class="_ _6"> </span>o<span class="_ _2"></span>f<span class="_ _6"> </span>Internatio<span class="_ _2"></span>na<span class="_ _9"></span>l<span class="_ _6"> </span>st<span class="_ _9"></span>andards<span class="_ _4"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>r<span class="_ _6"> </span>pow<span class="_ _3"></span>er<span class="_ _4"> </span>g<span class="_ _2"></span>rid<span class="_ _6"> </span>techno<span class="_ _2"></span>log<span class="_ _2"></span>y<span class="_ _c"> </span><span class="ff4">&#65288;<span class="_ _a"> </span></span>201510207<span class="_ _4"> </span>&#65293;<span class="_ _3"> </span>3<span class="_ _2"></span><span class="ff4">&#65289;</span></div><div class="t m0 x9 h8 y13 ff3 fs4 fc0 sc0 ls2 ws0">&#22522;&#20110;&#28145;&#24230;&#23398;&#20064;&#30340;&#36229;&#30701;&#26399;&#20809;&#20239;&#31934;&#32454;&#21270;</div><div class="t m0 x1a h8 y14 ff3 fs4 fc0 sc0 ls0 ws0">&#39044;</div><div class="t m0 x1b h8 y15 ff3 fs4 fc0 sc0 ls0 ws0">&#27979;<span class="_ _8"></span>&#27169;<span class="_ _d"></span>&#22411;<span class="_ _d"></span>&#30740;<span class="_ _8"></span>&#31350;</div><div class="t m0 x1c h9 y16 ff1 fs5 fc2 sc0 ls0 ws0">&#21490;</div><div class="t m0 x1d h9 y17 ff1 fs5 fc2 sc0 ls0 ws0">&#20339;<span class="_ _2"></span>&#29738;</div><div class="t m0 x1e h9 y18 ff4 fs5 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x1f h9 y17 ff1 fs5 fc2 sc0 ls0 ws0">&#24352;<span class="_ _2"></span>&#24314;&#21326;</div><div class="t m0 x20 ha y19 ff4 fs6 fc2 sc0 ls0 ws0">&#65288;</div><div class="t m0 x21 ha y1a ff1 fs6 fc2 sc0 ls3 ws0">&#26032;&#33021;&#28304;&#30005;&#21147;&#31995;&#32479;&#22269;&#23478;&#37325;&#28857;&#23454;&#39564;&#23460;</div><div class="t m0 x22 ha y19 ff4 fs6 fc2 sc0 ls0 ws0">&#65288;</div><div class="t m0 x23 ha y1a ff1 fs6 fc2 sc0 ls0 ws0">&#21326;</div><div class="t m0 x24 ha y1b ff1 fs6 fc2 sc0 ls0 ws0">&#21271;&#30005;<span class="_ _2"></span>&#21147;&#22823;&#23398;</div><div class="t m0 x25 ha y1c ff4 fs6 fc2 sc0 ls0 ws0">&#65289;</div><div class="t m0 x26 ha y1d ff4 fs6 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x27 ha y1e ff1 fs6 fc2 sc0 ls0 ws0">&#21271;</div><div class="t m0 x28 ha y1b ff1 fs6 fc2 sc0 ls0 ws0">&#20140;&#24066;</div><div class="t m0 x29 ha y1c ff2 fs6 fc2 sc0 ls0 ws0">102206<span class="_ _2"></span><span class="ff4">&#65289;</span></div><div class="t m0 x2a hb y1f ff5 fs2 fc2 sc0 ls0 ws0">&#25688;<span class="_ _e"> </span>&#35201;</div><div class="t m0 x2b hb y20 ff6 fs2 fc2 sc0 ls0 ws0">&#65306;</div><div class="t m0 x2c hb y1f ff1 fs2 fc2 sc0 ls4 ws0">&#20809;&#20239;&#21457;&#30005;&#31995;&#32479;&#30340;&#36229;&#30701;&#26399;&#21151;&#29575;&#39044;&#27979;&#23545;&#30005;&#32593;&#35843;&#24230;&#30340;&#35745;&#21010;&#23433;&#25490;&#21450;&#20809;&#20239;&#21457;&#30005;&#31995;&#32479;&#30340;&#20248;&#21270;&#36816;&#34892;&#20855;&#26377;&#37325;&#35201;&#24847;&#20041;</div><div class="t m0 x2d hc y20 ff7 fs2 fc2 sc0 ls0 ws0">&#12290;</div><div class="t m0 x2e hb y1f ff1 fs2 fc2 sc0 ls0 ws0">&#26426;</div><div class="t m0 x2f hb y21 ff1 fs2 fc2 sc0 ls0 ws0">&#22120;<span class="_ _2"></span>&#23398;</div><div class="t m0 x2a hb y22 ff1 fs2 fc2 sc0 ls0 ws0">&#20064;</div><div class="t m0 x3 hc y23 ff7 fs2 fc2 sc0 ls0 ws0">&#12289;</div><div class="t m0 x30 hb y22 ff1 fs2 fc2 sc0 ls4 ws0">&#20154;&#24037;&#26234;&#33021;&#39046;&#22495;&#30340;&#25216;&#26415;&#36827;&#27493;&#20026;&#31934;&#32454;<span class="ls5">&#21270;&#20998;&#26512;&#20809;&#20239;&#21151;&#29575;&#39044;&#27979;&#24433;&#21709;&#22240;&#32032;&#24182;&#25552;&#39640;&#20809;&#20239;&#39044;&#27979;&#31934;&#24230;&#25552;&#20379;&#20102;&#26377;&#25928;&#36884;&#24452;</span></div><div class="t m0 x2d hc y23 ff7 fs2 fc2 sc0 ls0 ws0">&#12290;</div><div class="t m0 x2e hb y22 ff1 fs2 fc2 sc0 ls0 ws0">&#25552;<span class="_ _2"></span>&#20986;<span class="_ _3"></span>&#19968;</div><div class="t m0 x2a hb y24 ff1 fs2 fc2 sc0 ls4 ws0">&#31181;&#22522;&#20110;&#28145;&#24230;&#32467;&#26500;&#32593;&#32476;&#27169;&#22411;&#30340;&#20809;&#20239;&#36229;&#30701;&#26399;&#21151;&#29575;&#39044;&#27979;&#26041;&#27861;</div><div class="t m0 x31 hb y25 ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x32 hb y24 ff1 fs2 fc2 sc0 ls6 ws0">&#39318;&#20808;<span class="_ _9"></span>&#26681;<span class="_ _9"></span>&#25454;&#20809;&#20239;&#21457;&#30005;&#31995;&#32479;&#30340;&#26426;&#29702;&#29305;&#24449;</div><div class="t m0 x33 hb y25 ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x34 hb y24 ff1 fs2 fc2 sc0 ls6 ws0">&#20998;&#26512;&#28145;&#24230;&#23398;&#20064;&#31639;&#27861;&#22788;&#29702;</div><div class="t m0 x2a hb y26 ff1 fs2 fc2 sc0 ls4 ws0">&#20809;&#20239;&#39044;&#27979;&#38382;&#39064;&#30340;&#21487;&#34892;&#24615;</div><div class="t m0 x35 hb y27 ff4 fs2 fc2 sc0 ls0 ws0">&#65307;</div><div class="t m0 x36 hb y26 ff1 fs2 fc2 sc0 ls4 ws0">&#28982;&#21518;&#25552;&#20986;&#22522;&#20110;&#28145;&#24230;&#23398;&#20064;&#31639;&#27861;&#30340;&#20809;&#20239;&#21151;&#29575;&#39044;<span class="_ _2"></span>&#27979;&#27169;<span class="_ _2"></span>&#22411;</div><div class="t m0 x37 hb y27 ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x38 hb y26 ff1 fs2 fc2 sc0 ls6 ws0">&#37319;&#29992;&#22522;&#20110;&#21463;&#38480;&#29627;&#23572;&#20857;&#26364;&#26426;&#30340;&#28145;&#24230;&#32622;&#20449;&#32593;</div><div class="t m0 x2a hb y28 ff1 fs2 fc2 sc0 ls4 ws0">&#32476;&#25552;&#21462;&#28145;&#23618;&#29305;&#24449;&#23436;&#25104;&#26080;&#30417;&#30563;&#23398;&#20064;&#36807;&#31243;</div><div class="t m0 x39 hb y29 ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x3a hb y28 ff1 fs2 fc2 sc0 ls0 ws0">&#37319;<span class="_ _2"></span>&#29992;<span class="_ _2"></span>&#26377;&#30417;<span class="_ _2"></span>&#30563;</div><div class="t m0 x3b h6 y29 ff2 fs2 fc2 sc0 ls0 ws0">B<span class="_ _2"></span>P</div><div class="t m0 x3c hb y28 ff1 fs2 fc2 sc0 ls4 ws0">&#31070;&#32463;&#32593;&#32476;&#20316;&#20026;&#24120;&#35268;&#25311;&#21512;&#23618;&#33719;&#24471;&#39044;<span class="_ _2"></span>&#27979;&#32467;<span class="_ _2"></span>&#26524;</div><div class="t m0 x3d hb y29 ff4 fs2 fc2 sc0 ls0 ws0">&#65307;</div><div class="t m0 x3e hb y28 ff1 fs2 fc2 sc0 ls6 ws0">&#24182;&#31435;&#36275;&#20110;&#23454;&#38469;&#38656;&#27714;</div><div class="t m0 x3f hb y29 ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x2a hb y2a ff1 fs2 fc2 sc0 ls4 ws0">&#24314;&#31435;&#21547;&#31163;&#32447;&#35757;&#32451;&#21644;&#22312;&#32447;&#39044;&#27979;&#30340;&#21452;&#38454;&#27573;&#20809;&#20239;&#21457;&#30005;&#39044;&#27979;&#31995;&#32479;</div><div class="t m0 x40 hb y2b ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x41 hb y2a ff1 fs2 fc2 sc0 ls6 ws0">&#20998;&#26512;<span class="_ _9"></span>&#22825;&#27668;&#20449;&#24687;&#21450;&#21382;&#21490;&#20449;&#24687;&#30340;&#36755;&#20837;&#23646;&#24615;</div><div class="t m0 x3e hb y2b ff4 fs2 fc2 sc0 ls0 ws0">&#65307;</div><div class="t m0 x42 hb y2a ff1 fs2 fc2 sc0 ls6 ws0">&#26368;&#21518;&#21033;&#29992;&#20809;&#20239;&#21457;&#30005;</div><div class="t m0 x2a hb y2c ff1 fs2 fc2 sc0 ls4 ws0">&#31995;&#32479;&#30340;&#23454;&#38469;&#36816;&#34892;&#25968;&#25454;&#36827;&#34892;&#20223;&#30495;</div><div class="t m0 x43 hb y2d ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x44 hb y2c ff1 fs2 fc2 sc0 ls5 ws0">&#39564;<span class="_ _9"></span>&#35777;<span class="_ _9"></span>&#31639;<span class="_ _9"></span>&#27861;&#20934;&#30830;&#24615;&#21644;&#26377;&#25928;&#24615;</div><div class="t m0 x22 hb y2d ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x45 hb y2c ff1 fs2 fc2 sc0 ls5 ws0">&#36890;&#36807;&#27604;&#36739;&#28145;&#24230;&#32467;&#26500;&#26159;&#21542;&#21253;&#21547;&#26080;&#30417;&#30563;&#23398;&#20064;&#36807;&#31243;</div><div class="t m0 x46 hb y2d ff4 fs2 fc2 sc0 ls0 ws0">&#65292;</div><div class="t m0 x2d hb y2c ff1 fs2 fc2 sc0 ls0 ws0">&#35828;<span class="_ _2"></span>&#26126;<span class="_ _3"></span>&#20854;<span class="_ _2"></span>&#22312;</div><div class="t m0 x2a hb y2e ff1 fs2 fc2 sc0 ls4 ws0">&#39044;&#27979;&#20013;&#30340;&#37325;&#35201;&#24615;</div><div class="t m0 x47 hc y2f ff7 fs2 fc2 sc0 ls0 ws0">&#12290;</div><div class="t m0 x2a hb y30 ff5 fs2 fc2 sc0 ls0 ws0">&#20851;&#38190;<span class="_ _2"></span>&#35789;</div><div class="t m0 x2b hb y31 ff6 fs2 fc2 sc0 ls0 ws0">&#65306;</div><div class="t m0 x48 hb y30 ff1 fs2 fc2 sc0 ls0 ws0">&#20809;&#20239;<span class="_ _2"></span>&#21457;&#30005;</div><div class="t m0 x49 hb y31 ff4 fs2 fc2 sc0 ls0 ws0">&#65307;</div><div class="t m0 x4a hb y30 ff1 fs2 fc2 sc0 ls7 ws0">&#36229;&#30701;&#26399;&#21151;&#29575;&#39044;&#27979;</div><div class="t m0 x4b hb y31 ff4 fs2 fc2 sc0 ls0 ws0">&#65307;</div><div class="t m0 x4c hb y30 ff1 fs2 fc2 sc0 ls0 ws0">&#31934;&#32454;<span class="_ _2"></span>&#21270;&#20998;<span class="_ _2"></span>&#26512;</div><div class="t m0 x4d hb y31 ff4 fs2 fc2 sc0 ls0 ws0">&#65307;</div><div class="t m0 x4e hb y30 ff1 fs2 fc2 sc0 ls0 ws0">&#28145;&#24230;<span class="_ _2"></span>&#23398;&#20064;</div><div class="t m0 x22 hb y31 ff4 fs2 fc2 sc0 ls0 ws0">&#65307;</div><div class="t m0 x45 hb y30 ff1 fs2 fc2 sc0 ls7 ws0">&#31163;&#32447;&#35757;&#32451;&#21644;&#22312;&#32447;&#39044;&#27979;</div><div class="t m0 x4f hd y32 ff8 fs7 fc2 sc0 ls0 ws0">Ultra<span class="_ _f"> </span>Sho<span class="_ _9"></span>rt<span class="_ _2"></span>-<span class="_ _10"></span>Term<span class="_ _f"> </span>Photovoltaic<span class="_ _f"> </span>&#65330;efined<span class="_ _f"> </span>Fo<span class="_ _9"></span>recasting<span class="_ _f"> </span>Mod<span class="_ _9"></span>el<span class="_ _f"> </span>Based<span class="_ _f"> </span>on</div><div class="t m0 x1c hd y33 ff8 fs7 fc2 sc0 ls0 ws0">Deep<span class="_ _f"> </span>Learning</div><div class="t m0 x50 he y34 ff2 fs8 fc2 sc0 ls0 ws0">S<span class="_ _2"></span>HI<span class="_ _b"> </span>J<span class="_ _9"></span>iaqi<span class="_ _2"></span><span class="ff4">&#65292;<span class="_ _11"></span><span class="ff2">Z<span class="_ _2"></span>HA<span class="_ _2"></span>N<span class="_ _2"></span>G<span class="_ _f"> </span>Jianhu<span class="_ _9"></span>a</span></span></div><div class="t m0 x51 hb y35 ff4 fs2 fc2 sc0 ls0 ws0">&#65288;<span class="_ _12"> </span><span class="ff2">S<span class="_ _2"></span>tate<span class="_ _6"> </span>K<span class="_ _2"></span>ey<span class="_ _c"> </span>L<span class="_ _2"></span>abo<span class="_ _2"></span>rato<span class="_ _2"></span>ry<span class="_ _c"> </span>o<span class="_ _2"></span>f<span class="_ _1"> </span>A<span class="_ _2"></span>lternativ<span class="_ _2"></span>e<span class="_ _6"> </span>Electrical<span class="_ _13"> </span>Po<span class="_ _2"></span>w<span class="_ _14"></span>er<span class="_ _6"> </span>S<span class="_ _2"></span>y<span class="_ _2"></span>stem<span class="_ _c"> </span>w<span class="_ _14"></span>ith<span class="_ _13"> </span>&#65330;enew<span class="_ _14"></span>able</span></div><div class="t m0 x20 hb y36 ff2 fs2 fc2 sc0 ls0 ws0">Energ<span class="_ _2"></span>y<span class="_ _c"> </span>S<span class="_ _2"></span>o<span class="_ _2"></span>urces<span class="_ _6"> </span><span class="ff4">&#65288;<span class="_ _6"> </span></span>N<span class="_ _2"></span>o<span class="_ _2"></span>rth<span class="_ _6"> </span>C<span class="_ _2"></span>hina<span class="_ _13"> </span>Electric<span class="_ _13"> </span>Po<span class="_ _2"></span>w<span class="_ _14"></span>er<span class="_ _6"> </span>U<span class="_ _2"></span>niv<span class="_ _2"></span>ersity<span class="_ _14"></span><span class="ff4">&#65289;</span></div><div class="t m0 x52 hb y37 ff4 fs2 fc2 sc0 ls0 ws0">&#65292;<span class="_ _15"></span><span class="ff2">B<span class="_ _2"></span>eijing<span class="_ _6"> </span>102206<span class="_ _2"></span><span class="ff4">&#65292;<span class="_ _15"></span><span class="ff2">C<span class="_ _2"></span>hina<span class="_ _2"></span><span class="ff4">&#65289;</span></span></span></span></div><div class="t m0 x2a hb y38 ff8 fs2 fc2 sc0 ls0 ws0">ABST&#65330;<span class="_ _9"></span>ACT<span class="ff4">&#65306;<span class="_ _16"> </span><span class="ff2">A<span class="_ _2"></span>ccurate<span class="_ _6"> </span>ultra<span class="_ _6"> </span>sho<span class="_ _2"></span>rt-<span class="_ _17"></span>term<span class="_ _13"> </span>po<span class="_ _2"></span>w<span class="_ _14"></span>er<span class="_ _6"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>recasting<span class="_ _13"> </span>o<span class="_ _2"></span>f<span class="_ _13"> </span>pho<span class="_ _2"></span>to<span class="_ _2"></span>v<span class="_ _2"></span>o<span class="_ _2"></span>ltaic<span class="_ _6"> </span><span class="ff4">&#65288;<span class="_ _6"> </span></span>PV<span class="_ _2"></span><span class="ff4">&#65289;<span class="_ _12"> </span></span>g<span class="_ _2"></span>eneratio<span class="_ _2"></span>n<span class="_ _6"> </span>is<span class="_ _4"> </span>v<span class="_ _2"></span>ery<span class="_ _13"> </span>im<span class="_ _2"></span>po<span class="_ _2"></span>rtant<span class="_ _6"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>r<span class="_ _6"> </span>dispatching</span></span></div><div class="t m0 x2a h6 y39 ff2 fs2 fc2 sc0 ls0 ws0">o<span class="_ _2"></span>f<span class="_ _1"> </span>po<span class="_ _2"></span>w<span class="_ _14"></span>er<span class="_ _6"> </span>g<span class="_ _2"></span>rid<span class="_ _4"> </span>and<span class="_ _4"> </span>t<span class="_"> </span>he<span class="_ _6"> </span>o<span class="_ _2"></span>ptim<span class="_ _2"></span>al<span class="_ _4"> </span>o<span class="_ _2"></span>peratio<span class="_ _2"></span>n<span class="_ _6"> </span>o<span class="_ _2"></span>f<span class="_ _6"> </span>PV<span class="_ _6"> </span>sy<span class="_ _2"></span>stem<span class="_ _2"></span>&#65294;<span class="_ _f"> </span>T<span class="_ _2"></span>he<span class="_ _4"> </span>pro<span class="_ _2"></span>g<span class="_ _2"></span>ress<span class="_ _4"> </span>o<span class="_ _2"></span>f<span class="_ _6"> </span>m<span class="_ _2"></span>achine<span class="_ _6"> </span>learning<span class="_ _6"> </span>and<span class="_ _6"> </span>artif<span class="_ _2"></span>icial<span class="_ _4"> </span>intellig<span class="_ _2"></span>ence<span class="_ _6"> </span>techno<span class="_ _2"></span>lo<span class="_ _2"></span>g<span class="_ _2"></span>y</div><div class="t m0 x2a h6 y3a ff2 fs2 fc2 sc0 ls0 ws0">pro<span class="_ _2"></span>v<span class="_ _2"></span>ides<span class="_ _6"> </span>an<span class="_ _13"> </span>ef<span class="_ _2"></span>f<span class="_ _2"></span>ectiv<span class="_ _2"></span>e<span class="_ _13"> </span>w<span class="_ _14"></span>ay<span class="_ _1"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>r<span class="_ _13"> </span>ref<span class="_ _2"></span>ined<span class="_ _13"> </span>analy<span class="_ _2"></span>sis<span class="_ _6"> </span>o<span class="_ _2"></span>f<span class="_ _1"> </span>PV<span class="_ _13"> </span>po<span class="_ _2"></span>w<span class="_ _3"></span>er<span class="_ _13"> </span>predictio<span class="_ _2"></span>n<span class="_ _13"> </span>f<span class="_ _2"></span>acto<span class="_ _2"></span>rs<span class="_ _6"> </span>and<span class="_ _13"> </span>the<span class="_ _13"> </span>im<span class="_ _2"></span>pro<span class="_ _2"></span>v<span class="_ _2"></span>em<span class="_ _2"></span>ent<span class="_ _13"> </span>o<span class="_ _2"></span>f<span class="_ _c"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>reca<span class="_"> </span>sting<span class="_ _1"> </span>accuracy<span class="_ _14"></span>&#65294;</div><div class="t m0 x2a hb y3b ff2 fs2 fc2 sc0 ls0 ws0">T<span class="_ _2"></span>his<span class="_ _6"> </span>paper<span class="_ _13"> </span>pro<span class="_ _2"></span>po<span class="_ _2"></span>ses<span class="_ _6"> </span>an<span class="_ _6"> </span>ultra<span class="_ _4"> </span>sho<span class="_ _2"></span>rt-<span class="_ _17"></span>term<span class="_ _6"> </span>po<span class="_ _2"></span>w<span class="_ _3"></span>er<span class="_ _4"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>recasting<span class="_ _13"> </span>m<span class="_ _2"></span>etho<span class="_ _2"></span>d<span class="_ _4"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>r<span class="_ _6"> </span>PV<span class="_ _6"> </span>based<span class="_ _4"> </span>o<span class="_ _2"></span>n<span class="_ _4"> </span>the<span class="_ _6"> </span>deep<span class="_ _4"> </span>structure<span class="_ _6"> </span>netw<span class="_ _2"></span>o<span class="_ _2"></span>rk<span class="_ _6"> </span>m<span class="_ _2"></span>o<span class="_ _2"></span>del&#65294;<span class="_ _f"> </span>F<span class="_ _9"></span>irstly<span class="_ _2"></span><span class="ff4">&#65292;</span></div><div class="t m0 x2a hb y3c ff2 fs2 fc2 sc0 ls0 ws0">acco<span class="_ _2"></span>rding<span class="_ _13"> </span>to<span class="_ _13"> </span>the<span class="_ _6"> </span>m<span class="_ _2"></span>echanis<span class="_ _9"></span>m<span class="_ _13"> </span>characteristics<span class="_ _4"> </span>o<span class="_ _2"></span>f<span class="_ _13"> </span>PV<span class="_ _6"> </span>g<span class="_ _2"></span>ener<span class="_"> </span>a<span class="_"> </span>t<span class="_"> </span>i<span class="_"> </span>o<span class="_ _2"></span>n<span class="_ _6"> </span>sy<span class="_ _2"></span>stem<span class="_ _2"></span><span class="ff4">&#65292;<span class="_ _17"></span><span class="ff2">w<span class="_ _14"></span>e<span class="_ _6"> </span>analy<span class="_ _2"></span>z<span class="_ _2"></span>ed<span class="_ _6"> </span>the<span class="_ _4"> </span>f<span class="_ _2"></span>easibility<span class="_ _13"> </span>o<span class="_ _2"></span>f<span class="_ _13"> </span>deep<span class="_ _6"> </span>learning<span class="_ _6"> </span>alg<span class="_ _2"></span>o<span class="_ _2"></span>rithm<span class="_ _13"> </span>to</span></span></div><div class="t m0 x2a hb y3d ff2 fs2 fc2 sc0 ls0 ws0">deal<span class="_ _6"> </span>w<span class="_ _3"></span>ith<span class="_ _6"> </span>the<span class="_ _13"> </span>PV<span class="_ _c"> </span>po<span class="_ _2"></span>w<span class="_ _3"></span>er<span class="_ _c"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>recasting<span class="_ _1"> </span>pro<span class="_ _2"></span>blem<span class="_ _14"></span>&#65294;<span class="_ _12"> </span>A<span class="_ _2"></span>nd<span class="_ _13"> </span>then<span class="_ _2"></span><span class="ff4">&#65292;<span class="_ _18"></span><span class="ff2">w<span class="_ _14"></span>e<span class="_ _c"> </span>presented<span class="_ _c"> </span>PV<span class="_ _1"> </span>po<span class="_ _2"></span>w<span class="_ _3"></span>er<span class="_ _c"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>recasting<span class="_ _b"> </span>m<span class="_ _2"></span>o<span class="_ _2"></span>de<span class="_ _13"> </span>based<span class="_ _c"> </span>o<span class="_ _2"></span>n<span class="_ _c"> </span>deep<span class="_ _1"> </span>learning</span></span></div><div class="t m0 x2a h6 y3e ff2 fs2 fc2 sc0 ls0 ws0">alg<span class="_ _2"></span>o<span class="_ _2"></span>rithm<span class="_ _c"> </span>w<span class="_ _14"></span>hich<span class="_ _13"> </span>learns<span class="_ _6"> </span>the<span class="_ _13"> </span>structure<span class="_ _6"> </span>inte<span class="_"> </span>r<span class="_"> </span>na<span class="_"> </span>l<span class="_ _13"> </span>characteristics<span class="_ _6"> </span>by<span class="_ _1"> </span>deep<span class="_ _6"> </span>belief<span class="_ _1"> </span>netw<span class="_ _14"></span>o<span class="_ _2"></span>rk<span class="_ _6"> </span>based<span class="_ _13"> </span>o<span class="_ _2"></span>n<span class="_ _6"> </span>restricted<span class="_ _13"> </span>bo<span class="_ _2"></span>ltz<span class="_ _2"></span>m<span class="_ _2"></span>ann<span class="_ _6"> </span>m<span class="_ _2"></span>achine<span class="_ _13"> </span>to</div><div class="t m0 x2a hb y3f ff2 fs2 fc2 sc0 ls0 ws0">ex<span class="_ _2"></span>tract<span class="_ _6"> </span>deep<span class="_ _13"> </span>f<span class="_ _2"></span>eatures<span class="_ _c"> </span>as<span class="_ _1"> </span>unsuperv<span class="_ _2"></span>ised<span class="_ _c"> </span>learning<span class="_ _b"> </span>pro<span class="_ _2"></span>cess<span class="_ _2"></span><span class="ff4">&#65292;<span class="_ _18"></span><span class="ff2">and<span class="_ _1"> </span>used<span class="_ _1"> </span>the<span class="_ _1"> </span>superv<span class="_ _2"></span>ised<span class="_ _1"> </span>B<span class="_ _2"></span>P<span class="_ _c"> </span>neur<span class="_"> </span>a<span class="_"> </span>l<span class="_ _b"> </span>netw<span class="_ _2"></span>o<span class="_ _2"></span>rk<span class="_ _1"> </span>as<span class="_ _1"> </span>co<span class="_ _2"></span>nv<span class="_ _2"></span>entio<span class="_ _2"></span>nal<span class="_ _1"> </span>f<span class="_ _2"></span>itting</span></span></div><div class="t m0 x2a hb y40 ff2 fs2 fc2 sc0 ls0 ws0">lay<span class="_ _2"></span>er<span class="_ _6"> </span>to<span class="_ _f"> </span>o<span class="_ _2"></span>btain<span class="_ _b"> </span>t<span class="_"> </span>he<span class="_ _f"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>recasting<span class="_ _f"> </span>results&#65294;<span class="_ _19"> </span>In<span class="_ _b"> </span>addi<span class="_"> </span>t<span class="_"> </span>i<span class="_"> </span>o<span class="_ _2"></span>n<span class="_ _2"></span><span class="ff4">&#65292;</span>based<span class="_ _b"> </span>o<span class="_ _2"></span>n<span class="_ _f"> </span>the<span class="_ _b"> </span>actual<span class="_ _f"> </span>dem<span class="_ _2"></span>and<span class="_ _b"> </span>w<span class="_ _3"></span>e<span class="_ _1a"> </span>established<span class="_ _b"> </span>a<span class="_ _1a"> </span>t<span class="_"> </span>w<span class="_ _3"></span>o<span class="_ _2"></span>-<span class="_ _17"></span>stag<span class="_ _2"></span>e<span class="_ _1a"> </span>PV<span class="_ _f"> </span>po<span class="_ _2"></span>w<span class="_ _14"></span>er</div><div class="t m0 x2a hb y41 ff2 fs2 fc2 sc0 ls0 ws0">g<span class="_ _2"></span>eneratio<span class="_ _2"></span>n<span class="_ _13"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>recasting<span class="_ _c"> </span>sy<span class="_ _2"></span>stem<span class="_ _c"> </span>including<span class="_ _13"> </span>o<span class="_ _2"></span>f<span class="_ _2"></span>f<span class="_ _14"></span>-<span class="_ _17"></span>line<span class="_ _4"> </span>training<span class="_ _13"> </span>and<span class="_ _6"> </span>o<span class="_ _2"></span>n-<span class="_ _17"></span>line<span class="_ _6"> </span>predictio<span class="_ _2"></span>n<span class="ff4">&#65292;<span class="_ _17"></span><span class="ff2">to<span class="_ _13"> </span>analy<span class="_ _2"></span>z<span class="_ _2"></span>e<span class="_ _6"> </span>the<span class="_ _4"> </span>input<span class="_ _6"> </span>pro<span class="_ _2"></span>perties<span class="_ _4"> </span>o<span class="_ _2"></span>f<span class="_ _13"> </span>the<span class="_ _6"> </span>w<span class="_ _14"></span>eather</span></span></div><div class="t m0 x2a hb y42 ff2 fs2 fc2 sc0 ls0 ws0">inf<span class="_ _2"></span>o<span class="_ _2"></span>rm<span class="_ _2"></span>atio<span class="_ _2"></span>n<span class="_ _6"> </span>and<span class="_ _13"> </span>histo<span class="_ _2"></span>rical<span class="_ _1"> </span>inf<span class="_ _2"></span>o<span class="_ _2"></span>rm<span class="_ _2"></span>atio<span class="_ _2"></span>n&#65294;<span class="_ _1b"> </span>A<span class="_ _2"></span>t<span class="_ _1"> </span>last<span class="ff4">&#65292;<span class="_ _1c"></span><span class="ff2">w<span class="_ _14"></span>e<span class="_ _1"> </span>v<span class="_ _2"></span>erif<span class="_ _2"></span>ied<span class="_ _1"> </span>the<span class="_ _1"> </span>v<span class="_ _2"></span>alidity<span class="_ _1a"> </span>and<span class="_ _1"> </span>accuracy<span class="_ _1a"> </span>o<span class="_ _2"></span>f<span class="_ _b"> </span>the<span class="_ _b"> </span>alg<span class="_ _2"></span>o<span class="_ _2"></span>rithm<span class="_ _b"> </span>thro<span class="_ _2"></span>ug<span class="_ _2"></span>h<span class="_ _1"> </span>the<span class="_ _1"> </span>act<span class="_"> </span>ua<span class="_"> </span>l</span></span></div><div class="t m0 x2a hb y43 ff2 fs2 fc2 sc0 ls0 ws0">o<span class="_ _2"></span>perating<span class="_ _c"> </span>data<span class="_ _c"> </span>o<span class="_ _2"></span>f<span class="_ _1a"> </span>PV<span class="_ _b"> </span>sy<span class="_ _2"></span>stem<span class="_ _2"></span><span class="ff4">&#65292;</span>and<span class="_ _1"> </span>ex<span class="_ _2"></span>plained<span class="_ _1"> </span>its<span class="_ _b"> </span>im<span class="_ _2"></span>po<span class="_ _2"></span>rtance<span class="_ _1"> </span>in<span class="_ _b"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>recasting<span class="_ _b"> </span>thro<span class="_ _2"></span>ug<span class="_ _2"></span>h<span class="_ _b"> </span>co<span class="_ _2"></span>m<span class="_ _2"></span>paring<span class="_ _b"> </span>w<span class="_ _3"></span>hether<span class="_ _b"> </span>the<span class="_ _1"> </span>depth<span class="_ _b"> </span>structure</div><div class="t m0 x2a h6 y44 ff2 fs2 fc2 sc0 ls0 ws0">co<span class="_ _2"></span>ntained<span class="_ _6"> </span>unsuperv<span class="_ _2"></span>ised<span class="_ _13"> </span>learning<span class="_ _c"> </span>pro<span class="_ _2"></span>cess&#65294;</div><div class="t m0 x2a hb y45 ff8 fs2 fc2 sc0 ls0 ws0">KEYWO&#65330;DS<span class="ff4">&#65306;<span class="_ _f"> </span><span class="ff2">PV<span class="_ _6"> </span>g<span class="_ _2"></span>eneratio<span class="_ _2"></span>n<span class="_ _2"></span></span>&#65307;<span class="_ _f"> </span><span class="ff2">ultra<span class="_ _6"> </span>sho<span class="_ _2"></span>rt-<span class="_ _17"></span>term<span class="_ _13"> </span>po<span class="_ _2"></span>w<span class="_ _14"></span>er<span class="_ _6"> </span>f<span class="_ _2"></span>o<span class="_ _2"></span>recasting<span class="_ _14"></span><span class="ff4">&#65307;<span class="_ _f"> </span></span>ref<span class="_ _2"></span>ined<span class="_ _6"> </span>analy<span class="_ _2"></span>sis<span class="ff4">&#65307;<span class="_ _f"> </span></span>de<span class="_"> </span>e<span class="_"> </span>p<span class="_ _6"> </span>lea<span class="_"> </span>r<span class="_"> </span>ni<span class="_"> </span>ng<span class="_ _14"></span><span class="ff4">&#65307;<span class="_ _f"> </span></span>o<span class="_ _2"></span>f<span class="_ _2"></span>f<span class="_ _14"></span>-<span class="_ _17"></span>line<span class="_ _6"> </span>training<span class="_ _13"> </span>and<span class="_ _6"> </span>o<span class="_ _2"></span>n<span class="_ _2"></span>-</span></span></div><div class="t m0 x2a h6 y46 ff2 fs2 fc2 sc0 ls0 ws0">line<span class="_ _6"> </span>predict<span class="_"> </span>i<span class="_"> </span>o<span class="_ _2"></span>n</div><div class="t m0 x2a h7 y47 ff5 fs3 fc2 sc0 ls0 ws0">&#20013;</div><div class="t m0 x53 h7 y48 ff5 fs3 fc2 sc0 ls0 ws0">&#22270;&#20998;<span class="_ _2"></span>&#31867;&#21495;</div><div class="t m0 x54 h7 y49 ff6 fs3 fc2 sc0 ls0 ws0">&#65306;<span class="_ _8"> </span><span class="ff9">TM<span class="_ _4"> </span>715</span></div><div class="t m0 x55 h7 y48 ff5 fs3 fc2 sc0 ls0 ws0">&#25991;&#29486;<span class="_ _2"></span>&#26631;&#24535;&#30721;</div><div class="t m0 x56 h7 y49 ff6 fs3 fc2 sc0 ls0 ws0">&#65306;<span class="_ _b"> </span><span class="ff9">A</span></div><div class="t m0 x57 h7 y48 ff5 fs3 fc2 sc0 ls0 ws0">&#25991;&#31456;<span class="_ _2"></span>&#32534;&#21495;</div><div class="t m0 x22 h7 y49 ff6 fs3 fc2 sc0 ls0 ws0">&#65306;<span class="_ _1"> </span><span class="ff9">1000<span class="_ _a"> </span>&#65293;<span class="_ _3"> </span>7229<span class="_ _2"></span></span>&#65288;<span class="_ _8"> </span><span class="ff9">2017<span class="_ _2"></span></span>&#65289;<span class="_ _d"> </span><span class="ff9">06<span class="_ _4"> </span>&#65293;<span class="_ _3"> </span>0028<span class="_ _a"> </span>&#65293;<span class="_ _3"> </span>08</span></div><div class="t m0 x2a h7 y4a ff2 fs3 fc2 sc0 ls0 ws0">D<span class="_ _2"></span>OI<span class="_ _2"></span><span class="ff6">&#65306;<span class="_ _1"> </span><span class="ff9">10.<span class="_ _a"> </span>396<span class="_ _9"></span>9<span class="_ _d"> </span><span class="ff2">/<span class="_ _14"></span>j<span class="_ _2"></span>&#65294;<span class="_ _8"> </span>issn<span class="_ _1c"></span><span class="ff9">.<span class="_ _a"> </span>1000<span class="_ _a"> </span>&#65293;<span class="_ _3"> </span>7229.<span class="_ _a"> </span>2017.<span class="_ _8"> </span>06.<span class="_ _a"> </span>005</span></span></span></span></div></div><div class="pi" data-data='{"ctm":[1.612022,0.000000,0.000000,1.612022,0.000000,0.000000]}'></div></div> </body> </html>
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