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class="Abstract" style="padding-right: 30px; text-align: justify;"><span style="mso-bidi-font-weight: normal;">Various methods have been proposed for modeling solar panels, but modeling solar power plants using them is associated with challenges. In equivalent circuit-based methods, the modeling depends on factory data that changes over time. Modeling of voltage-current characteristic using intelligent methods such as neural network was less considered due to the low accuracy of modeling. In this article, a method independent of the manufacturer's data for modeling the solar power plant is presented, so that it is possible to accurately model the solar power plants that have been installed for several years. The proposed method consists of two steps, in the first step, open circuit voltage, maximum power point and short circuit current are modeled according to atmospheric conditions using neural network. In the second step, the unknown parameters of the equivalent circuit are determined by circuit analysis relations and using neural network outputs. Finally, to evaluate the proposed method, a 3-kW solar power plant was modeled, and the results show the appropriate accuracy of the proposed method for modeling the solar power plant.</span></p> <p style="padding-right: 90px; text-align: justify;">&nbsp;</p> <p><!-- [if gte mso 9]><xml> <w:WordDocument> <w:View>Normal</w:View> <w:Zoom>0</w:Zoom> <w:TrackMoves/> <w:TrackFormatting/> <w:PunctuationKerning/> <w:ValidateAgainstSchemas/> <w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid> <w:IgnoreMixedContent>false</w:IgnoreMixedContent> <w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText> <w:DoNotPromoteQF/> <w:LidThemeOther>EN-US</w:LidThemeOther> <w:LidThemeAsian>X-NONE</w:LidThemeAsian> <w:LidThemeComplexScript>FA</w:LidThemeComplexScript> <w:Compatibility> <w:BreakWrappedTables/> <w:SnapToGridInCell/> <w:WrapTextWithPunct/> <w:UseAsianBreakRules/> <w:DontGrowAutofit/> <w:SplitPgBreakAndParaMark/> <w:EnableOpenTypeKerning/> <w:DontFlipMirrorIndents/> <w:OverrideTableStyleHps/> 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Priority="51" Name="List Table 6 Colorful Accent 6"/> <w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful Accent 6"/> </w:LatentStyles> </xml><![endif]--><!-- [if gte mso 10]> <style> /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-parent:""; mso-padding-alt:0mm 5.4pt 0mm 5.4pt; mso-para-margin:0mm; mso-para-margin-bottom:.0001pt; mso-pagination:widow-orphan; font-size:10.0pt; font-family:"Times New Roman",serif;} </style> <![endif]--><span style="font-family: verdana, geneva, sans-serif; font-size: 10pt;"><span dir="RTL" lang="AR-SA" style="font-family: 'B Nazanin';">روش&zwnj;های مختلفی جهت مدل&zwnj;سازی پنل&zwnj;های خورشیدی ارائه شده است؛ اما مدل&zwnj;سازی نیروگاه خورشیدی با استفاده از آنها با چالش&zwnj;هایی همراه می&zwnj;باشد. مدل&zwnj;سازی در روش&zwnj;های مبتنی بر مدار معادل، وابسته به داده&zwnj;های کارخانه سازنده است که با گذر زمان تغییر می&zwnj;کنند. مدل&zwnj;سازی مشخصه ولتاژ</span><span dir="RTL" lang="AR-SA" style="font-family: 'Arial', sans-serif;">&ndash;</span><span dir="RTL" lang="AR-SA" style="font-family: 'B Nazanin';"> جریان با استفاده از روش&zwnj;های هوشمند مانند شبکه عصبی به علت دقت پایین مدل&zwnj;سازی کمتر مورد توجه قرار گرفت. در این مقاله، روشی مستقل از داده&zwnj;های کارخانه سازنده جهت مدل&zwnj;سازی نیروگاه خورشیدی ارائه می&zwnj;شود؛ چنان که امکان مدل&zwnj;سازی دقیق نیروگاه&zwnj;های خورشیدی چند سال نصب&zwnj;شده نیز فراهم می&zwnj;باشد. روش پیشنهادی شامل دو مرحله است؛ در مرحله اول ولتاژ مدار باز، نقطه حداکثر توان و جریان اتصال کوتاه برحسب شرایط جوی با استفاده از شبکه عصبی مدل می&zwnj;شوند. در مرحله دوم پارامترهای مجهول مدار معادل توسط روابط تحلیل مداری و با استفاده از خروجی&zwnj;های شبکه عصبی تعیین می&zwnj;شوند. نهایتاً جهت ارزیابی روش پیشنهادی، مدل&zwnj;سازی یک نیروگاه خورشیدی 3 کیلووات انجام شد که نتایج، دقت مناسب روش پیشنهادی جهت مدل&zwnj;سازی نیروگاه خورشیدی را نشان می&zwnj;دهند.</span></span></p> http://ijece.org/fa/Article/Download/43718