<?xml version="1.0" encoding="utf-8"?>
<journal>
<title>Quarterely Energy Economics Review</title>
<title_fa>فصلنامه مطالعات اقتصاد انرژي</title_fa>
<short_title>QEER</short_title>
<subject>Literature &amp; Humanities</subject>
<web_url>http://iiesj.ir</web_url>
<journal_hbi_system_id>1</journal_hbi_system_id>
<journal_hbi_system_user>admin</journal_hbi_system_user>
<journal_id_issn>1735-1626</journal_id_issn>
<journal_id_issn_online></journal_id_issn_online>
<journal_id_pii>8</journal_id_pii>
<journal_id_doi>7</journal_id_doi>
<journal_id_iranmedex></journal_id_iranmedex>
<journal_id_magiran></journal_id_magiran>
<journal_id_sid>14</journal_id_sid>
<journal_id_nlai>8888</journal_id_nlai>
<journal_id_science>13</journal_id_science>
<language>fa</language>
<pubdate>
	<type>jalali</type>
	<year>1393</year>
	<month>3</month>
	<day>1</day>
</pubdate>
<pubdate>
	<type>gregorian</type>
	<year>2014</year>
	<month>6</month>
	<day>1</day>
</pubdate>
<volume>10</volume>
<number>40</number>
<publish_type>online</publish_type>
<publish_edition>1</publish_edition>
<article_type>fulltext</article_type>
<articleset>
	<article>


	<language>fa</language>
	<article_id_doi></article_id_doi>
	<title_fa>برآورد ارزش اقتصادی تنظیم زاویه‌ی تیلت پنل‌های خورشیدی بر مقدار بهینه با استفاده از داده‌های سنجش از دور</title_fa>
	<title>Estimating Economic Value of Adjustment of the Tilt Angle of Solar Panels to the Optimum Angle Using Remote Sensing Data</title>
	<subject_fa>نفت و بازارهاي نفتي</subject_fa>
	<subject>Oil-Market</subject>
	<content_type_fa>مقاله</content_type_fa>
	<content_type>paper</content_type>
	<abstract_fa>&lt;!--stripped--&gt;&lt;o:officedocumentsettings&gt; &lt;o:relyonvml&gt; &lt;o:allowpng&gt; &lt;/o:allowpng&gt;&lt;/o:relyonvml&gt;&lt;/o:officedocumentsettings&gt;

&lt;p&gt;&lt;!--stripped--&gt;&lt;/p&gt;

&lt;p class=&quot;02&quot; dir=&quot;rtl&quot; style=&quot;line-height: 75%&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-family: &quot;&gt;برآورد ارزش اقتصادی تنظیم زاویه‌ی تیلت پنل‌های خورشیدی بر مقدار بهینه با استفاده از داده‌های &lt;span&gt; &lt;/span&gt;سنجش از دور&lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;03&quot; dir=&quot;rtl&quot; style=&quot;line-height: 75%&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-family: &quot;&gt;علی درویشی بلورانی&lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;04&quot; dir=&quot;rtl&quot; style=&quot;text-align: center line-height: 75% direction: rtl unicode-bidi: embed&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt line-height: 75% font-family: &quot;&gt;استادیار گروه کارتوگرافی، دانشکده‌ی جغرافیا، دانشگاه تهران و مرکز سنجش از دور و &lt;/span&gt;&lt;span dir=&quot;ltr&quot;&gt;GIS&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt line-height: 75% font-family: &quot;&gt; دانشگاه تهران &lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt line-height: 75% font-family: &quot;&gt;(&lt;/span&gt;&lt;span dir=&quot;ltr&quot;&gt;UT-RGC&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt line-height: 75% font-family: &quot;&gt;)&lt;/span&gt;&lt;span dir=&quot;ltr&quot;&gt;ali.darvishi@ut.ac.ir &lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;03&quot; dir=&quot;rtl&quot; style=&quot;line-height: 75%&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-family: &quot;&gt;هادی پاک طینت&lt;/span&gt;&lt;a href=&quot;#_ftn1&quot; name=&quot;_ftnref1&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;span lang=&quot;FA&quot; style=&quot;font-size: 1pt line-height: 75%&quot;&gt;&lt;span dir=&quot;ltr&quot;&gt;&lt;span class=&quot;MsoFootnoteReference&quot;&gt;&lt;b&gt;&lt;span style=&quot;font-size: 1pt&quot;&gt;[1]&lt;/span&gt;&lt;/b&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/a&gt;&lt;sup&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 13pt line-height: 75% font-family: &quot;&gt;*&lt;/span&gt;&lt;/sup&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-family: &quot;&gt; &lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;04&quot; dir=&quot;rtl&quot; style=&quot;text-align: center line-height: 75% direction: rtl unicode-bidi: embed&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt line-height: 75% font-family: &quot;&gt;کارشناس ارشد سنجش از دور و سیستم اطلاعات جغرافیایی، دانشگاه&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt line-height: 75% font-family: &quot;&gt; تهران&lt;/span&gt;&lt;span dir=&quot;ltr&quot;&gt;hpaktinat@ut.ac.ir &lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;03&quot; dir=&quot;rtl&quot; style=&quot;line-height: 75%&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-family: &quot;&gt;آرش ابراهیمی&lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;04&quot; dir=&quot;rtl&quot; style=&quot;text-align: center line-height: 75% direction: rtl unicode-bidi: embed&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt line-height: 75% font-family: &quot;&gt;کارشناس ارشد اقتصاد انرژی،&lt;span&gt; &lt;/span&gt;&lt;/span&gt;&lt;span dir=&quot;ltr&quot;&gt;a.ebrahimi.g@gmail.com&lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;04&quot; dir=&quot;rtl&quot; style=&quot;text-align: center direction: rtl unicode-bidi: embed&quot;&gt;&lt;span b=&quot;&quot; font-weight:=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt font-family: &quot;&gt;تاریخ دریافت: 19/06/91&lt;span&gt; &lt;/span&gt;&lt;span&gt; &lt;/span&gt;تاریخ پذیرش: 10/04/92&lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;h1 dir=&quot;rtl&quot; style=&quot;line-height: 75%&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 13pt line-height: 75% font-family: &quot;&gt;چکیده &lt;/span&gt;&lt;/h1&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;a&quot; dir=&quot;rtl&quot; style=&quot;line-height: 80%&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;با توجه به کاهش منابع سوخت­های فسیلی و افزایش روزافزون آلودگی­های ناشی از آن&lt;/span&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;FA&quot; style=&quot;line-height: 80%&quot;&gt;‎&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;ها، استفاده از سلول‌های خورشیدی روز به روز در حال افزایش است. یکی از نکته­های کلیدی در راه اندازی و نصب این پنل­ها، زاویه قرار­گیری این صفحات نسبت به سطح افق است که می‌تواند در بازدهی سیستم بسیار مؤثر باشد . هدف از این مطالعه ارائه&lt;/span&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;FA&quot; style=&quot;line-height: 80%&quot;&gt;‎&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;ی راهکاری برای تنظیم بهینه زاویه قرارگیری پنل­های خورشیدی نسبت به سطح افق با بهره­گیری از داده­های سنجش از دور می­باشد. در همین راستا سه استان هرمزگان، یزد و اردبیل به ترتیب به عنوان نماینده مناطق جنوبی، مرکزی و شمالی به عنوان پایلوت انتخاب شدند. در مرحله اول داده­های پردازش شده&lt;/span&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;FA&quot; style=&quot;line-height: 80%&quot;&gt;‎&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;ی تابش، برای تجزیه و تحلیل وارد نرم افزار شد و پایگاه اطلاعاتی تشکیل گردید. در مرحله دوم، از طریق داده­های وارد شده در نرم افزار، لایه­های رقومی ساخته و طبقه‌بندی شد نتایج نشان داد که زاویه‌ی تیلت بهینه پنل­های خورشیدی در ایران همواره کم‌تر از عرض جغرافیایی محل است، به طوری که در منطقه جنوبی زاویه‌ی تیلت بهینه برابر با (( 5/0 الی 5/2) - عرض جغرافیایی)، در منطقه مرکزی برابر با (( 5/1 الی 3) - عرض جغرافیایی) و در منطقه شمالی برابر با (( 4 الی 6) - عرض جغرافیایی) می­باشد. هم‌چنین نتایج نشان داد که با توجه به افزایش 5/5 تا 6 درصدی توان تولید برق، در صورت تنظیم بهینه زاویه‌ی تیلت پنل‌های خورشیدی در یک نیروگاه فتوولتائیک به مساحت 5 کیلومتر مربع (با ارزش سرمایه گذاری تقریبا برابر با 3 میلیون یورو (&lt;/span&gt;&lt;span class=&quot;bold&quot;&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;EN-GB&quot;&gt;Sunvoltenergy Sp., 2013&lt;/span&gt;&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;))&lt;span&gt; &lt;/span&gt;سالانه حداقل &lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 14pt line-height: 80% font-family: &quot;&gt;11250&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt; میلیون ریال&lt;span&gt; &lt;/span&gt;نسبت به حالتی که زاویه‌ی تیلت پنل­های خورشیدی مساوی با عرض جغرافیایی محل قرار داده شود، منافع بیش‌تری عاید می‌شود.&lt;span&gt; &lt;/span&gt;&lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;a&quot; dir=&quot;rtl&quot; style=&quot;line-height: 80%&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;طبقه بندی &lt;/span&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;EN-GB&quot;&gt;:&lt;b&gt;JEL&lt;/b&gt;&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;EN-GB&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt; &lt;/span&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;EN-GB&quot;&gt;A10 , A19 , A30&lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;p class=&quot;a&quot; dir=&quot;rtl&quot; style=&quot;line-height: 80%&quot;&gt;&lt;b&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;کلید واژه:&lt;/span&gt;&lt;/b&gt;&lt;span b=&quot;&quot; lang=&quot;AR-SA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt; زاویه‌ی &lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;تیلت،&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt; &lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;فتوولتائیک، اقتصاد، &lt;span&gt; &lt;/span&gt;تنظیم بهینه&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;، &lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;سنجش&lt;/span&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;EN-GB&quot;&gt;­&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;EN-GB&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt; &lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;از &lt;/span&gt;&lt;span dir=&quot;ltr&quot; lang=&quot;EN-GB&quot;&gt;­&lt;/span&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt line-height: 80% font-family: &quot;&gt;دور&lt;/span&gt;&lt;/p&gt;

&lt;p&gt;&lt;/p&gt;

&lt;div&gt; 
&lt;hr align=&quot;left&quot; size=&quot;1&quot; width=&quot;33%&quot; &gt;
&lt;div id=&quot;ftn1&quot;&gt;
&lt;p class=&quot;MsoFootnoteText&quot; dir=&quot;rtl&quot;&gt;&lt;span b=&quot;&quot; lang=&quot;FA&quot; style=&quot;font-size: 10pt font-family: &quot;&gt;*- نویسنده مسئول&lt;/span&gt;&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;

&lt;p&gt;&lt;!--stripped--&gt;&lt;!--stripped--&gt;&lt;w:view&gt;Normal&lt;/w:view&gt; &lt;w:zoom&gt;0&lt;/w:zoom&gt; &lt;w:trackmoves&gt; &lt;w:trackformatting&gt; &lt;w:punctuationkerning&gt; &lt;w:validateagainstschemas&gt; &lt;w:saveifxmlinvalid&gt;false&lt;/w:saveifxmlinvalid&gt; &lt;w:ignoremixedcontent&gt;false&lt;/w:ignoremixedcontent&gt; &lt;w:alwaysshowplaceholdertext&gt;false&lt;/w:alwaysshowplaceholdertext&gt; &lt;w:donotpromoteqf&gt; &lt;w:lidthemeother&gt;EN-US&lt;/w:lidthemeother&gt; &lt;w:lidthemeasian&gt;X-NONE&lt;/w:lidthemeasian&gt; &lt;w:lidthemecomplexscript&gt;AR-SA&lt;/w:lidthemecomplexscript&gt; &lt;w:compatibility&gt; &lt;w:breakwrappedtables&gt; &lt;w:snaptogridincell&gt; &lt;w:wraptextwithpunct&gt; &lt;w:useasianbreakrules&gt; &lt;w:dontgrowautofit&gt; &lt;w:splitpgbreakandparamark&gt; &lt;w:enableopentypekerning&gt; &lt;w:dontflipmirrorindents&gt; &lt;w:overridetablestylehps&gt; &lt;/w:overridetablestylehps&gt;&lt;/w:dontflipmirrorindents&gt;&lt;/w:enableopentypekerning&gt;&lt;/w:splitpgbreakandparamark&gt;&lt;/w:dontgrowautofit&gt;&lt;/w:useasianbreakrules&gt;&lt;/w:wraptextwithpunct&gt;&lt;/w:snaptogridincell&gt;&lt;/w:breakwrappedtables&gt;&lt;/w:compatibility&gt; &lt;m:mathpr&gt; &lt;m:mathfont m:val=&quot;Cambria Math&quot;&gt; &lt;m:brkbin m:val=&quot;before&quot;&gt; &lt;m:brkbinsub m:val=&quot;--&quot;&gt; &lt;m:smallfrac m:val=&quot;off&quot;&gt; &lt;m:dispdef&gt; &lt;m:lmargin m:val=&quot;0&quot;&gt; &lt;m:rmargin m:val=&quot;0&quot;&gt; &lt;m:defjc m:val=&quot;centerGroup&quot;&gt; &lt;m:wrapindent m:val=&quot;1440&quot;&gt; &lt;m:intlim m:val=&quot;subSup&quot;&gt; &lt;m:narylim m:val=&quot;undOvr&quot;&gt; &lt;/m:narylim&gt;&lt;/m:intlim&gt;&lt;/m:wrapindent&gt;&lt;/m:defjc&gt;&lt;/m:rmargin&gt;&lt;/m:lmargin&gt;&lt;/m:dispdef&gt;&lt;/m:smallfrac&gt;&lt;/m:brkbinsub&gt;&lt;/m:brkbin&gt;&lt;/m:mathfont&gt;&lt;/m:mathpr&gt; &lt;!--stripped--&gt;&lt;!--stripped--&gt; &lt;w:latentstyles deflockedstate=&quot;false&quot; defpriority=&quot;99&quot; defqformat=&quot;false&quot; defsemihidden=&quot;true&quot; defunhidewhenused=&quot;true&quot; latentstylecount=&quot;267&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Normal&quot; priority=&quot;0&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 1&quot; priority=&quot;9&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 2&quot; priority=&quot;9&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 3&quot; priority=&quot;9&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 4&quot; priority=&quot;9&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 5&quot; priority=&quot;9&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 6&quot; priority=&quot;9&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 7&quot; priority=&quot;9&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 8&quot; priority=&quot;9&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;heading 9&quot; priority=&quot;9&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 1&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 2&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 3&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 4&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 5&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 6&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 7&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 8&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;toc 9&quot; priority=&quot;39&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;footnote text&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;caption&quot; priority=&quot;35&quot; qformat=&quot;true&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Title&quot; priority=&quot;10&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Default Paragraph Font&quot; priority=&quot;1&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Subtitle&quot; priority=&quot;11&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Strong&quot; priority=&quot;22&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Emphasis&quot; priority=&quot;20&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Table Grid&quot; priority=&quot;59&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Placeholder Text&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;No Spacing&quot; priority=&quot;1&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Shading&quot; priority=&quot;60&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light List&quot; priority=&quot;61&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Grid&quot; priority=&quot;62&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 1&quot; priority=&quot;63&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 2&quot; priority=&quot;64&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 1&quot; priority=&quot;65&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 2&quot; priority=&quot;66&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 1&quot; priority=&quot;67&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 2&quot; priority=&quot;68&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 3&quot; priority=&quot;69&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Dark List&quot; priority=&quot;70&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Shading&quot; priority=&quot;71&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful List&quot; priority=&quot;72&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Grid&quot; priority=&quot;73&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Shading Accent 1&quot; priority=&quot;60&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light List Accent 1&quot; priority=&quot;61&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Grid Accent 1&quot; priority=&quot;62&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 1 Accent 1&quot; priority=&quot;63&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 2 Accent 1&quot; priority=&quot;64&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 1 Accent 1&quot; priority=&quot;65&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Revision&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;List Paragraph&quot; priority=&quot;34&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Quote&quot; priority=&quot;29&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Intense Quote&quot; priority=&quot;30&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 2 Accent 1&quot; priority=&quot;66&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 1 Accent 1&quot; priority=&quot;67&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 2 Accent 1&quot; priority=&quot;68&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 3 Accent 1&quot; priority=&quot;69&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Dark List Accent 1&quot; priority=&quot;70&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Shading Accent 1&quot; priority=&quot;71&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful List Accent 1&quot; priority=&quot;72&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Grid Accent 1&quot; priority=&quot;73&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Shading Accent 2&quot; priority=&quot;60&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light List Accent 2&quot; priority=&quot;61&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Grid Accent 2&quot; priority=&quot;62&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 1 Accent 2&quot; priority=&quot;63&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 2 Accent 2&quot; priority=&quot;64&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 1 Accent 2&quot; priority=&quot;65&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 2 Accent 2&quot; priority=&quot;66&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 1 Accent 2&quot; priority=&quot;67&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 2 Accent 2&quot; priority=&quot;68&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 3 Accent 2&quot; priority=&quot;69&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Dark List Accent 2&quot; priority=&quot;70&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Shading Accent 2&quot; priority=&quot;71&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful List Accent 2&quot; priority=&quot;72&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Grid Accent 2&quot; priority=&quot;73&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Shading Accent 3&quot; priority=&quot;60&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light List Accent 3&quot; priority=&quot;61&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Grid Accent 3&quot; priority=&quot;62&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 1 Accent 3&quot; priority=&quot;63&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 2 Accent 3&quot; priority=&quot;64&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 1 Accent 3&quot; priority=&quot;65&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 2 Accent 3&quot; priority=&quot;66&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 1 Accent 3&quot; priority=&quot;67&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 2 Accent 3&quot; priority=&quot;68&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 3 Accent 3&quot; priority=&quot;69&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Dark List Accent 3&quot; priority=&quot;70&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Shading Accent 3&quot; priority=&quot;71&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful List Accent 3&quot; priority=&quot;72&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Grid Accent 3&quot; priority=&quot;73&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Shading Accent 4&quot; priority=&quot;60&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light List Accent 4&quot; priority=&quot;61&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Grid Accent 4&quot; priority=&quot;62&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 1 Accent 4&quot; priority=&quot;63&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 2 Accent 4&quot; priority=&quot;64&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 1 Accent 4&quot; priority=&quot;65&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 2 Accent 4&quot; priority=&quot;66&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 1 Accent 4&quot; priority=&quot;67&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 2 Accent 4&quot; priority=&quot;68&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 3 Accent 4&quot; priority=&quot;69&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Dark List Accent 4&quot; priority=&quot;70&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Shading Accent 4&quot; priority=&quot;71&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful List Accent 4&quot; priority=&quot;72&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Grid Accent 4&quot; priority=&quot;73&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Shading Accent 5&quot; priority=&quot;60&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light List Accent 5&quot; priority=&quot;61&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Grid Accent 5&quot; priority=&quot;62&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 1 Accent 5&quot; priority=&quot;63&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 2 Accent 5&quot; priority=&quot;64&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 1 Accent 5&quot; priority=&quot;65&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 2 Accent 5&quot; priority=&quot;66&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 1 Accent 5&quot; priority=&quot;67&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 2 Accent 5&quot; priority=&quot;68&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 3 Accent 5&quot; priority=&quot;69&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Dark List Accent 5&quot; priority=&quot;70&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Shading Accent 5&quot; priority=&quot;71&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful List Accent 5&quot; priority=&quot;72&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Grid Accent 5&quot; priority=&quot;73&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Shading Accent 6&quot; priority=&quot;60&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light List Accent 6&quot; priority=&quot;61&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Light Grid Accent 6&quot; priority=&quot;62&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 1 Accent 6&quot; priority=&quot;63&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Shading 2 Accent 6&quot; priority=&quot;64&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 1 Accent 6&quot; priority=&quot;65&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium List 2 Accent 6&quot; priority=&quot;66&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 1 Accent 6&quot; priority=&quot;67&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 2 Accent 6&quot; priority=&quot;68&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Medium Grid 3 Accent 6&quot; priority=&quot;69&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Dark List Accent 6&quot; priority=&quot;70&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Shading Accent 6&quot; priority=&quot;71&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful List Accent 6&quot; priority=&quot;72&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Colorful Grid Accent 6&quot; priority=&quot;73&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Subtle Emphasis&quot; priority=&quot;19&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Intense Emphasis&quot; priority=&quot;21&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Subtle Reference&quot; priority=&quot;31&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Intense Reference&quot; priority=&quot;32&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; name=&quot;Book Title&quot; priority=&quot;33&quot; qformat=&quot;true&quot; semihidden=&quot;false&quot; unhidewhenused=&quot;false&quot;&gt; &lt;w:lsdexception locked=&quot;false&quot; 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&lt;div class=&quot;WordSection1&quot;&gt;
&lt;h1 style=&quot;text-align: justify direction: ltr unicode-bidi: embed&quot;&gt;Abstract&lt;/h1&gt;

&lt;p class=&quot;a&quot; style=&quot;text-align: justify direction: ltr unicode-bidi: embed&quot;&gt;&lt;span lang=&quot;EN-GB&quot;&gt;Given dwindling fossil fuel resources and the rise of pollution caused by them, the use of solar cells is increasing day by day&lt;/span&gt;&lt;span&gt;.&lt;/span&gt;&lt;span b=&quot;&quot; dir=&quot;rtl&quot; style=&quot;font-size: 12pt font-family: &quot;&gt; &lt;/span&gt;&lt;span lang=&quot;EN-GB&quot;&gt;One of the key points that affect the efficiency of solar panels is their placement angle.&lt;/span&gt;&lt;span b=&quot;&quot; dir=&quot;rtl&quot; lang=&quot;EN-GB&quot; style=&quot;font-size: 12pt font-family: &quot;&gt; &lt;/span&gt;&lt;span lang=&quot;EN-GB&quot;&gt;The aim of this study is to assess how use of remote sensing data can assist in optimizing the &lt;a name=&quot;OLE_LINK1&quot;&gt;&lt;/a&gt;&lt;a name=&quot;OLE_LINK2&quot;&gt;&lt;span&gt;placement &lt;/span&gt;&lt;/a&gt;angle of solar panels relative to the level of the &lt;/span&gt;&lt;span lang=&quot;EN-GB&quot;&gt;horizon.&lt;/span&gt;&lt;span dir=&quot;rtl&quot; lang=&quot;FA&quot;&gt; The study uses data&lt;span&gt; &lt;/span&gt;available for&lt;/span&gt;&lt;span b=&quot;&quot; dir=&quot;rtl&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt font-family: &quot;&gt; &lt;/span&gt;&lt;span lang=&quot;EN-GB&quot;&gt;&lt;span&gt; &lt;/span&gt;the three provinces of Kerman, Yazd and Ardebil respectively as representative of the South, Central and Northern regions of the country. &lt;/span&gt;&lt;span b=&quot;&quot; dir=&quot;rtl&quot; lang=&quot;EN-GB&quot; style=&quot;font-size: 12pt font-family: &quot;&gt;&lt;span&gt; &lt;/span&gt;&lt;/span&gt;&lt;span lang=&quot;EN-GB&quot;&gt;The results indicate that the optimal tilt angle of solar panels in Iran has always been less than the latitude of the location.&lt;span&gt; &lt;/span&gt;&lt;span&gt; &lt;/span&gt;The optimum angle of tilt in the South is ((0.5 to 2.5)-latitude), while it is ((1.5 to 3) latitude)) in the central region and ((4 to 6)-latitude in the northern area.&lt;/span&gt;&lt;span b=&quot;&quot; dir=&quot;rtl&quot; lang=&quot;EN-GB&quot; style=&quot;font-size: 12pt font-family: &quot;&gt; &lt;/span&gt;&lt;span lang=&quot;EN-GB&quot;&gt;The results imply that if the tilt angle of solar panels in a photovoltaic power plant with an area of 5 square kilometers (With nearly 3 million Euro investments) is optimized there will be an annual saving of at least 11.250 million Rails&lt;/span&gt;&lt;span b=&quot;&quot; dir=&quot;rtl&quot; lang=&quot;FA&quot; style=&quot;font-size: 12pt font-family: &quot;&gt;.&lt;/span&gt;&lt;/p&gt;

&lt;p class=&quot;a&quot; style=&quot;text-align: justify direction: ltr unicode-bidi: embed&quot;&gt;&lt;b&gt;&lt;span lang=&quot;EN-GB&quot;&gt;JEL Classification:&lt;/span&gt;&lt;/b&gt;&lt;span lang=&quot;EN-GB&quot;&gt; A10, A19, A30&lt;/span&gt;&lt;/p&gt;

&lt;p class=&quot;a&quot; style=&quot;text-align: justify direction: ltr unicode-bidi: embed&quot;&gt;&lt;b&gt;&lt;span lang=&quot;EN-GB&quot;&gt;Keyword: &lt;/span&gt;&lt;/b&gt;&lt;span lang=&quot;EN-GB&quot;&gt;Tilt Angle, Photovoltaic, Economy, Optimization, Remote Sensing.&lt;/span&gt;&lt;/p&gt;
&lt;/div&gt;

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</abstract>
	<keyword_fa>زاویه‌ی تیلت, فتوولتائیک, اقتصاد,  تنظیم بهینه, سنجش‌ از ‌دور</keyword_fa>
	<keyword> Tilt Angle, Photovoltaic, Economy, Optimization, Remote Sensing.</keyword>
	<start_page>95</start_page>
	<end_page>109</end_page>
	<web_url>http://iiesj.ir/browse.php?a_code=A-10-35-3&amp;slc_lang=fa&amp;sid=1</web_url>


<author_list>
	<author>
	<first_name>آرش</first_name>
	<middle_name></middle_name>
	<last_name>ابراهیمی</last_name>
	<suffix></suffix>
	<first_name_fa>هادی</first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa>پاک طینت</last_name_fa>
	<suffix_fa></suffix_fa>
	<email>hpaktinat@ut.ac.ir </email>
	<code>10031947532846001749</code>
	<orcid>10031947532846001749</orcid>
	<coreauthor>Yes
</coreauthor>
	<affiliation></affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


	<author>
	<first_name></first_name>
	<middle_name></middle_name>
	<last_name></last_name>
	<suffix></suffix>
	<first_name_fa>علی </first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa>درویش بلورانی</last_name_fa>
	<suffix_fa></suffix_fa>
	<email></email>
	<code>10031947532846001750</code>
	<orcid>10031947532846001750</orcid>
	<coreauthor>No</coreauthor>
	<affiliation></affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


</author_list>


	</article>
</articleset>
</journal>
