{"id":104986,"date":"2019-12-20T16:16:50","date_gmt":"2019-12-20T13:16:50","guid":{"rendered":"https:\/\/www.enerjigazetesi.ist\/?p=104986"},"modified":"2019-12-20T16:35:39","modified_gmt":"2019-12-20T13:35:39","slug":"elektrik-piyasasi-istatistiksel-analizi-19-12-2019","status":"publish","type":"post","link":"https:\/\/www.enerjigazetesi.ist\/en\/elektrik-piyasasi-istatistiksel-analizi-19-12-2019\/","title":{"rendered":"(Turkish) Elektrik Piyasas\u0131 \u0130statistiksel Analizi \u2013 ( 19.12.2019 )"},"content":{"rendered":"

Sorry, this entry is only available in Turkish<\/a>. For the sake of viewer convenience, the content is shown below in the alternative language. You may click the link to switch the active language.<\/p>

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\u00d6ne \u00e7\u0131kan elektrik sekt\u00f6r\u00fc piyasas\u0131na dair g\u00fcncel haberler \u015fu \u015fekildedir;<\/span><\/h1>\n

– Borusan ENBW Enerji Genel M\u00fcd\u00fcr\u00fc Mehmet Acarla Bloomberg HT’ye 2020<\/strong> sonunda yat\u0131r\u0131mlar\u0131 olan 2<\/strong> tesisin devreye girece\u011fini s\u00f6yledi.<\/h1>\n

– \u0130zmir\u2019in Alia\u011fa il\u00e7esine ba\u011fl\u0131 Yeni \u015eakran Mahallesi\u2019ne Aral\u0131k ay\u0131 itibariyle do\u011falgaz verilmeye ba\u015fland\u0131.<\/h1>\n

– Denizcilik sekt\u00f6r\u00fc, karbon sal\u0131m\u0131n\u0131n azalt\u0131lmas\u0131na yard\u0131mc\u0131 olacak teknolojilerin geli\u015ftirilmesi i\u00e7in 5<\/strong> milyar dolarl\u0131k ara\u015ft\u0131rma fonu \u00f6nerdi.<\/h1>\n

– Almanya Ba\u015fbakan\u0131 Angela Merkel, ABD\u2019nin kendi egemenlik alan\u0131 d\u0131\u015f\u0131ndaki\u00a0Kuzey Ak\u0131m 2<\/strong>\u2019ye yapt\u0131r\u0131m karar\u0131 alma giri\u015fimlerini kabul etmediklerini ancak kar\u015f\u0131 yapt\u0131r\u0131mlar\u0131n da s\u00f6z konusu olmad\u0131\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131.<\/h1>\n

– Rusya\u2019dan Ukrayna\u2019ya gaz sat\u0131\u015f\u0131 ile ilgili ba\u015flayan pazarl\u0131klarda olas\u0131 anla\u015fman\u0131n 1<\/strong> Ocak\u2019tan \u00f6nce ger\u00e7ekle\u015fmesinin m\u00fcmk\u00fcn olmad\u0131\u011f\u0131 kaydedildi.<\/h1>\n

G\u00fcn \u00f6ncesi elektrik piyasas\u0131nda yar\u0131n i\u00e7in olu\u015fan megavat saat (MWh)<\/strong> ba\u015f\u0131na piyasa takas fiyat\u0131 ortalamas\u0131 310<\/strong>.94<\/strong> TL olarak belirlendi. Fiyatlardaki da\u011f\u0131l\u0131ma bak\u0131ld\u0131\u011f\u0131nda, g\u00fcn\u00fcn maksimum fiyat\u0131 \"\"327<\/strong>.99<\/strong> TL\/MWh olarak 09<\/strong>:00<\/strong> – 10<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 268<\/strong>.99<\/strong> TL\/MWh olarak 04<\/strong>:00<\/strong> – 05<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda ger\u00e7ekle\u015fti. Puant saatlerde (17<\/strong>:00<\/strong> – 22<\/strong>:00<\/strong>) ortalama piyasa takas fiyat\u0131 ise 318<\/strong>.28<\/strong> TL\/MWh olarak hesaplanabilmektedir.<\/p>\n

Bir \u00f6nceki g\u00fcn ile k\u0131yasland\u0131\u011f\u0131nda ortalama piyasa takas fiyat\u0131nda –5<\/strong>.64<\/strong> TL d\u00fc\u015f\u00fc\u015f g\u00f6zlemlenmektedir. Kesinle\u015fmi\u015f G\u00fcnl\u00fck \u00dcretim Plan\u0131 (KG\u00dcP)<\/strong> verilerine bak\u0131ld\u0131\u011f\u0131nda termik enerji dahilinde do\u011fal gaz % 28<\/strong>, linyit % 19<\/strong>, ithal k\u00f6m\u00fcr % 23<\/strong> oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenirken, yenilenebilir enerji dahilinde ise hidro % 21<\/strong>, r\u00fczgar % 4<\/strong>, jeotermal % 3<\/strong> oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenmektedir. Bununla birlikte fiyatlardaki d\u00fc\u015f\u00fc\u015f, hafta i\u00e7i t\u00fcketim talebindeki d\u00fc\u015f\u00fc\u015f ve \u00fcretimin a\u011f\u0131rl\u0131kl\u0131 olarak do\u011fal gaz santrallerinde beklenmesi<\/strong> ile a\u00e7\u0131klanabilmektedir. Yar\u0131n i\u00e7in planlanan \u00fcretim bazl\u0131 Kesinle\u015fmi\u015f G\u00fcnl\u00fck \u00dcretim Plan\u0131 (KG\u00dcP)<\/strong> a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

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Tahminleme Modeli* analizi sonucu ortalama piyasa takas fiyat\u0131 308<\/strong>.86<\/strong> TL\/MWh ve ortalama t\u00fcketim 34,180<\/strong> MWh olarak \u00f6ng\u00f6r\u00fclmektedir. Modelin piyasa takas fiyat\u0131na dair ba\u015far\u0131 oran\u0131 g\u00fcnl\u00fck % 65<\/strong>, t\u00fcketime dair ba\u015far\u0131 oran\u0131** ise g\u00fcnl\u00fck % 98<\/strong> olarak hesaplan\u0131rken, bug\u00fcne kadar yap\u0131lan piyasa takas fiyat\u0131na dair analizlere g\u00f6re ba\u015far\u0131 oran\u0131 % 91<\/strong>, t\u00fcketime dair ba\u015far\u0131 oran\u0131 ise % 94<\/strong> olarak hesaplanmaktad\u0131r. Saatlik yar\u0131n i\u00e7in olu\u015fan ve tahmin edilen piyasa takas fiyatlar\u0131 ile haftal\u0131k bazda tahmin edilen ve ger\u00e7ekle\u015ftik\u00e7e yer alacak g\u00fcnl\u00fck ortalama t\u00fcketim de\u011ferleri a\u015fa\u011f\u0131daki grafiklerde yer almaktad\u0131r.<\/p>\n

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Yar\u0131ndan sonraki g\u00fcn i\u00e7in olu\u015facak ortalama piyasa takas fiyat\u0131 280<\/strong>.34<\/strong> TL\/MWH olarak tahmin edilmektedir. Buna ba\u011fl\u0131 olarak g\u00fcn\u00fcn maksimum fiyat\u0131 316<\/strong>.93<\/strong> TL\/MWh olarak 11<\/strong>:00<\/strong> – 12<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 169<\/strong>.99<\/strong> TL\/MWh olarak 05<\/strong>:00<\/strong> – 06<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda ger\u00e7ekle\u015fece\u011fi \u00f6ng\u00f6r\u00fclmektedir. Puant saatlerde (17<\/strong>:00<\/strong> – 22<\/strong>:00<\/strong>) tahmini ortalama piyasa takas fiyat\u0131 ise 307<\/strong>.19<\/strong> TL\/MWh olarak hesaplanabilmektedir. Saatlik olu\u015facak piyasa takas fiyat\u0131 tahminleri a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

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Organize Toptan Do\u011fal Gaz Sat\u0131\u015f Piyasas\u0131 (OTSP) dahilinde 01<\/strong>.12<\/strong>.2019<\/strong> \u2013 19<\/strong>.12<\/strong>.2019<\/strong> tarihleri aras\u0131 ortalama Gaz Referans Fiyat\u0131 (GRF) 1,420<\/strong>.72<\/strong> TL\/1000<\/strong> sm3<\/strong> olarak belirlenirken, ayn\u0131 tarihler aras\u0131nda toplam ger\u00e7ekle\u015fen e\u015fle\u015fmelerin miktar\u0131 ise 62,325<\/strong> x1000<\/strong> sm3<\/strong> olarak belirlendi. \u0130lgili tarihler aras\u0131nda g\u00fcnl\u00fck Gaz Referans Fiyat\u0131 (GRF) ile E\u015fle\u015fme Miktar\u0131 verileri a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

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*Tahminleme Modeli; istatistiksel tahminleme metodu olan SARIMA (Seasonal Autoregressive Integrated Moving Average)<\/strong> kullan\u0131larak MATLAB yaz\u0131l\u0131m geli\u015ftirme platformunda<\/strong> haz\u0131rlanm\u0131\u015ft\u0131r. Model ve di\u011fer t\u00fcm kullan\u0131lan veriler dahilinde girdi verileri olarak EP\u0130A\u015e \u015eeffafl\u0131k Platformunda<\/strong> g\u00fcnl\u00fck yay\u0131nlanan piyasa takas fiyatlar\u0131 ve ger\u00e7ekle\u015fen t\u00fcketim verileri kullan\u0131lmaktad\u0131r. Model ile ilgili detayl\u0131 bilgi alabilmek i\u00e7in l\u00fctfen ileti\u015fime ge\u00e7iniz.<\/em><\/p>\n

**T\u00fcketime Dair Ba\u015far\u0131 Oran\u0131;<\/strong> t\u00fcketim baz\u0131nda yap\u0131lan haftal\u0131k tahminlerde Pazar g\u00fcnleri yay\u0131nlanan raporda hen\u00fcz ger\u00e7ekle\u015fen veri olmad\u0131\u011f\u0131 i\u00e7in Sal\u0131 g\u00fcn\u00fc itibari ile ba\u015far\u0131 oran\u0131 g\u00fcnl\u00fck olarak hesaplanarak, raporda g\u00fcncellenecektir.<\/em><\/p>\n

T\u00fcmay SOLAK \u2013 Kurum \u0130\u00e7i Giri\u015fimcilik ve Inovasyon Uzman\u0131 \u2013\u00a0tumay.solak@enerjigazetesi.ist<\/a><\/p>","protected":false},"excerpt":{"rendered":"

Sorry, this entry is only available in Turkish. For the sake of viewer convenience, the content is shown below in the alternative language. You may click the link to switch the active language. \u00d6ne \u00e7\u0131kan elektrik sekt\u00f6r\u00fc piyasas\u0131na dair g\u00fcncel haberler \u015fu \u015fekildedir; – Borusan ENBW Enerji Genel M\u00fcd\u00fcr\u00fc Mehmet Acarla Bloomberg HT’ye 2020 sonunda […]<\/p>\n","protected":false},"author":1,"featured_media":104988,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[51,53],"tags":[2783,2975,63382,27700,12706,14225,54448,54036,63383,52375,42701,42490,52377,42485,42486,42484,46702,42488,42489,52376,1079,45271,50069,32885,60435,61,34979,57202,53868,36029,53114,5070,343,19638,8304,39373,34980,39661,50387,39426,59050,26353,52674,130,8184,56562,19,42030,52379,54244,53544,52259,56147,4881,32092,422,750,28926,27530,59027,15495,6466,2689,10931,51154,37494,54628,60054,26646,1581,29230,2282,53902,53582,57578,12707,9075,12996,56150,887,63306,885,56906,52378,34977,3733,6854,2629,54979,60052,39351,846,2584,7510,63381,26829,508,46036],"views":258,"_links":{"self":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/104986"}],"collection":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/comments?post=104986"}],"version-history":[{"count":0,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/104986\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media\/104988"}],"wp:attachment":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media?parent=104986"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/categories?post=104986"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/tags?post=104986"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}