{"id":80953,"date":"2018-10-25T23:41:59","date_gmt":"2018-10-25T20:41:59","guid":{"rendered":"https:\/\/www.enerjigazetesi.ist\/?p=80953"},"modified":"2018-10-25T23:41:59","modified_gmt":"2018-10-25T20:41:59","slug":"elektrik-piyasasi-istatistiksel-analizi-24-10-2018","status":"publish","type":"post","link":"https:\/\/www.enerjigazetesi.ist\/en\/elektrik-piyasasi-istatistiksel-analizi-24-10-2018\/","title":{"rendered":"(Turkish) Elektrik Piyasas\u0131 \u0130statistiksel Analizi \u2013 ( 24.10.2018 )"},"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>

\u00d6ne \u00e7\u0131kan piyasaya dair g\u00fcncel haberler \u015f\u00f6yle; Uluslararas\u0131 Enerji Ajans\u0131 (IEA) Ba\u015fkan\u0131 Fatih Birol, hidrojenin k\u00fcresel enerji ge\u00e7i\u015fini destekleyebilece\u011fini ve enerji g\u00fcvenli\u011fini iyile\u015ftirmenin yan\u0131nda karbondioksit sal\u0131m\u0131n\u0131 da azaltabilece\u011fini belirtti, G\u00fcrcistan\u2019\u0131n ilk g\u00fcne\u015f paneli fabrikas\u0131 AE Solar taraf\u0131ndan kuruluyor, \u0130skandinavya\u2019n\u0131n en b\u00fcy\u00fck te\u015fviksiz r\u00fczgar projesi ba\u015fl\u0131yor, \u00c7evreye duyarl\u0131 otellerin elektrik deste\u011fi kald\u0131r\u0131ld\u0131, Kuzey K\u0131br\u0131s T\u00fcrk Cumhuriyeti (KKTC) Ekonomi ve Enerji Bakan\u0131 \u00d6zdil Nami, Akdeniz’deki do\u011fal gaz ve petrol rezervleri hakk\u0131nda bir \u015fey s\u00f6ylemek i\u00e7in \u00e7ok erken oldu\u011funu belirtti, Arnavutluk\u2019ta Trans Adriyatik Boru Hatt\u0131 projesinin offshore aya\u011f\u0131n\u0131n in\u015faat\u0131 ba\u015flad\u0131, Suudi Arabistan kamu petrol \u015firketi Saudi Aramco, 50 milyar dolar de\u011ferinde toplam 15 petrol, do\u011falgaz ve altyap\u0131 projesi i\u00e7in anla\u015fmalar imzalad\u0131.<\/strong><\/p>\n

G\u00fcn \u00f6ncesi elektrik piyasas\u0131nda yar\u0131n i\u00e7in olu\u015fan megavat saat (MWh) ba\u015f\u0131na piyasa takas fiyat\u0131 ortalamas\u0131 305,31 <\/strong>TL olarak belirlendi. Fiyatlardaki da\u011f\u0131l\u0131ma bak\u0131ld\u0131\u011f\u0131nda, g\u00fcn\u00fcn maksimum fiyat\u0131 \"\"354,79<\/strong> TL\/MWh olarak 16:00 \u2013 17:00 <\/strong>saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 174,00 <\/strong>TL\/MWh olarak 02:00 \u2013 03:00 <\/strong>saat aral\u0131\u011f\u0131nda ger\u00e7ekle\u015fti. Puant saatlerde (17:00 – 22:00) ortalama piyasa takas fiyat\u0131 ise 338,29<\/strong> TL\/MWh olarak hesaplanabilmektedir.<\/p>\n

Bir \u00f6nceki g\u00fcn ile k\u0131yasland\u0131\u011f\u0131nda ortalama piyasa takas fiyat\u0131nda 23,73 <\/strong>TL d\u00fc\u015f\u00fc\u015f g\u00f6zlemlenmektedir. Kesinle\u015fmi\u015f G\u00fcnl\u00fck \u00dcretim Plan\u0131 (KG\u00dcP) verilerine bak\u0131ld\u0131\u011f\u0131nda termik enerji dahilinde do\u011fal gaz % 35,<\/strong> linyit % 16<\/strong>, ithal k\u00f6m\u00fcr % 24 <\/strong>oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenirken, yenilenebilir enerji dahilinde ise hidro % 8<\/strong>, r\u00fczgar % 12, <\/strong>jeotermal % 3<\/strong> oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenmektedir. Bununla birlikte fiyatlardaki d\u00fc\u015f\u00fc\u015f, haftai\u00e7i itibariyle<\/strong> t\u00fcketim talebindeki art\u0131\u015fa ra\u011fmen, r\u00fczgar enerji santrallerinde \u00fcretim art\u0131\u015f\u0131 beklentisi <\/strong>ile a\u00e7\u0131klanabilmektedir. Yar\u0131n i\u00e7in planlanan \u00fcretim bazl\u0131 Kesinle\u015fmi\u015f G\u00fcnl\u00fck \u00dcretim Plan\u0131 (KG\u00dcP) a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

\"\"<\/p>\n

Tahminleme Modeli* analizi sonucu ortalama piyasa takas fiyat\u0131 344,24 <\/strong>TL\/MWh ve ortalama t\u00fcketim 29.425<\/strong> MWh olarak \u00f6ng\u00f6r\u00fclmektedir. Modelin piyasa takas fiyat\u0131na dair ba\u015far\u0131 oran\u0131 g\u00fcnl\u00fck % 67<\/strong>, t\u00fcketime dair ba\u015far\u0131 oran\u0131** ise g\u00fcnl\u00fck % 92 <\/strong>olarak hesaplan\u0131rken, bug\u00fcne kadar yap\u0131lan piyasa takas fiyat\u0131na dair analizlere g\u00f6re ba\u015far\u0131 oran\u0131 % 86<\/strong>, t\u00fcketime dair ba\u015far\u0131 oran\u0131 ise % 91<\/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

\"\"<\/p>\n

Yar\u0131ndan sonraki g\u00fcn i\u00e7in olu\u015facak ortalama piyasa takas fiyat\u0131 306,41 <\/strong>TL\/MWH olarak tahmin edilmektedir. Buna ba\u011fl\u0131 olarak g\u00fcn\u00fcn maksimum fiyat\u0131 359,15 <\/strong>TL\/MWh olarak 18:00 \u2013 19:00 <\/strong>saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 174,84 <\/strong>TL\/MWh olarak 04:00 \u2013 05:00 <\/strong>saat aral\u0131\u011f\u0131nda ger\u00e7ekle\u015fece\u011fi \u00f6ng\u00f6r\u00fclmektedir. Puant saatlerde (17:00 – 22:00) tahmini ortalama piyasa takas fiyat\u0131 ise 344,01<\/strong> TL\/MWh olarak hesaplanabilmektedir. Saatlik olu\u015facak piyasa takas fiyat\u0131 tahminleri a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

\"\"<\/p>\n

Organize Toptan Do\u011fal Gaz Sat\u0131\u015f Piyasas\u0131 (OTSP) dahilinde 01.10.2018 \u2013 24.10.2018 <\/strong>tarihleri aras\u0131 ortalama Gaz Referans Fiyat\u0131 (GRF) 1.591,28<\/strong> TL\/1000 sm3 olarak belirlenirken, ayn\u0131 tarihler aras\u0131nda toplam ger\u00e7ekle\u015fen e\u015fle\u015fmelerin miktar\u0131 ise 123.428<\/strong> x1000 sm3 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

\"\"<\/p>\n

*Tahminleme Modeli; istatistiksel tahminleme metodu olan SARIMA (Seasonal Autoregressive Integrated Moving Average) kullan\u0131larak MATLAB yaz\u0131l\u0131m geli\u015ftirme platformunda haz\u0131rlanm\u0131\u015ft\u0131r. Model ve di\u011fer t\u00fcm kullan\u0131lan veriler dahilinde girdi verileri olarak EP\u0130A\u015e \u015eeffafl\u0131k Platformunda 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; 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 Risk Y\u00f6netimi Uzman\u0131 \/ Enerjisa \u00dcretim Santralleri A.\u015e.<\/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 piyasaya dair g\u00fcncel haberler \u015f\u00f6yle; Uluslararas\u0131 Enerji Ajans\u0131 (IEA) Ba\u015fkan\u0131 Fatih Birol, hidrojenin k\u00fcresel enerji ge\u00e7i\u015fini destekleyebilece\u011fini ve enerji g\u00fcvenli\u011fini iyile\u015ftirmenin […]<\/p>\n","protected":false},"author":1,"featured_media":80958,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[51,53],"tags":[34979,19638,39373,34980,39661,39426,26353,19,67,1009,39353,40289,40290,39352,39351],"views":1032,"_links":{"self":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/80953"}],"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=80953"}],"version-history":[{"count":1,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/80953\/revisions"}],"predecessor-version":[{"id":80959,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/80953\/revisions\/80959"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media\/80958"}],"wp:attachment":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media?parent=80953"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/categories?post=80953"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/tags?post=80953"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}