{"id":106957,"date":"2020-01-22T11:55:42","date_gmt":"2020-01-22T08:55:42","guid":{"rendered":"https:\/\/www.enerjigazetesi.ist\/?p=106957"},"modified":"2020-01-22T12:46:50","modified_gmt":"2020-01-22T09:46:50","slug":"elektrik-piyayasi-istatistiksel-analiz-21-01-2020","status":"publish","type":"post","link":"https:\/\/www.enerjigazetesi.ist\/en\/elektrik-piyayasi-istatistiksel-analiz-21-01-2020\/","title":{"rendered":"(Turkish) Elektrik Piyayas\u0131 \u0130statistiksel Analiz \u2013 (21.01.2020)"},"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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Elektrik sekt\u00f6r\u00fc piyasas\u0131nda \u00f6ne \u00e7\u0131kan g\u00fcncel haberler \u015fu \u015fekildedir; <\/span><\/h1>\n

– Global Yat\u0131r\u0131m Holding i\u015ftiraki Naturelgaz’\u0131n, esas s\u00f6zle\u015fmesinde halka arza y\u00f6nelik de\u011fi\u015fiklik yapmak i\u00e7in Sermaye Piyasas\u0131 Kurulu’na (SPK) ba\u015fvurdu\u011fu bildirildi.<\/h1>\n

– Yap\u0131 Kredi Bankas\u0131, yenilenebilir enerji projelerinin finansman\u0131nda kullan\u0131lacak 5 y\u0131l<\/strong> vadeli 50<\/strong> milyon dolar tutar\u0131nda “ye\u015fil tahvil” ihrac\u0131 ger\u00e7ekle\u015ftirdi.<\/h1>\n

– \u0130ngiltere Ba\u015fbakan\u0131 Boris Johnson, \u0130ngiltere’nin art\u0131k yeni k\u00f6m\u00fcr madencili\u011fi veya k\u00f6m\u00fcrden elektrik \u00fcretim projelerine yat\u0131r\u0131m yapmayaca\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131.<\/h1>\n

– Garanti BBVA, elektrik da\u011f\u0131t\u0131m ve sat\u0131\u015f \u015firketi Enerjisa Enerji\u2019ye, altyap\u0131 ve \u015febeke yat\u0131r\u0131mlar\u0131n\u0131n finansman\u0131 kapsam\u0131nda TLREF endeksli ve uzun vadeli 400<\/strong> milyon TL finansman sa\u011flad\u0131.<\/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 324<\/strong> TL olarak belirlendi. Fiyatlardaki da\u011f\u0131l\u0131ma bak\u0131ld\u0131\u011f\u0131nda, g\u00fcn\u00fcn maksimum fiyat\u0131 345<\/strong>.01<\/strong> TL\/MWh olarak 17<\/strong>:00<\/strong> – 18<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 250<\/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 340<\/strong>.32<\/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 art\u0131\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 % 12<\/strong>, ithal k\u00f6m\u00fcr % 22<\/strong> oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenirken, yenilenebilir enerji dahilinde ise hidro % 25<\/strong>, r\u00fczgar % 6<\/strong>, jeotermal % 3<\/strong> oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenmektedir. Bununla birlikte fiyatlardaki art\u0131\u015f, hafta i\u00e7i t\u00fcketim talebindeki art\u0131\u015f ve \u00fcretimin a\u011f\u0131rl\u0131kl\u0131 olarak do\u011falgaz 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 325<\/strong>.19<\/strong> TL\/MWh ve ortalama t\u00fcketim 35,782<\/strong> MWh olarak \u00f6ng\u00f6r\u00fclmektedir. Modelin piyasa takas fiyat\u0131na dair ba\u015far\u0131 oran\u0131 g\u00fcnl\u00fck % 87<\/strong>, t\u00fcketime dair ba\u015far\u0131 oran\u0131** ise g\u00fcnl\u00fck % 94<\/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 316<\/strong>.82<\/strong> TL\/MWH olarak tahmin edilmektedir. Buna ba\u011fl\u0131 olarak g\u00fcn\u00fcn maksimum fiyat\u0131 335<\/strong>.9<\/strong> TL\/MWh olarak 09<\/strong>:00<\/strong> – 10<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 245<\/strong> TL\/MWh olarak 03<\/strong>:00<\/strong> – 04<\/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 327<\/strong>.99<\/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>.01<\/strong>.2020<\/strong> \u2013 21<\/strong>.01<\/strong>.2020<\/strong> tarihleri aras\u0131 ortalama Gaz Referans Fiyat\u0131 (GRF) 1,472<\/strong>.5<\/strong> TL\/1000<\/strong> sm3<\/strong> olarak belirlenirken, ayn\u0131 tarihler aras\u0131nda toplam ger\u00e7ekle\u015fen e\u015fle\u015fmelerin miktar\u0131 ise 112,497<\/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) 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

Haz\u0131rlayan:<\/strong>\u00a0T\u00fcmay SOLAK \u2013 Risk Y\u00f6netimi Uzman\u0131 \u2013\u00a0tumay.solak@enerjigazetesi.ist<\/a><\/p>\n

Yay\u0131na Alan:\u00a0<\/strong>Dervi\u015f KORKMAZ \u2013 F\u0131rat \u00dcniversitesi \/ Elektrik \u2013 Elektronik M\u00fchendisli\u011fi\u00a0 \u2013 dervis.korkmaz@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. Elektrik sekt\u00f6r\u00fc piyasas\u0131nda \u00f6ne \u00e7\u0131kan g\u00fcncel haberler \u015fu \u015fekildedir; – Global Yat\u0131r\u0131m Holding i\u015ftiraki Naturelgaz’\u0131n, esas s\u00f6zle\u015fmesinde halka arza y\u00f6nelik de\u011fi\u015fiklik yapmak […]<\/p>\n","protected":false},"author":9,"featured_media":105775,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[51,53],"tags":[63113,56151,54913,50112,9302,1363,54726,19761,1028,4587,53367,4713,65433,45271,50069,25180,61,34979,57202,53868,36029,53114,343,19638,7285,8304,39373,34980,39661,50387,39426,26353,52674,19,58080,63729,37825,52480,12812,65431,46321,65432,12810,10912,10913,65434,46846,60007,41137],"views":128,"_links":{"self":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/106957"}],"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\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/comments?post=106957"}],"version-history":[{"count":0,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/106957\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media\/105775"}],"wp:attachment":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media?parent=106957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/categories?post=106957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/tags?post=106957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}