{"id":101166,"date":"2019-10-18T10:49:14","date_gmt":"2019-10-18T07:49:14","guid":{"rendered":"https:\/\/www.enerjigazetesi.ist\/?p=101166"},"modified":"2019-10-18T10:49:14","modified_gmt":"2019-10-18T07:49:14","slug":"elektrik-piyasasi-istatistiksel-analizi-17-10-2019","status":"publish","type":"post","link":"https:\/\/www.enerjigazetesi.ist\/en\/elektrik-piyasasi-istatistiksel-analizi-17-10-2019\/","title":{"rendered":"(Turkish) Elektrik Piyasas\u0131 \u0130statistiksel Analizi \u2013 ( 17.10.2019 )"},"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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Elektrik sekt\u00f6r\u00fc piyasas\u0131na dair \u00f6ne \u00e7\u0131kan g\u00fcncel haberler \u015fu \u015fekildedir; <\/span><\/h1>\n

– Petrol fiyatlar\u0131, ABD’de ham petrol stoklar\u0131nda g\u00fc\u00e7l\u00fc art\u0131\u015f\u0131 g\u00f6steren verinin ard\u0131ndan d\u00fc\u015ft\u00fc.<\/h1>\n

– Enerji alan\u0131ndaki faaliyetlerini tek \u00e7at\u0131 alt\u0131nda toplamaya haz\u0131rlanan Siemens, kuraca\u011f\u0131 yeni \u015firketin ad\u0131n\u0131n Siemens Energy olaca\u011f\u0131n\u0131 ve \u00e7al\u0131\u015fmalar\u0131na \u00f6n\u00fcm\u00fczdeki y\u0131l ba\u015flayaca\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131.<\/h1>\n

– Almanya\u2019n\u0131n g\u00fcne\u015f enerjisi potansiyeli T\u00fcrkiye\u2019ye g\u00f6re % 60<\/strong> daha az olmas\u0131na ra\u011fmen Almanya g\u00fcne\u015f enerjisinde k\u00fcresel g\u00fc\u00e7lerden biri. Peki T\u00fcrkiye neden bu noktada?<\/h1>\n

– \u0130ngiltere’nin en b\u00fcy\u00fck ara\u00e7 \u00fcreticisi Jaguar Land Rover’\u0131n tamamen elektrikli arac\u0131 yeni Jaguar I-PACE\u2019in T\u00fcrkiye\u2019de test s\u00fcr\u00fc\u015fleri i\u00e7in randevu al\u0131nmaya ba\u015fland\u0131.<\/h1>\n

– Trakya\u2019da do\u011falgaz sondaj \u00e7al\u0131\u015fmalar\u0131 y\u00fcr\u00fcten Kanadal\u0131 Valeura \u015firketi, ABD\u2019nin T\u00fcrkiye yapt\u0131r\u0131mlar\u0131n\u0131 dikkatle izleme karar\u0131 ald\u0131.<\/h1>\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 315<\/strong>.62<\/strong> TL olarak belirlendi. Fiyatlardaki da\u011f\u0131l\u0131ma bak\u0131ld\u0131\u011f\u0131nda, g\u00fcn\u00fcn maksimum fiyat\u0131 333<\/strong> TL\/MWh olarak 18<\/strong>:00<\/strong> – 19<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 277<\/strong>.54<\/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 328<\/strong>.29<\/strong> TL\/MWh olarak hesaplanabilmektedir.<\/p>\n

Bir \u00f6nceki g\u00fcn ile k\u0131yasland\u0131\u011f\u0131nda ortalama piyasa takas fiyat\u0131nda –0<\/strong>.01<\/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 % 24<\/strong>, linyit % 19<\/strong>, ithal k\u00f6m\u00fcr % 27<\/strong> oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenirken, yenilenebilir enerji dahilinde ise hidro % 23<\/strong>, r\u00fczgar % 1<\/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 k\u00f6m\u00fcr 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) a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

\"\"<\/p>\n

Tahminleme Modeli* analizi sonucu ortalama piyasa takas fiyat\u0131 300<\/strong>.93<\/strong> TL\/MWh ve ortalama t\u00fcketim 32,240<\/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 % 99<\/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 % 93<\/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 284<\/strong>.3<\/strong> TL\/MWH olarak tahmin edilmektedir. Buna ba\u011fl\u0131 olarak g\u00fcn\u00fcn maksimum fiyat\u0131 309<\/strong>.87<\/strong> TL\/MWh olarak 19<\/strong>:00<\/strong> – 20<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 199<\/strong> TL\/MWh olarak 15<\/strong>:00<\/strong> – 16<\/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 304<\/strong>.41<\/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<\/strong>.10<\/strong>.2019<\/strong> \u2013 17<\/strong>.10<\/strong>.2019<\/strong> tarihleri aras\u0131 ortalama Gaz Referans Fiyat\u0131 (GRF) 1,456<\/strong>.34<\/strong> TL\/1000<\/strong> sm3<\/strong> olarak belirlenirken, ayn\u0131 tarihler aras\u0131nda toplam ger\u00e7ekle\u015fen e\u015fle\u015fmelerin miktar\u0131 ise 53,723<\/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

\"\"<\/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 \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. Elektrik sekt\u00f6r\u00fc piyasas\u0131na dair \u00f6ne \u00e7\u0131kan g\u00fcncel haberler \u015fu \u015fekildedir; – Petrol fiyatlar\u0131, ABD’de ham petrol stoklar\u0131nda g\u00fc\u00e7l\u00fc art\u0131\u015f\u0131 g\u00f6steren verinin ard\u0131ndan […]<\/p>\n","protected":false},"author":1,"featured_media":101172,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[51,53],"tags":[1198,929,18680,56811,52373,52374,49519,52375,42701,42490,52377,42485,42486,42484,46702,42488,42489,52376,1079,45271,50069,25180,61,34979,57202,53868,36029,53114,343,19638,7285,8304,39373,34980,39661,50387,39426,26353,52674,53647,130,8184,56562,19,42030,25473,35236,58851,41345,52379,54244,52259,148,56147,4881,2765,18,47575,422,9501,26598,48612,39497,16077,51890,54628,40290,58938,1581,29230,2282,53902,347,11461,39352,19119,35204,52378,34977,3733,6854,6585,39351,846,58937,18794,26829,508,3504],"views":286,"_links":{"self":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/101166"}],"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=101166"}],"version-history":[{"count":0,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/101166\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media\/101172"}],"wp:attachment":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media?parent=101166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/categories?post=101166"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/tags?post=101166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}