{"id":13012,"date":"2015-10-26T06:32:22","date_gmt":"2015-10-26T06:32:22","guid":{"rendered":"http:\/\/atif.unaldi.org\/blog\/?p=13012"},"modified":"2015-10-26T06:32:22","modified_gmt":"2015-10-26T06:32:22","slug":"ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor","status":"publish","type":"post","link":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/","title":{"rendered":"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG\" width=\"3264\" height=\"2448\" class=\"alignnone\" \/>Orta Avustralya&#8217;da 3.000 kilometre mesafede yap\u0131lan Bridgestone World Solar Challenge Yar\u0131\u015f\u0131\u2019nda Michigan \u00dcniversitesi ekibinin g\u00fcne\u015f enerjisiyle \u00e7al\u0131\u015fan otomobilinde IBM Ara\u015ft\u0131rma Birimi taraf\u0131ndan geli\u015ftirilen g\u00fcne\u015f enerjisi tahmin teknolojisi kullan\u0131l\u0131yor.<br \/>\nMichigan \u00dcniversitesi \u00f6\u011frencilerinden olu\u015fan ekip, yar\u0131\u015f parkuru boyunca otomobilleri i\u00e7in gereken g\u00fcne\u015f enerjisi miktar\u0131n\u0131n belirlenmesinin yan\u0131 s\u0131ra bulut ve r\u00fczgar modelleri gibi ko\u015fullarla ilgili ger\u00e7ek zamanl\u0131 \u00f6ng\u00f6r\u00fcler elde etmek \u00fczere IBM Ara\u015ft\u0131rma biriminin bili\u015fsel bili\u015fim (Cognitive Computing) uzmanl\u0131\u011f\u0131ndan yararlanacak. Otomobil yaln\u0131zca g\u00fcne\u015f enerjisiyle \u00e7al\u0131\u015ft\u0131\u011f\u0131ndan daha do\u011fru tahminler, Michigan \u00dcniversitesi \u00f6\u011frencilerinin daha verimli bir s\u00fcr\u00fc\u015f i\u00e7in neyin gerekli oldu\u011funa karar vermelerine ve kazanma \u015fans\u0131n\u0131 art\u0131rmalar\u0131na yard\u0131mc\u0131 olmay\u0131 hedefliyor.<br \/>\nIBM ara\u015ft\u0131rmac\u0131lar\u0131, sens\u00f6r a\u011flar\u0131ndan ve yerel hava istasyonlar\u0131ndan al\u0131nan verileri, hava kameralar\u0131 ve uydu g\u00f6zlemlerinden al\u0131nan bulut hareketi fizi\u011fi ve bir\u00e7ok hava durumu modelini bir araya getirmek i\u00e7in bilgisayar ile \u00f6\u011frenme yetene\u011fini kullan\u0131yor.<br \/>\n\u00d6te yandan en g\u00fcncel tahmin teknikleri, g\u00fcne\u015f enerjisi gibi yenilenebilir enerjilerin kullan\u0131labilirli\u011fini etkileyen de\u011fi\u015fkenlerin daha az kapsaml\u0131 bir g\u00f6r\u00fcn\u00fcm\u00fcn\u00fc sunan, ayr\u0131 ayr\u0131 hava modellerine dayan\u0131yor.<br \/>\nIBM, bu teknolojiyi ABD Enerji Bakanl\u0131\u011f\u0131&#8217;n\u0131n SunShot Giri\u015fimi taraf\u0131ndan desteklenen bir program arac\u0131l\u0131\u011f\u0131yla geli\u015ftirdi. Bu giri\u015fimin amac\u0131, \u00fclkenin enerji \u015febekesiyle giderek daha \u00e7okb\u00fct\u00fcnle\u015fen g\u00fcne\u015f enerjisi kaynaklar\u0131n\u0131 optimize etmek \u00fczere kullan\u0131labilen g\u00fcne\u015f enerjisi tahminlerinin do\u011frulu\u011funu art\u0131rmak olarak a\u00e7\u0131kland\u0131. Son teknolojiye dayal\u0131 bilgisayar ile \u00f6\u011frenme yetene\u011fini ve di\u011fer bili\u015fsel bili\u015fim teknolojilerini kullanan IBM bilim insanlar\u0131, geleneksel yakla\u015f\u0131mlar kullan\u0131larak olu\u015fturulanlara g\u00f6re y\u00fczde 30&#8217;a kadar daha do\u011fru g\u00fcne\u015f ve r\u00fczgar tahminlerini dakikalar ya da g\u00fcnler \u00f6ncesinden \u00fcretebiliyor.<br \/>\nMichigan \u00dcniversitesi G\u00fcne\u015f Enerjili Otomobil Ekibinin Ba\u015f Stratejisti Leda Daehler bu konuyla ilgili \u015funlar\u0131 s\u00f6yledi: \u201cHedefimiz d\u00fcnyan\u0131n g\u00fcne\u015f enerjisiyle \u00e7al\u0131\u015fan en iyi arac\u0131n\u0131 tasarlamak ve yar\u0131\u015fa sokmak. G\u00fcne\u015f radyasyonunun tahmini, g\u00fcne\u015f enerjili otomobil yar\u0131\u015f\u0131 i\u00e7in bir stratejinin belirlenmesinde b\u00fcy\u00fck bir rol oynuyor. IBM&#8217;in \u00f6ng\u00f6r\u00fc teknolojisi, ekibimizin yakla\u015f\u0131m\u0131m\u0131z\u0131 ger\u00e7ek zamanl\u0131 olarak uyarlamas\u0131na ve optimize etmesine yard\u0131mc\u0131 olacak; yar\u0131\u015f s\u00fcresince bunun ger\u00e7ek bir avantaj sa\u011flamas\u0131n\u0131 bekliyoruz.&#8221;<br \/>\nG\u00fcne\u015fin takibi..<br \/>\nMichigan \u00dcniversitesi G\u00fcne\u015f Enerjili Otomobil Ekibi, ulusal ve uluslararas\u0131 alanda bir\u00e7ok \u015fampiyonlu\u011fu olan, d\u00fcnyan\u0131n en ba\u015far\u0131l\u0131 yar\u0131\u015f ekiplerinden biri&#8230; Bu y\u0131l ekip, otomobilleri Aurum ile World Solar Challenge&#8217;ta d\u00f6rt g\u00fcn yar\u0131\u015f\u0131rken, IBM&#8217;in g\u00fcne\u015f tahmini teknolojisinin yar\u0131\u015f stratejisiyle ilgili daha ba\u015far\u0131l\u0131 kararlar almalar\u0131na yard\u0131mc\u0131 olaca\u011f\u0131ndan emin. Ekip IBM&#8217;in tahmin teknolojisinin sa\u011flad\u0131\u011f\u0131 iki t\u00fcr \u00f6ng\u00f6r\u00fcden yararlanacak.<br \/>\nIBM\u2019in tekniklerinden biri sayesinde \u00f6\u011frencilerin yar\u0131\u015f rotas\u0131yla ilgili daha do\u011fru tahminleri iki veya \u00fc\u00e7 g\u00fcn \u00f6ncesinden edinmesini sa\u011flanacak. Teknoloji, hava durumunu s\u00fcrekli olarak izleyecek ve farkl\u0131 yerlerde ve zamanlarda ne kadar g\u00fcne\u015f enerjisinin kullan\u0131labilece\u011fini tahmin etmek i\u00e7in verileri analiz edecek. \u00c7ok say\u0131da hava durumu ve g\u00fcne\u015f enerjisi tahmin modelini bir araya getirerek \u00fcst\u00fcn bir model \u00fcretmek \u00fczere bilgisayar ile \u00f6\u011frenme yetene\u011fi arac\u0131l\u0131\u011f\u0131yla bu verileri harmanlayacak.Sistem, yar\u0131\u015f s\u00fcresince toplanan verilerin yan\u0131 s\u0131ra \u00e7ok b\u00fcy\u00fck hacimli ge\u00e7mi\u015f verilerden de yararlanacak.<br \/>\n\u0130kinci tahmin tekni\u011fi ise ger\u00e7ek zamanl\u0131ya yak\u0131n durumlara uygulanabilecek. World Solar Challenge&#8217;ta Michigan \u00dcniversitesi G\u00fcne\u015f Enerjili Otomobil Ekibi, Aurum&#8217;un birka\u00e7 dakika ila bir saat ilerisinde giden iki ke\u015fif arac\u0131n\u0131n tepesine bir hava kameras\u0131 yerle\u015ftirecek. IBM taraf\u0131ndan geli\u015ftirilen sistem, bulutlar\u0131n \u015feffafl\u0131\u011f\u0131n\u0131 ve konumunu belirleyecek, ekip de maksimum g\u00fcne\u015f enerjisini almak i\u00e7in otomobillerinin almas\u0131 gereken h\u0131za karar verebilecek. Sim\u00fclasyonlar bu tekni\u011fin ekibe g\u00fcnde 15 dakika kazand\u0131rabilece\u011fini g\u00f6steriyor.<br \/>\nMichigan \u00dcniversitesi G\u00fcne\u015f Enerjili Otomobil Ekibi Program Y\u00f6neticisi Pavan Naik konuyla ilgili yapt\u0131\u011f\u0131 a\u00e7\u0131klamada, \u201cMichigan \u00dcniversitesi, 25 y\u0131ld\u0131r g\u00fcne\u015f enerjisiyle \u00e7al\u0131\u015fan otomobil yar\u0131\u015flar\u0131na kat\u0131l\u0131yor. Daha \u00f6nceleri yar\u0131\u015f stratejimizi g\u00fcvenli bir \u015fekilde etkileyecek gerekli hacimde ve \u00e7e\u015fitlilikte veriyi yakalayam\u0131yor ve analiz edemiyorduk. Bu y\u0131l IBM&#8217;in g\u00fcne\u015f enerjisi tahmini teknolojisi, bulutlar\u0131n nerede oldu\u011funu, nereye gitti\u011fini ve g\u00fcne\u015fi takip etmek \u00fczere nerelerde daha h\u0131zl\u0131 gitmemiz gerekti\u011fini \u00f6\u011frenmemizi sa\u011flayacak.\u201d dedi.<br \/>\nMichigan \u00dcniversitesi G\u00fcne\u015f Enerjili Otomobil Ekibiyle yap\u0131lan i\u015fbirli\u011fi, IBM m\u00fchendislerine g\u00fcne\u015f enerjisi tahmin teknolojisini geli\u015ftirmeye devam etmeleri ve tahmin do\u011frulu\u011funu geli\u015ftirmeye yard\u0131mc\u0131 olabilecek yeni teknikleri \u00f6\u011frenmeleri i\u00e7in benzersiz bir ortam sa\u011fl\u0131yor. Bu geli\u015fmeler, operasyonlar\u0131nda hava durumu etkisine maruz kalabilecek her sekt\u00f6r i\u00e7in ve alternatif enerjinin gelece\u011fi i\u00e7in de \u00e7ok b\u00fcy\u00fck \u00f6nem ta\u015f\u0131yor.<br \/>\nIBM Ara\u015ft\u0131rma, Bilim ve Teknoloji Birimi Ba\u015fkan Yard\u0131mc\u0131s\u0131 Dario Gil bu konuyla ilgili \u015funlar\u0131 s\u00f6yledi: \u201cBili\u015fsel bili\u015fimin, World Solar Challenge&#8217;ta yar\u0131\u015fan Michigan \u00dcniversitesi&#8217;nin bu ola\u011fan\u00fcst\u00fc grubunun yeteneklerini nas\u0131l art\u0131rabilece\u011fini \u00f6\u011frenmek bizi heyecanland\u0131r\u0131yor. Fiziksel d\u00fcnya alg\u0131m\u0131z\u0131 bilgisayar biliminin en \u00f6nemli iki alan\u0131 olan veri analiti\u011fi ve bilgisayar ile \u00f6\u011frenme yetene\u011fi ile bir araya getirmek i\u00e7in fiziksel analiti\u011fi kullan\u0131yoruz; bu da sekt\u00f6rlerde bir d\u00f6n\u00fc\u015f\u00fcm yaratabilecek yeni inovasyonlara yol a\u00e7acak.&#8221;<br \/>\nIBM&#8217;in, Michigan \u00dcniversitesi G\u00fcne\u015f Enerjili Otomobil Ekibi\u2019nin 2015 Bridgestone World Solar Challenge i\u00e7in haz\u0131rlanmas\u0131na nas\u0131l yard\u0131mc\u0131 oldu\u011funa ili\u015fkin daha fazla bilgi edinmek ve yar\u0131\u015f\u0131 kazanma ser\u00fcvenlerinde onlara kat\u0131lmak i\u00e7in l\u00fctfen http:\/\/ibm.co\/solarforecasting ve http:\/\/umicheng.in\/solar25 adresini ziyaret edin ve sahne arkas\u0131nda olup bitenleri ve Avustralya&#8217;dan canl\u0131 g\u00fcncellemeleri takip edin.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Orta Avustralya&#8217;da 3.000 kilometre mesafede yap\u0131lan Bridgestone World Solar Challenge Yar\u0131\u015f\u0131\u2019nda Michigan \u00dcniversitesi ekibinin g\u00fcne\u015f enerjisiyle \u00e7al\u0131\u015fan otomobilinde IBM Ara\u015ft\u0131rma Birimi taraf\u0131ndan geli\u015ftirilen g\u00fcne\u015f enerjisi tahmin teknolojisi kullan\u0131l\u0131yor. Michigan \u00dcniversitesi \u00f6\u011frencilerinden olu\u015fan ekip, yar\u0131\u015f parkuru&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-13012","post","type-post","status-publish","format-standard","hentry","category-blogum"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor - At\u0131f &Uuml;nald\u0131<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor - At\u0131f &Uuml;nald\u0131\" \/>\n<meta property=\"og:description\" content=\"Orta Avustralya&#8217;da 3.000 kilometre mesafede yap\u0131lan Bridgestone World Solar Challenge Yar\u0131\u015f\u0131\u2019nda Michigan \u00dcniversitesi ekibinin g\u00fcne\u015f enerjisiyle \u00e7al\u0131\u015fan otomobilinde IBM Ara\u015ft\u0131rma Birimi taraf\u0131ndan geli\u015ftirilen g\u00fcne\u015f enerjisi tahmin teknolojisi kullan\u0131l\u0131yor. Michigan \u00dcniversitesi \u00f6\u011frencilerinden olu\u015fan ekip, yar\u0131\u015f parkuru...\" \/>\n<meta property=\"og:url\" content=\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/\" \/>\n<meta property=\"og:site_name\" content=\"At\u0131f &Uuml;nald\u0131\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/atifunaldi\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/atifunaldi\" \/>\n<meta property=\"article:published_time\" content=\"2015-10-26T06:32:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG\" \/>\n<meta name=\"author\" content=\"Atif Unaldi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@https:\/\/twitter.com\/atifunaldi\" \/>\n<meta name=\"twitter:site\" content=\"@atifunaldi\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Atif Unaldi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#article\",\"isPartOf\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/\"},\"author\":{\"name\":\"Atif Unaldi\",\"@id\":\"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b\"},\"headline\":\"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor\",\"datePublished\":\"2015-10-26T06:32:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/\"},\"wordCount\":1017,\"publisher\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b\"},\"image\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG\",\"articleSection\":[\"Blogum\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/\",\"url\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/\",\"name\":\"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor - At\u0131f &Uuml;nald\u0131\",\"isPartOf\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#primaryimage\"},\"image\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG\",\"datePublished\":\"2015-10-26T06:32:22+00:00\",\"breadcrumb\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#primaryimage\",\"url\":\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG\",\"contentUrl\":\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"http:\/\/atif.unaldi.org\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor\"}]},{\"@type\":\"WebSite\",\"@id\":\"http:\/\/atif.unaldi.org\/blog\/#website\",\"url\":\"http:\/\/atif.unaldi.org\/blog\/\",\"name\":\"At\u0131f \u00dcnald\u0131\",\"description\":\"Yazar\",\"publisher\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b\"},\"alternateName\":\"At\u0131f \u00dcnald\u0131 Blog\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\/\/atif.unaldi.org\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b\",\"name\":\"Atif Unaldi\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/atif.unaldi.org\/blog\/wp-content\/uploads\/2022\/10\/cropped-a94e8f7a-67c4-4d65-8a5f-032ba784be53-2.jpg\",\"contentUrl\":\"http:\/\/atif.unaldi.org\/blog\/wp-content\/uploads\/2022\/10\/cropped-a94e8f7a-67c4-4d65-8a5f-032ba784be53-2.jpg\",\"width\":512,\"height\":512,\"caption\":\"Atif Unaldi\"},\"logo\":{\"@id\":\"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Bo\u011fazi\u00e7i \u00dcniversitesinde Fizik B\u00f6l\u00fcm\u00fc\u2019nde e\u011fitim ald\u0131\u011f\u0131 y\u0131llarda T\u00fcrkiye\u2019de ilk kez iki bilgisayar\u0131 telefon hatlar\u0131 \u00fczerinden konu\u015fturan BBS sistemini kurarak, T\u00fcrkiye\u2019deki ilk internet a\u011f\u0131n\u0131 olu\u015fturmu\u015ftur. Bir \u00e7ok radyo ve televizyonda program yap\u0131mc\u0131l\u0131\u011f\u0131 ve sunuculu\u011funu, bir \u00e7ok teknoloji dergisinde k\u00f6\u015fe yazarl\u0131\u011f\u0131, bili\u015fim edit\u00f6rl\u00fc\u011f\u00fc ve genel yay\u0131n y\u00f6netmenli\u011fi yapt\u0131. T\u00fcrkiye\u2019deki ilk internet servis sa\u011flay\u0131c\u0131s\u0131n\u0131n genel m\u00fcd\u00fcrl\u00fc\u011f\u00fcn\u00fc \u00fcstlendi. Bir \u00e7ok organizasyon ve kurulu\u015fta internet s\u00fcperviz\u00f6rl\u00fc\u011f\u00fc , webmaster\u2019l\u0131\u011f\u0131 , IT direkt\u00f6rl\u00fc\u011f\u00fc ve dijital projeler koordinat\u00f6rl\u00fc\u011f\u00fc g\u00f6revlerinde bulundu. Farkl\u0131 \u00fcniversitelerin farkl\u0131 fak\u00fcltelerinde \u00f6\u011fretim g\u00f6revlisi olarak bulunmu\u015f olan \u00dcnald\u0131; \u015fu an teknoloji ve pazarlama konular\u0131 ba\u015fta olmak \u00fczere bir\u00e7ok alanda hizmet veren Unaldi Consultancy\u2019nin kurucusudur. \\u2028Selin \u00dcnald\u0131 ile evlidir. Su ve Toprak isminde iki \u00e7ocu\u011fu vard\u0131r.\",\"sameAs\":[\"http:\/\/atif.unaldi.org\/blog\",\"https:\/\/www.facebook.com\/atifunaldi\",\"https:\/\/www.instagram.com\/atifunaldi\/\",\"https:\/\/www.linkedin.com\/in\/atifunaldi\",\"https:\/\/x.com\/https:\/\/twitter.com\/atifunaldi\",\"https:\/\/www.youtube.com\/c\/atifunaldi\",\"https:\/\/soundcloud.com\/atif-unaldi\",\"https:\/\/atifunaldi.tumblr.com\"],\"url\":\"http:\/\/atif.unaldi.org\/blog\/author\/atifunaldi\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor - At\u0131f &Uuml;nald\u0131","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/","og_locale":"tr_TR","og_type":"article","og_title":"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor - At\u0131f &Uuml;nald\u0131","og_description":"Orta Avustralya&#8217;da 3.000 kilometre mesafede yap\u0131lan Bridgestone World Solar Challenge Yar\u0131\u015f\u0131\u2019nda Michigan \u00dcniversitesi ekibinin g\u00fcne\u015f enerjisiyle \u00e7al\u0131\u015fan otomobilinde IBM Ara\u015ft\u0131rma Birimi taraf\u0131ndan geli\u015ftirilen g\u00fcne\u015f enerjisi tahmin teknolojisi kullan\u0131l\u0131yor. Michigan \u00dcniversitesi \u00f6\u011frencilerinden olu\u015fan ekip, yar\u0131\u015f parkuru...","og_url":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/","og_site_name":"At\u0131f &Uuml;nald\u0131","article_publisher":"https:\/\/www.facebook.com\/atifunaldi","article_author":"https:\/\/www.facebook.com\/atifunaldi","article_published_time":"2015-10-26T06:32:22+00:00","og_image":[{"url":"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG","type":"","width":"","height":""}],"author":"Atif Unaldi","twitter_card":"summary_large_image","twitter_creator":"@https:\/\/twitter.com\/atifunaldi","twitter_site":"@atifunaldi","twitter_misc":{"Yazan:":"Atif Unaldi","Tahmini okuma s\u00fcresi":"5 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#article","isPartOf":{"@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/"},"author":{"name":"Atif Unaldi","@id":"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b"},"headline":"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor","datePublished":"2015-10-26T06:32:22+00:00","mainEntityOfPage":{"@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/"},"wordCount":1017,"publisher":{"@id":"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b"},"image":{"@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#primaryimage"},"thumbnailUrl":"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG","articleSection":["Blogum"],"inLanguage":"tr"},{"@type":"WebPage","@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/","url":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/","name":"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor - At\u0131f &Uuml;nald\u0131","isPartOf":{"@id":"http:\/\/atif.unaldi.org\/blog\/#website"},"primaryImageOfPage":{"@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#primaryimage"},"image":{"@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#primaryimage"},"thumbnailUrl":"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG","datePublished":"2015-10-26T06:32:22+00:00","breadcrumb":{"@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#primaryimage","url":"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG","contentUrl":"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/f\/f6\/20110425_Amsterdam_65_IBM_building.JPG"},{"@type":"BreadcrumbList","@id":"http:\/\/atif.unaldi.org\/blog\/2015\/10\/26\/ibm-bilisim-teknolojisi-kullanarak-gunes-enerjisi-ile-calisan-otomobillerin-daha-verimli-hale-gelmesini-hedefliyor\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"http:\/\/atif.unaldi.org\/blog\/"},{"@type":"ListItem","position":2,"name":"IBM, Bili\u015fim Teknolojisi kullanarak g\u00fcne\u015f enerjisi ile \u00e7al\u0131\u015fan otomobillerin daha verimli hale gelmesini hedefliyor"}]},{"@type":"WebSite","@id":"http:\/\/atif.unaldi.org\/blog\/#website","url":"http:\/\/atif.unaldi.org\/blog\/","name":"At\u0131f \u00dcnald\u0131","description":"Yazar","publisher":{"@id":"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b"},"alternateName":"At\u0131f \u00dcnald\u0131 Blog","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/atif.unaldi.org\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/608ed42ecbda2bc5cfdb767ac1db479b","name":"Atif Unaldi","image":{"@type":"ImageObject","inLanguage":"tr","@id":"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/image\/","url":"http:\/\/atif.unaldi.org\/blog\/wp-content\/uploads\/2022\/10\/cropped-a94e8f7a-67c4-4d65-8a5f-032ba784be53-2.jpg","contentUrl":"http:\/\/atif.unaldi.org\/blog\/wp-content\/uploads\/2022\/10\/cropped-a94e8f7a-67c4-4d65-8a5f-032ba784be53-2.jpg","width":512,"height":512,"caption":"Atif Unaldi"},"logo":{"@id":"http:\/\/atif.unaldi.org\/blog\/#\/schema\/person\/image\/"},"description":"Bo\u011fazi\u00e7i \u00dcniversitesinde Fizik B\u00f6l\u00fcm\u00fc\u2019nde e\u011fitim ald\u0131\u011f\u0131 y\u0131llarda T\u00fcrkiye\u2019de ilk kez iki bilgisayar\u0131 telefon hatlar\u0131 \u00fczerinden konu\u015fturan BBS sistemini kurarak, T\u00fcrkiye\u2019deki ilk internet a\u011f\u0131n\u0131 olu\u015fturmu\u015ftur. Bir \u00e7ok radyo ve televizyonda program yap\u0131mc\u0131l\u0131\u011f\u0131 ve sunuculu\u011funu, bir \u00e7ok teknoloji dergisinde k\u00f6\u015fe yazarl\u0131\u011f\u0131, bili\u015fim edit\u00f6rl\u00fc\u011f\u00fc ve genel yay\u0131n y\u00f6netmenli\u011fi yapt\u0131. T\u00fcrkiye\u2019deki ilk internet servis sa\u011flay\u0131c\u0131s\u0131n\u0131n genel m\u00fcd\u00fcrl\u00fc\u011f\u00fcn\u00fc \u00fcstlendi. Bir \u00e7ok organizasyon ve kurulu\u015fta internet s\u00fcperviz\u00f6rl\u00fc\u011f\u00fc , webmaster\u2019l\u0131\u011f\u0131 , IT direkt\u00f6rl\u00fc\u011f\u00fc ve dijital projeler koordinat\u00f6rl\u00fc\u011f\u00fc g\u00f6revlerinde bulundu. Farkl\u0131 \u00fcniversitelerin farkl\u0131 fak\u00fcltelerinde \u00f6\u011fretim g\u00f6revlisi olarak bulunmu\u015f olan \u00dcnald\u0131; \u015fu an teknoloji ve pazarlama konular\u0131 ba\u015fta olmak \u00fczere bir\u00e7ok alanda hizmet veren Unaldi Consultancy\u2019nin kurucusudur. \u2028Selin \u00dcnald\u0131 ile evlidir. Su ve Toprak isminde iki \u00e7ocu\u011fu vard\u0131r.","sameAs":["http:\/\/atif.unaldi.org\/blog","https:\/\/www.facebook.com\/atifunaldi","https:\/\/www.instagram.com\/atifunaldi\/","https:\/\/www.linkedin.com\/in\/atifunaldi","https:\/\/x.com\/https:\/\/twitter.com\/atifunaldi","https:\/\/www.youtube.com\/c\/atifunaldi","https:\/\/soundcloud.com\/atif-unaldi","https:\/\/atifunaldi.tumblr.com"],"url":"http:\/\/atif.unaldi.org\/blog\/author\/atifunaldi\/"}]}},"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/posts\/13012","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/comments?post=13012"}],"version-history":[{"count":0,"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/posts\/13012\/revisions"}],"wp:attachment":[{"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/media?parent=13012"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/categories?post=13012"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/atif.unaldi.org\/blog\/wp-json\/wp\/v2\/tags?post=13012"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}