Solar Energy Validation for Strategic Investment Planning via Comparative Data Mining Methods: An Expanded Example within the Cities of Turkey
المؤلفون المشاركون
Yuregir, Oya H.
Sagiroglu, Cagri
المصدر
International Journal of Photoenergy
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-07-04
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
Energy supply together with the data management is one of the key challenges of our century.
Specifically, to decrease the climate change effects as energy requirement increases day by day poses a serious dilemma.
It can be adequately reconciled with innovative data management in (renewable) energy technologies.
The new environmental-friendly planning methods and investments that are discussed by researchers, governments, NGOs, and companies will give the basic and most important variables in shaping the future.
We use modern data mining methods (SOM and K -Means) and official governmental statistics for clustering cities according to their consumption similarities, the level of welfare, and growth rate and compare them with their potential of renewable resources with the help of Rapid Miner 5.1 and MATLAB software.
The data mining was chosen to make the possible secret relations visible within the variables that can be unpredictable at first sight.
Here, we aim to see the success level of the chosen algorithms in validation process simultaneously with the utilized software.
Additionally, we aim to improve innovative approach for decision-makers and stakeholders about which renewable resource is the most suitable for an exact region by taking care of different variables at the same time.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Yuregir, Oya H.& Sagiroglu, Cagri. 2016. Solar Energy Validation for Strategic Investment Planning via Comparative Data Mining Methods: An Expanded Example within the Cities of Turkey. International Journal of Photoenergy،Vol. 2016, no. 2016, pp.1-16.
https://search.emarefa.net/detail/BIM-1106533
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Yuregir, Oya H.& Sagiroglu, Cagri. Solar Energy Validation for Strategic Investment Planning via Comparative Data Mining Methods: An Expanded Example within the Cities of Turkey. International Journal of Photoenergy No. 2016 (2016), pp.1-16.
https://search.emarefa.net/detail/BIM-1106533
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Yuregir, Oya H.& Sagiroglu, Cagri. Solar Energy Validation for Strategic Investment Planning via Comparative Data Mining Methods: An Expanded Example within the Cities of Turkey. International Journal of Photoenergy. 2016. Vol. 2016, no. 2016, pp.1-16.
https://search.emarefa.net/detail/BIM-1106533
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1106533
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر