Intelligent and concurrent analytic platform for renewable energy policy assessment using open data resources

Danny Y.C. Wang, Amy J.C. Trappey*, Charles V. Trappey, S. J. Li

*此作品的通信作者

研究成果: Conference contribution同行評審

1 引文 斯高帕斯(Scopus)

摘要

Renewable, clean and economically viable energy sources are needed as alternatives to fossil fueled energy in order to effectively reduce carbon dioxide emissions. Often, the facilities installation costs for generating renewable energy is higher than the cost of traditional power generating facilities. Thus, governments need effective policies, regulations, and incentives to promote the usage of renewable energy. The policies used for promoting specific categories of renewable energies, such as on-shore or off-shore wind farms and solar power plants, vary significantly. These policies' success depends on the policy goals, regulations, taxation, incentives and promotional schemes, which require careful evaluation and assessment using globally available energy/environment/economic (3E) data. The purpose of this study is to propose an intelligent and concurrent analytic platform for renewable energy policy assessment, which can automatically collect, update, integrate, and harmonize data from pre-authorized websites and online databases for analytic modeling. Further, data mining techniques (e.g., clustering analysis and self-organizing maps - SOM) are adopted to identify types of renewable energies, their attributes, economic factors, projected demands and supplies, and environmental benefits and impacts. The research achieves three outcomes. First, the intelligent and concurrent platform architecture is developed and the prototype system is implemented with data management, decision-support model management, and user interface modules. Second, the dynamic data retrieval technique from authorized online data sources for analytic modeling is depicted. Finally, the SOM intelligent model is built and linked to the database as an analytic tool in the model management module.

原文English
主出版物標題Moving Integrated Product Development to Service Clouds in the Global Economy - Proceedings of the 21st ISPE Inc. International Conference on Concurrent Engineering, CE 2014
編輯Shuo-Yan Chou, Josip Stjepandic, Wensheng Xu, Jianzhong Cha, Richard Curran
發行者IOS Press BV
頁面781-789
頁數9
ISBN(電子)9781614994398
DOIs
出版狀態Published - 1 一月 2014
事件21st ISPE Inc. International Conference on Concurrent Engineering, CE 2014 - Beijing, China
持續時間: 8 九月 201411 九月 2014

出版系列

名字Moving Integrated Product Development to Service Clouds in the Global Economy - Proceedings of the 21st ISPE Inc. International Conference on Concurrent Engineering, CE 2014

Conference

Conference21st ISPE Inc. International Conference on Concurrent Engineering, CE 2014
國家/地區China
城市Beijing
期間8/09/1411/09/14

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