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Impact of Climate Change on Hydro-Energy Potential : a MCDM and Neural Network Approach

Author: Mrinmoy Majumder; Apu K Saha
Publisher: Singapore Springer Singapore 2016.
Series: SpringerBriefs in Energy
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This Brief presents the impact of climatic abnormalities on hydropower potential of different regions of the World. In this regard, multi-criteria decision making and neural network are used to predict the impact of the change cognitively by an index. The results from the study show that the hydro-energy potential of the Asian region is mostly vulnerable with respect to other regions of the World. The model results  Read more...
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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Mrinmoy Majumder; Apu K Saha
ISBN: 9789812873057 9812873058
OCLC Number: 950942029
Description: 1 Online-Ressource.
Contents: Introduction.- Justification.- Climate Change and Hydro-Energy.- Objective and Scope.- Brief Methodology.- Case Studies.- Hydro-Energy.- Definition.- Type of Hydro-Energy.- Hydro-Energy Potential.- Factors of Hydro-Energy Potential.- Climate Change.- Definition.- Effects of Climate Change.- Causes of Climate Change.- Climatic Impact Studies.- Multi Criteria Decision.- Making.- Definition.- Working Principal.- Different Types of MCDM.- Applications.- Artificial Neural Network Definition.- Working Principle Applications.- Development of Climate Change Impact Index.- Applications of MCDM.- Climate change impact Index.- Development of Neural Network Model.- Validation of the Index.- Sensitivity Analysis.- Case Studies.- Asia.- Africa.- Europe.- USA.- Latin America.- Oceania.- Result and Discussions.- Results.- MCDM Results.- ANN Results.- Case Studies.- Discussions.- Conclusion.
Series Title: SpringerBriefs in Energy
Responsibility: by Mrinmoy Majumder, Apu K. Saha.

Abstract:

This Brief presents the impact of climatic abnormalities on hydropower potential of different regions of the World. The results from the study show that the hydro-energy potential of the Asian region  Read more...

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