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The Resource Application of Geographical Information Systems and Soft Computation Techniques in Water and Water Based Renewable Energy Problems

Application of Geographical Information Systems and Soft Computation Techniques in Water and Water Based Renewable Energy Problems

Label
Application of Geographical Information Systems and Soft Computation Techniques in Water and Water Based Renewable Energy Problems
Title
Application of Geographical Information Systems and Soft Computation Techniques in Water and Water Based Renewable Energy Problems
Creator
Subject
Language
eng
Member of
Cataloging source
MiAaPQ
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Water Resources Development and Management Ser
Application of Geographical Information Systems and Soft Computation Techniques in Water and Water Based Renewable Energy Problems
Label
Application of Geographical Information Systems and Soft Computation Techniques in Water and Water Based Renewable Energy Problems
Link
http://libproxy.rpi.edu/login?url=https://ebookcentral.proquest.com/lib/rpi/detail.action?docID=5049874
Publication
Copyright
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Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Preface -- Acknowledgements -- Contents -- Introduction -- References -- Abstract -- Water Based Problems -- 1 Review of Reservoir Sediment Inflow Estimation for Teriang Reservoir, Malaysia -- Abstract -- 1.1 Introduction -- 1.2 Past Studies on Sedimentation Issues in Malaysia -- 1.3 Sg. Terengganu Basin Study: Feasibility of Hydroelectric Project [18] -- 1.4 Silting Study at Pedas Impounding Dam [3] -- 1.5 Water Resources Development for East Negeri Sembilan, Melaka, Northeast Johor [19] -- 1.6 Pergau Dam Feasibility Study [17] -- 1.7 Pahang Water Resources Study [20] -- 1.8 Johor Water Resources Study [21] -- 1.9 Detailed EIA of Bakun Hydroelectric Project [8] -- 1.10 Interstate Raw Water Transfer: Pahang-Selangor (NK/SMHB 2000) -- 1.11 Gerugu Dam Design [10] -- 1.12 Murum Hydroelectric Project Feasibility Study [9] -- 1.13 Kelinchi Reservoir [22] -- 1.14 Babagon Dam Design Report [20] -- 1.15 Reports by Researchers on Sedimentation -- 1.16 Sg. Weng Experimental Watershed [12] -- 1.17 TNB Seminar [15, 16] -- 1.17.1 Chenderoh Reservoir (CA = 6560 km2 -- Storage: Live = 84.4 MCM -- Dead = 9.06 MCM) -- 1.17.2 Ringlet Reservoir (CA = 183 km2 -- Storage: Live = 4.7 MCM -- Dead = 1.6 MCM) -- 1.18 Other Studies -- 1.19 Sediment Records Availability in the Sg. Teriang Basin -- 1.20 Methodology and Approach -- 1.21 Sediment Rating Flow Duration Curve Method -- 1.22 Results and Discussions -- 1.23 Summaries and Conclusions -- References -- Notes: Secondary Sources -- 2 Analyzing Extreme Events Using Standardized Precipitation Index During the 20th Century for Surat District, India -- Abstract -- 2.1 Introduction -- 2.2 Study Area -- 2.3 Methodology -- 2.4 Results and Analysis -- 2.5 Conclusions -- Acknowledgements -- References -- 3 An Approach to Develop an Alternative Water Quality Index Using FLDM -- Abstract -- 3.1 Introduction -- 3.1.1 Objective
  • 3.1.2 Study Area -- 3.2 Methodology -- 3.2.1 Development of Alternative Indices -- 3.2.1.1 Selection of MCDM Tool -- 3.2.1.2 Method of Aggregation -- Calculation of Weights of the Parameters -- Selection of Criteria -- Selection of Alternatives -- Calculation of Weights Using FLDM -- Calculation of Q Values -- 3.2.1.3 Calculation of WQI -- 3.2.2 Validation of the Proposed WQI -- 3.2.2.1 Comparison with Standard WQI -- 3.2.2.2 Comparison with Available Data -- 3.2.3 Data Collection -- 3.3 Results and Discussion -- 3.3.1 Calculation of Weights of the Parameters -- 3.3.1.1 Selection of Criteria -- 3.3.1.2 Selection of Alternatives -- 3.3.1.3 Calculation of FLDM WQI -- Ranking of Criteria -- Scoring of Alternatives -- Weights of the Parameters -- 3.3.2 Comparison of FLDM WQI with NSF WQI -- 3.3.3 Comparison of Results with Available Data -- 3.4 Conclusion -- Acknowledgements -- References -- Water Based Renewable Energy Problems -- 4 Development of Financial Liability Index for Hydropower Plant with MCDM and Neuro-genetic Models -- Abstract -- 4.1 Introduction -- 4.1.1 Hydro Power Plant (HPP) -- 4.1.2 Financial Factors of HPP -- 4.1.3 Justification and Objective -- 4.2 Multi Criteria Decision Making Methods -- 4.2.1 Analytical Hierarchy Process (AHP) -- 4.2.1.1 Definition -- 4.2.1.2 Working Principle -- 4.2.1.3 Applications -- 4.2.2 Fuzzy Decision Making -- 4.2.2.1 Definition -- 4.2.2.2 Working Principle -- 4.2.2.3 Applications -- 4.2.3 Analytic Network Process (ANP) -- 4.2.3.1 Definitions -- 4.2.3.2 Working Principle -- 4.2.3.3 Applications -- 4.2.4 Fuzzy Analytic Network Process (FANP) -- 4.2.4.1 Definition -- 4.2.4.2 Working Principle -- 4.2.4.3 Applications -- 4.3 ANN -- 4.3.1 Definition -- 4.3.2 Selection of Topology -- 4.4 Methodology -- 4.4.1 Application of the MCDM -- 4.4.1.1 Selection of Criteria -- 4.4.1.2 Selection of Alternatives
  • 4.4.1.3 Selection of Aggregation Methods -- 4.4.1.4 Development of the Index -- 4.4.2 Application of Neural Network and Genetic Algorithm -- 4.4.3 Validation of the Framework -- 4.4.3.1 Sensitivity Analysis -- 4.4.3.2 Case Study -- 4.5 Results and Discussion -- 4.5.1 MCDM -- 4.5.2 Liability Index -- 4.5.3 Validation of the Model -- 4.6 Conclusion -- References -- 5 Wave Energy Potential Site Selection Based on MCDM and Neural Network Analysis -- Abstract -- 5.1 Introduction -- 5.2 Multi Criteria Decision Making -- 5.2.1 Analytical Network Process (ANP) -- 5.3 Mechanism of Group Method Data Handling (GMDH) -- 5.4 Methodology -- 5.4.1 Application of MCDM -- 5.4.1.1 Criteria -- 5.4.1.2 Alternative -- 5.4.1.3 Aggregation Method -- 5.4.2 GMDH Model -- 5.5 Case Study -- 5.6 Result and Discussion -- 5.6.1 Objective Equation -- 5.6.2 Multi Linear Regression Model -- 5.7 Conclusion -- References -- 6 A MCDM-NBO Approach for Selection of Installation Location for Wave Energy Power Plants -- Abstract -- 6.1 Introduction -- 6.2 Wave Energy Potential in India -- 6.3 Methods Adopted -- 6.3.1 Ranking Method -- 6.3.1.1 Maximin -- 6.3.1.2 Minimax -- 6.3.1.3 Average Ranking Method -- 6.3.2 Multi-criteria Decision Making Method -- 6.3.2.1 Analytical Hierarchy Process (AHP) -- 6.3.2.2 Analytical Network Process (ANP) -- 6.3.2.3 Fuzzy Decision Making -- 6.3.2.4 AHP-Decision Making Trial and Evaluation Laboratory (DEMATEL) -- 6.3.2.5 Survival Function -- 6.3.2.6 Optimization Technique (OT) -- Genetic Algorithms (GA) -- Particle Swarm Optimization (PSO) -- Differential Evolution Algorithm (DE) -- 6.4 Proposed Methodology -- 6.4.1 Detailed Methodology -- 6.4.1.1 Citation Frequency in the Related Literature -- 6.4.1.2 Efficiency Potential -- 6.4.1.3 Cost Potential -- 6.4.1.4 Selection of Alternatives -- 6.4.1.5 Aggregation Method -- 6.4.1.6 Study Area
  • 6.4.1.7 Determination of the Objective Function for Optimization -- 6.5 Conclusion -- References -- 7 Cost Optimization of High Head Run of River Small Hydropower Projects -- Abstract -- 7.1 Introduction -- 7.2 Methodology -- 7.2.1 Generation of Cost Data for Civil Work Components -- 7.2.2 Development of Correlations -- 7.3 Analysis for Project Cost -- 7.3.1 Civil Works -- 7.3.1.1 Analysis for Development of Cost Correlation -- 7.3.1.2 Cost Analysis -- 7.3.2 Electro-Mechanical Equipment -- 7.3.3 Total Cost -- 7.4 Cost Optimization -- 7.4.1 Objective Function -- 7.4.2 Particle Swarm Optimization Technique -- 7.4.3 Optimization Methodologies for Generation Cost Problems -- 7.5 Results and Discussions -- 7.6 Conclusions -- Acknowledgements -- Appendix-1 -- References -- 8 An Approach for Wind-Pumped Storage Plant Scheduling Under Uncertainty -- Abstract -- 8.1 Introduction -- 8.2 Wind Forecast Model -- 8.3 Problem Formulation -- 8.3.1 Wind PSP Model -- 8.3.2 Objective Function -- 8.3.3 Constraints -- 8.3.3.1 Grid Power for Pumping Constraints -- 8.3.3.2 Wind Power Constraint -- 8.3.3.3 Pumping Constraint -- 8.3.3.4 Energy Balance in Upper Reservoir -- 8.3.3.5 Upper Reservoir Limit -- 8.3.3.6 Generation Limit -- 8.3.3.7 Pumping Limit -- 8.3.3.8 Switching Constraint -- 8.4 Taguchi Method -- 8.5 Methodology -- 8.5.1 Problem Description -- 8.5.2 Wind Power Forecasts -- 8.5.3 Market Imbalance and Price -- 8.5.4 Taguchi's Orthogonal Array Model -- 8.6 Results and Discussions -- 8.7 Conclusions -- References -- Index
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{'f': 'http://opac.lib.rpi.edu/record=b4389139'}
Extent
1 online resource (205 pages)
Form of item
online
Isbn
9789811062056
Media category
computer
Media MARC source
rdamedia
Media type code
c
Sound
unknown sound
Specific material designation
remote

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