| Description |
1 online resource (255 p.) |
| Series |
Mathematical Engineering, Manufacturing, and Management Sciences Ser |
|
Mathematical Engineering, Manufacturing, and Management Sciences Ser
|
| Contents |
Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- Preface -- Acknowledgements -- Editors -- Contributors -- Chapter 1 MPPT Control Systems for PV Power Plants -- 1.1 Introduction -- 1.1.1 Economic Aspects of PV Power Sources -- 1.1.2 Major Requirements for PV Facilities Control -- 1.1.3 PV Characteristics -- 1.1.4 Presence of Single and Multiple Maximum Points -- 1.2 MPPT Algorithms -- 1.2.1 Deterministic Algorithms -- 1.2.2 Fuzzy Logic Control Algorithm -- 1.2.3 Artificial Neural Network -- 1.2.4 Differential Evolution -- 1.2.4.1 Initialization |
|
1.2.4.2 Mutation -- 1.2.4.3 Crossover -- 1.3 MPPT Implementation by Electronic Circuits -- 1.4 Conclusion -- References -- Chapter 2 Relay Coordination Optimization for Solar PV Integrated Grid Using the Water Cycle Optimization Algorithm -- 2.1 Introduction -- 2.2 Literature Review -- 2.3 Modelling Optimal Relay Coordination Model -- 2.3.1 Objective Function -- 2.3.2 The Constraint for the Overcurrent Relay Coordination Model -- 2.4 Implementation of PV in the IEEE 13 Node Test Feeder -- 2.5 Water Cycle Algorithms -- 2.6 Result and Discussion -- 2.7 Conclusion -- References |
|
3.6.4 Diagonal Shading (DS) -- 3.6.5 Random Shading Condition -- 3.7 Result and Discussion -- 3.8 Conclusion -- References -- Chapter 4 Artificial Intelligence in PV System -- 4.1 Introduction -- 4.2 AI Techniques Used in PV Systems -- 4.2.1 Ensemble Learning -- 4.2.2 Deep Learning -- 4.2.3 Convolutional Neural Network (CNN) -- 4.2.4 Boltzmann Machine (BM) -- 4.2.5 Auto Encoder -- 4.2.6 Machine Learning -- 4.3 Extreme Learning Machine (ELM) -- 4.4 Neural Network AI Techniques -- 4.5 Metaheuristics-Based AI Techniques -- 4.6 Conclusions -- References |
|
Chapter 5 Thermodynamic Approaches and Techniques for Solar Energy Conversion -- 5.1 Introduction -- 5.2 Importance of Solar Energy -- 5.3 Nature of Solar Energy -- 5.4 Thermodynamic Approach -- 5.5 Thermal Equilibrium -- 5.5.1 Solar Collector (Types and Applications) -- 5.5.2 Flat Plate Solar Water Collector -- 5.5.3 Evacuated Tube Collector -- 5.6 Solar PV Systems and Applications -- 5.6.1 Domestic Off-Grid Photovoltaic System -- 5.6.2 Non-Domestic Off-Grid Photovoltaic System -- 5.6.3 Grid Connecting Photovoltaic Systems -- 5.6.4 Centralized Grid-Connected Photovoltaic Systems |
| Notes |
Description based upon print version of record |
|
5.7 Applications of Solar Energy |
| Form |
Electronic book
|
| Author |
Kumar Pandey, Jitendra
|
|
Sharmu, Abhishek
|
|
Nautiyal, Om Prakash
|
|
Ram, Mangey
|
| ISBN |
9781000391732 |
|
1000391736 |
|
