Preface xv Sivasankari SUNDARAM Chapter 1. A Stochastic Framework for Enhancing Smart Grid Reliability under Solar Generation Uncertainty in Keeping with Emission Standards 1 Suriya PONNAMBALAM and Ilampoornan M.K. 1.1. Introduction 1 1.2. Literature review 3 1.
3. Problem formulation 11 1.4. Uncertainty in solar power generation 16 1.5. Real-time monitoring in SGs 17 1.6. Optimization of electricity flow in SGs 20 1.
7. Conclusion 22 1.8. Policy implications 22 1.9. Future directions 23 1.10. References 24 Chapter 2.
A Hybrid Machine Learning Approach to Assessing the Comprehensive Health of Batteries in Electric Vehicles 27 Venkatesh MURUGAN, Satish Kumar RAMOJI, Venkata Pavan Kumar ARAPIRALA, Lalit Chandra SAIKIA and Biswanath DEKARAJA 2.1. Introduction 28 2.2. Literature review 29 2.3. System design 32 2.4.
Model development 35 2.5. Model evaluation and constraints 38 2.6. Data generation and preprocessing 41 2.7. Model training 41 2.8.
Results and discussion 42 2.9. Conclusion 51 2.10. References 52 Chapter 3. Operation and Control of an Autonomous Hybrid Generation System Based on Wind, Solar, Biogas and Battery Bank 55 Nindra SEKHAR, Kumaresan N, Venkatesh BODDAPATI, Ravulakari KALYAN, Venkata Madhavaram T and Nethravathi S 3.1. Introduction 56 3.
2. Autonomous hybrid renewable generation system 59 3.3. Comprehensive operation of the proposed AHRGS 65 3.4. AHRGS control strategy 67 3.5. Simulation results for the proposed hybrid system 70 3.
6. Experimental outcomes of the proposed hybrid system 84 3.7. Conclusion 93 3.8. Acknowledgments 94 3.9. References 94 Chapter 4.
Techno-Economic Analysis of a Hybrid Renewable Energy System with Solar PV, Wind and Biomass for Off-Grid Communities: A HOMER-Based Case Study in Aalborg, Denmark 97 Venkatesh BODDAPATI, Nethravathi S, Prakash D.B., Nindra SEKHAR and Arul Daniel S. 4.1. Introduction 98 4.2. Proposed system architecture 99 4.
3. System modeling 99 4.4. Economic analyses 102 4.5. Results and discussion 105 4.6. Comparison of different case studies and their economic analysis 129 4.
7. Summary 130 4.8. Conclusion 130 4.9. References 130 Chapter 5. Impact of Field Degradation Rates on the Levelized Cost of Energy (LCOE) for Solar PV Systems 133 Almas and Sivasankari SUNDARAM 5.1.
Introduction 134 5.2. Literature on PV degradation and LCOE computation techniques 137 5.3. Experimental setup and data acquisition framework 139 5.4. LCOE formulation and integration of field-derived Rd 143 5.5.
Results and discussion 146 5.6. Conclusion and future scope 147 5.7. Future scope 147 5.8. References 148 Chapter 6. Harnessing the Future: The Critical Role of Energy System Models in Shaping Sustainable and Resilient Global Energy Landscapes 151 Venkatesh R and Subramani K 6.
1. Introduction 152 6.2. Energy system models: key concepts and types 158 6.3. The role of energy system models in sustainable energy transitions 167 6.4. Predicting future energy scenarios 171 6.
5. Energy system models and policy making 172 6.6. Impact of energy system models on greenhouse gas emissions and climate goals 174 6.7. Energy system models and global energy resilience 178 6.8. Conclusion 180 6.
9. References 183 Chapter 7. Application of Digital Technologies in Renewable Energy Systems 187 Manimegalai S. and Binu Ben Jose D.R. 7.1. Introduction 188 7.
2. Overview of RESs 191 7.3. Core digital technologies 196 7.4. Applications across renewable sources 202 7.5. Predictive maintenance and asset management 212 7.
6. Data-driven decision-making 217 7.7. Case studies 217 7.8. Challenges and considerations 218 7.9. Future directions 220 7.
10. Conclusions 222 7.11. References 223 Chapter 8. Enhancing UAV Performance in Energy Applications through Advanced Algorithms and Hardware 227 Pranitha KARTHIKEYAN and Sivathanu Pillai A 8.1. Introduction 227 8.2.
Important domain for applications 228 8.3. Literature synthesis 229 8.4. Objectives 230 8.5. Line edge cutting method 230 8.6.
Lucas-Kanade method 232 8.7. Contour approximation and mask edge method 234 8.8. Proposed improved contour and mapping method 236 8.9. Implementation design steps 239 8.10.
Conclusion 242 8.11. Appendix 242 8.12. References 244 Chapter 9. The Role of Green Hydrogen in a Sustainable Energy Future: A Technoeconomic Review 247 Arunkumar N, Arun J and Balasabarinathan K.V. 9.
1. Introduction 248 9.2. Outline of green hydrogen energy systems 249 9.3. Integrated modeling, experimental investigations and applied projects aimed at advancing green hydrogen energy solutions 256 9.4. A thorough review and exploration of future opportunities for GHESs 262 9.
5. Conclusion 264 9.6. References 265 List of Authors 269 Index 273.