Applied Soft Computing and Embedded System Applications in Solar Energy - Applied Soft Computing and Embedded System Applications in Solar Energy -

MPPT Control Systems for PV Power Plants Introduction Economic Aspects of PV Power Sources Major Requirements for PV Facilities Control PV Characteristics Presence of Single and Multiple Maximum Points MPPT Algorithms Deterministic Algorithms Fuzzy Logic Control Algorithm Artificial Neural Network Differential Evolution Initialization Mutation Crossover MPPT Implementation by Electronic Circuits Conclusion References Relay Coordination Optimization for Solar PV Integrated Grid Using the Water Cycle Optimization Algorithm Introduction Literature Review Modelling Optimal Relay Coordination Model Objective Function The Constraint for the Overcurrent Relay Coordination Model Implementation of PV in the IEEE 13 Node Test Feeder Water Cycle Algorithms Result and Discussion Conclusion References Experimental Investigation of Performance of PV Array Topologies under Simulated PSCs Introduction THEORETICAL BACKGROUND Equivalent Circuit Model of PV Cells Calculation of PV Performance Parameters Mismatch Power Loss (ΔPL)Experimental Setup and Design of Experiment Array Configuration Studied in the Present Work Series Parallel (SP)Bridge-link (BL)Total Cross-tied (TCT)Simulated Partial Shading Conditions No Shading (NS)Column Shading (CS)Row Shading (RS)Diagonal Shading (DS)Random Shading Condition Result and Discussion Conclusion References Artificial Intelligence in PV System Introduction AI Techniques Used in PV Systems Ensemble Learning Deep Learning Convolutional Neural Network (CNN)Boltzmann Machine (BM)Auto Encoder Machine Learning Extreme Learning Machine (ELM)Neural Network AI Techniques Metaheuristics-Based AI Techniques Conclusions References Thermodynamic Approaches and Techniques for Solar Energy Conversion Introduction Importance of Solar Energy Nature of Solar Energy Thermodynamic Approach Thermal Equilibrium Solar Collector (Types and Applications)Flat Plate Solar Water Collector Evacuated Tube Collector Solar PV Systems and Applications Domestic Off-Grid Photovoltaic System Non-Domestic Off-Grid Photovoltaic System Grid Connecting Photovoltaic Systems Centralized Grid-Connected Photovoltaic Systems Applications of Solar Energy Solar Batteries Solar-Pumping Solar Water Heating CONCLUSION References Memristive Behavior: Tool for Fault Detection and Repairing Dye Solar Cells Introduction Green Energy Photovoltaics PV Cell Behavior and V-l Characteristics Influence of Temperature on Solar Cell Characteristics Dye-Synthesized Solar Cell Overview of Device Physics Photogeneration Charge Transportation Memristor DSSC from Memristive Viewpoint DSSC Fault Detection DSSC Spice Model DSSC Fault Detection and Repair Using Memristor Sensing Operation K-Segment Sensing and Memristor Resetting Configuration and Repair Conclusion References Development of loT-Based Data Acquisition System for Real-Time Monitoring of Solar PV System Introduction Literature Review Hardware System Description Modeling of DAS Performance Results and Validation Discussion on Observations Conclusion References Marine Photovoltaics - An loT-Integrated Approach to Enhance Efficiency Introduction Laws and Regulations in the Maritime Sector Solar Energy Potential Internet of Things (IoT) and the Ocean Floating Photovoltaics Floating Renewable-Powered Buoys Case Study: Catalina Sea Ranch (CSR)Renewable-Powered Marine Vessels Case Study: Smart Containers Efficient Solar-Powered Marine Vessels Conclusion References Deep Learning Approach towards Solar Energy Forecast Introduction Literature Review Storage Energy and Power Cells Mining of the Patents Latent Dirichlet Allocation Related Work Mathematical Term Techniques Moving Average Process ARIMA SARIMA K Nearest Neighbors Regression Trees Designing Long Short-Term Memories Auto STM Statistical Forecasting Flame Working Model Views Deep Learning Daily Vertebo Data Processing Temporal Weather Grid Mutability Data Mining with Visualization Cross-Validation Issues Still in Work Metrics Error Methodology Results Comparison Conclusion References The Imperative Role of Solar Power Assistance for Embedded Based Climatic Parameters Measurement Systems Introduction Literature Review Comparative Study of Existing Systems Based on Technology and Applications Conclusion References IoT with Automation Clustering to Detect Power Losses with Energy Consumption and Survey of Defense Machinery against Attacks Introduction Research Method Sybil Attack Properties Compromised Phase Deployment Phase Launching Phase Attack Detection in Wireless ad-hoc Network Cryptographic Based Location Verification Based Network Behavior-Based Resource Testing Trust-Based Discussion, Results and Analysis General Detection Issue VANET Issue Learning-Based Issue Centralized vs Decentralized Issue Conclusion Conflict of Interest References