Photovoltaic Systems

2 Fault Diagnosis Techniques for Solar Plant Based on Unsupervised Sample Clustering Probabilistic Neural Network Model

K. Umamaheswari and N. Yogambal Jayalashmi

Dr. Mahalingam College of Engineering and Technology, Pollachi, India

DOI: 10.1201/9781003202288-2

Contents

1. 2.1 Introduction: Background and Driving Forces
   • 2.1.1 Existing Works of Literature
2. 2.2 Theory of Photovoltaic Faults
   • 2.2.1 Photovoltaic Minor Fault Condition
   • 2.2.2 Photovoltaic Medium Fault Condition
   • 2.2.3 Photovoltaic Heavy Fault Condition
3. 2.3 Mathematical Modeling of the PV Systems
4. 2.4 Materials and Method
   • 2.4.1 Probabilistic Neural Network
   • 2.4.2 Multiverse Optimization Algorithm (MOA)
   • 2.4.3 Social Spider Optimization Algorithm (SSA)
   • 2.4.4 Hybrid Multiverse Social Spider ...