Optimal Resource Management and Control Based on Blockchain Framework for Reliable Hydrogen System = 안정적인 수소 시스템을 위한 블록체인 프레임워크 기반 최적의 자원 관리 및 제어

목차 (Table of Contents)

• Chapter 1. Introduction 1
• 1.1 Background.5
• 1.2 Motivation 12
• 1.3 Problem Statement 14
• 1.4 Proposed Approach and Solutions 16
• 1.5 Contributions 24
• 1.6 Thesis Organization .27
• Chapter 2. Related Work 31
• 2.1 Hydrogen Storage Management 33
• 2.2 Hydrogen Delivery Price Optimization .35
• 2.3 Blockchain-based Energy Management 37
• 2.4 Fault Detection based on Machine Learning Algorithm 41
• Chapter 3. Optimal Hydrogen Storage Management Based 45
• 3.1. Optimal Hydrogen Storage Management Scheme 49
• 3.2. Optimization Methodology of Hydrogen Storage State using 51
• 3.3 Simulation Results of Optimal Hydrogen Storage Management .58
• Chapter 4. Optimal Price Management For Hydrogen Delivery 77
• 4.1. Optimal Hydrogen Delivery Price Management for Efficient 80
• 4.2. Optimal Price Mechanism Decision Based on Profit .84
• 4.3 Simulation and Results of Optimal Hydrogen Delivery .85
• Chapter 5. Secure Hydrogen Resource Performance 97
• 5.1 Hierarchal Blockchain Architecture for Hydrogen.101
• 5.2 Smart Contract Algorithms for Hydrogen Resource Performance Monitoring 108
• 5.3Experiments and Results for Hydrogen Resource Performance
• Management 114
• 5.4Performance Analysis for Hydrogen Resource Performance
• Management 123
• Chapter 6. Secure Hydrogen Resource Control Mechanism based on Smart Contract
• 131
• 6.1 Secure Hydrogen Resource Control Mechanism Based on Blockchain
• Framework 133
• 6.2 Smart Contract Mechanism for Secure Hydrogen Resource Control 137
• 6.3 Experiments and Results of Secure Hydrogen Resource Control .149
• Chapter 7. Hydrogen Resource Fault management Based on Abnormal Detection ..157
• 7.1 Hydrogen Resource Fault Management Based on Blockchain Framework .159
• 7.2 Solar Panel and Wind Fault Detection Based on Abnormal Data .162
• 7.4 Electrolyzer Fault Detection Based on Abnormal Data .173
• 7.5 Experiment and Results of Hydrogen Resource Fault Management 177
• Chapter 8. Conclusion and Future Work .201
• References 207