Modeling and Control Technology for Energy Storage System of All Vanadium Flow Battery
Large scale electrochemical energy storage technology can effectively improve the safety and operational efficiency of the power grid, and is the fundamental support technology for smart grids. It is of great significance for the national implementation of the major strategy of energy structure adjustment. All vanadium flow batteries have unique advantages such as high safety, long lifespan, and low cost, and are listed as a large-scale energy storage technology in the "Energy Technology Revolution and Innovation Action Plan (2016-2030)" organized by the National Development and Reform Commission and the National Energy Administration.
In order to accelerate the cultivation of "highly skilled and scarce" talents in the field of energy storage, the Ministry of Education, the National Development and Reform Commission, and the National Energy Administration jointly formulated the "Action Plan for the Development of Energy Storage Technology Disciplines (2020-2024)", providing guidance for promoting the high-quality development of China's energy storage industry and energy.
This book is written around the model and control of an all vanadium flow battery energy storage system, summarizing the research results of the author's team. Referring to relevant domestic research teams and conference reports, it is divided into 9 chapters. Chapter 1 introduces the classification, development, and application of large-scale energy storage technologies, and summarizes the key technologies of all vanadium flow batteries, existing energy storage policies, and domestic and international standards for all vanadium flow batteries. Chapter 2 introduces the working principle, chemical reaction process, structure, and main parameters of all vanadium flow batteries, and provides common all vanadium flow battery products and specifications in the market. Chapter 3 summarizes the common mathematical models of all vanadium flow batteries, establishes a hybrid model and state space equation for all vanadium flow batteries, and derives the mathematical model of the battery pack. Chapter 4 elaborates on the SOC estimation method for all vanadium flow batteries and provides an estimation scheme for the energy storage system of all vanadium flow batteries. Chapter 5 mainly provides a detailed description of the DC side interface device (bidirectional DC/DC) for all vanadium flow batteries, establishes a model of bidirectional DC/DC converter, and provides a control strategy for multi DC/DC parallel operation. Chapter 6 establishes a model of the AC side interface device (PCS) for all vanadium flow batteries, analyzes the instability mechanism of multi PCS parallel operation, and proposes a method for suppressing resonance in multi PCS parallel system. Chapter 7 elaborates on the hierarchical control of all vanadium flow batteries, including the charging and discharging control of the formation and power coordination control. Chapter 8 provides engineering examples of all vanadium flow batteries and general scenarios for their application. Chapter 9 elaborates on other liquid flow battery energy storage technologies. The entire book will provide useful references for the modeling, control, and application of all vanadium flow battery energy storage systems, with good readability and reference value.
catalogue
order
Preface
Chapter 1 Liquid Flow Battery Energy Storage Technology 1
1.1 Classification of large-scale energy storage technology 1
1.1.1 Introduction to large-scale energy storage technology 2
1.1.2 Application of large-scale energy storage technology 13
1.2 Development of All Vanadium Flow Batteries 23
1.3 Application of All Vanadium Flow Battery 26
1.3.1 Application Field 26
1.3.2 Demonstration Project 27
1.4 Key Technologies of All Vanadium Flow Batteries 34
1.5 Policies, Regulations, Standards and Norms 35
1.5.1 Policies and Regulations 35
1.5.2 Standard specifications 41
1.6 Summary of this chapter 43
1.7 References 43
Chapter 2 Principle and Structure of All Vanadium Flow Battery 48
2.1 Working Principle of All Vanadium Flow Battery 48
2.2 Structure of all vanadium flow battery 50
2.2.1 Stack 50
2.2.2 Electricity * 51
2.2.3 Double * Plate 54
2.2.4 Ion exchange membrane 55
2.2.5 Electrolyte 57
2.2.6 Sealing Structure 60
2.2.7 Pipeline and circulating pump 61
2.3 Storage Structure of All Vanadium Flow Battery 61
2.4 Main parameters of all vanadium flow battery 64
2.4.1 Power and Capacity 65
2.4.2 Voltage and Current 65
2.4.3 Efficiency 66
2.4.4 Cycle Life 66
2.4.5 State of Charge 66
Common Products and Specifications of 2.5 All Vanadium Flow Batteries 67
2.6 Summary of this chapter 72
2.7 References 72
Chapter 3 Mathematical Model of All Vanadium Flow Battery 76
3.1 Modeling Methods for All Vanadium Flow Batteries 76
3.2 Overview of all vanadium flow battery models 77
3.2.1 Electrochemical Model 77
3.2.2 Circuit Model 83
3.2.3 Hybrid Model 87
3.3 Mixed Model and Characteristic Analysis of All Vanadium Flow Battery 88
3.3.1 Mixed model of all vanadium flow battery 88
3.3.2 Characteristic Analysis 94
3.4 State Space Model and Sensitivity Analysis of All Vanadium Flow Battery 99
3.4.1 State Space Model of All Vanadium Flow Battery 99
3.4.2 Sensitivity Analysis of All Vanadium Flow Battery 101
3.5 All vanadium flow battery pack model 112
3.6 Summary of this chapter 119
3.7 References 119
Chapter 4 SOC Estimation of All Vanadium Flow Batteries 125
4.1 Overview of SOC estimation 125
4.2 SOC estimation of all vanadium flow batteries based on RLS and EKF algorithms 127
4.2.1 RLS and EKF algorithms 127
4.2.2 Experimental verification of RLS and EKF algorithms for estimating SOC 131
4.3 SOC estimation of all vanadium flow battery based on IEKF algorithm 136
4.3.1 IEKF algorithm 136
4.3.2 Experimental Validation of IEKF Algorithm for Estimating SOC 138
4.3.3 Convergence and Robustness Analysis of IEKF Algorithm for Estimating SOC 139
4.4 SOC estimation of all vanadium flow battery based on dual Kalman filtering algorithm 145
4.4.1 Dual Kalman Filter Algorithm145
4.4.2 Verification of SOC estimation using dual Kalman filtering algorithm 147
4.5 SOC estimation scheme for all vanadium flow battery energy storage system 149
4.6 Summary of this chapter 153
4.7 References 154
Chapter 5 DC Side Interface and Control of All Vanadium Flow Battery 156
5.1 Classification and Topology of Bidirectional DC/DC Converters 157
5.1.1 Non isolated bidirectional DC converter 157
5.1.2 Isolated bidirectional DC converter 160
5.1.3 Comparison of Several Typical Bidirectional DC Converters 163
5.2 Buck/Boost Converter164
5.2.1 Working Principle of Buck/Boost Converter164
5.2.2 Modeling of Buck/Boost Converter State Averaging 165
5.2.3 Static Operating Point Analysis of Buck/Boost Converter167
5.2.4 Buck/Boost Converter Small Signal Analysis 168
5.2.5 Model Validation 169
5.3 Dual Active Full Bridge (DAB) Bidirectional DC/DC Converter 170
5.3.1 Working principle of DAB converter 170
5.3.2 DAB reflux power analysis 172
5.3.3 Improving State Space Average Modeling 174
5.3.4 DAB Static Working Point Analysis 176
5.3.5 DAB Small Signal Analysis 176
5.3.6 Model Validation 177
5.4 Multiple DC/DC Parallel Operation Control 184
5.4.1 Control Strategy for Energy Storage System with Multiple DC/DC Parallel Operation 185
5.4.2 System stability analysis 188
5.4.3 Simulation Validation and Result Analysis 197
5.5 Summary of this chapter 205
5.6 References 206
Chapter 6 AC Side Interface and Control of All Vanadium Flow Battery 207
6.1 Energy Storage Converter (PCS) 207
6.1.1 PCS Topology Structure 208
6.1.2 Mathematical Model of PCS 208
6.1.3 PCS dual closed-loop control strategy 209
6.1.4 Simulation analysis 214
6.2 Multiple PCS Parallel Operation Control 219
6.2.1 Analysis of the Instability Mechanism of PCS Parallel System 219
6.2.2 Research on Resonance Suppression Methods for PCS Parallel Systems 231
6.3 Summary of this chapter 240
6.4 References 241
Chapter 7 Layered Control of All Vanadium Flow Battery Energy Storage System 242
7.1 Layered Control Structure of All Vanadium Flow Battery Energy Storage System 242
7.2 Local Charge and Discharge Control of All Vanadium Flow Batteries 243
7.2.1 Charging and discharging methods for all vanadium flow batteries 243
7.2.2 Charging and discharging control strategies for all vanadium flow batteries 244
7.2.3 Simulation of Charge and Discharge Control for All Vanadium Flow Batteries 245
7.3 Based on P? Power Coordination Control of AWPSO's All Vanadium Flow Battery Energy Storage System 249
7.3.1 Mathematical model for coordinated control of all vanadium flow battery energy storage system 249
7.3.2 Coordinated Control Algorithm for Energy Storage System of All Vanadium Flow Battery 253
7.3.3 Example Simulation 257
7.4 Energy Storage System of All Vanadium Flow Battery Based on Simulated Annealing Particle Swarm Optimization Algorithm
Power coordination control 265
7.4.1 Simulated Annealing Particle Swarm Optimization Algorithm265
7.4.2 Construction of multi-objective function for power distribution of all vanadium flow battery energy storage system 268
7.4.3 Example Simulation 275
Double Layer Power Distribution Technology for 7.5 All Vanadium Flow Battery Energy Storage Power Station 282
7.5.1 Energy storage charging and discharging power constraints 283
7.5.2 Upper Power Optimization Allocation 284
7.5.3 Dynamic balancing of lower power 288
7.5.4 Example Analysis 290
7.6 Summary of this chapter 294
7.7 References 295
Chapter 8 Application Examples of All Vanadium Flow Battery Energy Storage System 297
8.1 10MW/40MW? Design of Energy Storage System for All Vanadium Flow Battery 297
8.1.1 System Integration Design 297
8.1.2 System Electrical Design 310
8.1.3 Design of energy storage containers (shelters) 314
8.2 All vanadium flow battery energy storage system testing platform 318
8.2.1 Overall System Architecture 318
8.2.2 System Hardware Platform 319
8.2.3 System Software Platform 320
8.3 Energy Management System for All Vanadium Flow Battery Based on Wincc OA 322
8.3.1 Overall System Architecture 322
8.3.2 System Hardware Platform 324
8.3.3 System Software Platform 325
8.4 Integrated Optical Storage System 327
8.4.1 Overall System Architecture 327
8.4.2 System Hardware Platform 328
8.4.3 System Software Platform 330
8.5 Research on Application Modes of All Vanadium Flow Battery Energy Storage System in Different Scenarios 332
8.5.1 Application Modes in Photovoltaic Scenario332
8.5.2 Application Modes in Wind Power Scenario337
8.6 Summary of this chapter 342
8.7 References 342
Chapter 9 Other Liquid Flow Battery Energy Storage Technologies 343
9.1 Iron chromium flow battery 343
9.1.1 Working principle of ferrochrome flow battery 343
9.1.2 Characteristics of ferrochrome flow batteries 343
9.1.3 Development History of Ferrochrome Flow Batteries 345
9.1.4 Research status of ferrochrome flow batteries 346
9.2 Zinc Bromine Flow Battery 348
9.2.1 Working Principle of Zinc Bromine Flow Battery 348
9.2.2 Characteristics of Zinc Bromine Flow Battery 349
9.2.3 Development History of Zinc Bromine Flow Battery 350
9.2.4 Research Status of Zinc Bromine Flow Battery 352
9.3 Summary of this chapter 353
9.4 References 353