학술논문

An Enhanced Voltage Profile for Solar PV Following Converters in Microgrid Using Data-driven FCS-MPC
Document Type
Conference
Source
2023 International Telecommunications Conference (ITC-Egypt) Telecommunications Conference (ITC-Egypt), 2023 International. :707-714 Jul, 2023
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
General Topics for Engineers
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Reactive power
Reactive power control
Scalability
Microgrids
Power system stability
Real-time systems
Stability analysis
data-driven FCS-MPC
PV
reactive power control
power factor
microgrid
voltage regulation
Language
Abstract
This paper proposes a data-driven finite control set model predictive control (FCS-MPC) to enhance the performance of solar photovoltaic (PV) systems in low-voltage microgrids. Reverse power flow can cause voltage violations, and to address this, reactive power control of PV inverters has gained significant attention as a potential solution. A comparative analysis of four reactive power control techniques was conducted: fixed power factor, scheduled power factor control, power factor control dependent on the injected active power, and FCS-MPC combined with Volt-Var control. The efficacy of the various control techniques was evaluated through high-resolution power-flow simulations, which were carried out using a three-phase time-series approach. The results show that combining data-driven FCS-MPC with the Volt-Var control technique outperformed the other control techniques. Furthermore, the proposed strategy provides effective voltage regulation, requiring less extensive trial-and-error testing than traditional proportional integrator (PI) control. The study highlights the importance of incorporating reactive power controls of solar PV converters with FCS-MPC to mitigate overvoltage issues and improve microgrid performance utilizing the MATLAB/Simulink platform.