Stability Enhancement Methods of Inverters Based on Lyapunov Function, Predictive Control, and Reinforcement Learning

This book introduces a family of large-signal stability-based control methods for different power inverters (grid-connected inverter, standalone inverter, single-phase inverter, and three-phase inverter) in practical applications. Power inverters have stability issues, which include the inverter...

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Bibliographic Details
Main Authors: Zhang, Xin, He, Jinsong (Author), Ma, Hao (Author), Ma, Zhixun (Author)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2023, 2023
Edition:1st ed. 2023
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Adaptive backstepping current control of single-phase LCL-grid-connected inverters to improve its large-signal stability in the presence of parasitic resistance uncertainty
  • An adaptive dual-loop Lyapunov-based control scheme for a single-phase stand-alone inverter to improve its large-signal stability
  • Lyapunov-based control of three-phase stand-alone inverters to improve its large-signal stability with inherent dual control loops and load disturbance adaptivity
  • An ellipse-optimized composite backstepping control strategy for a point-of-load inverter to improve its large-signal stability under load disturbance in the shipboard power system
  • Stability constraining dichotomy solution based model predictive control for the three phase inverter cascaded with input EMI filter in the MEA
  • Composite-bisection predictive control to stabilize the three phase inverter cascaded with input EMI filter in the SPS
  • Reinforcement learning basedweighting factors’ real-time updating scheme for the FCS model predictive control to improve the large-signal stability of inverters