AUTHOR=Xi Xinze , Shi Zhenghao , Wang Xian , Xing Chao , Li Shengnan TITLE=Adaptive finite-time parameter estimation for grid-connected converter with LCL filter JOURNAL=Frontiers in Energy Research VOLUME=Volume 10 - 2022 YEAR=2022 URL=https://www.frontiersin.org/journals/energy-research/articles/10.3389/fenrg.2022.964216 DOI=10.3389/fenrg.2022.964216 ISSN=2296-598X ABSTRACT=This paper proposes an online finite-time adaptive parameter estimation method for a grid-connected voltage source inverter (VSI) with LCL filter. In this framework, a time-continuous state-space system model is first developed, which is different from nonparametric frequency-response based method. Then, the parameter estimation error information is extracted by introducing a series of filter operations. Moreover, a sliding mode term is studied and cooperated with the obtained parameter estimation error to design the parameter estimation error-based finite-time adaptive parameter estimation algorithm. With the help of this novel adaptive law, the physical parameters of electrical components can be driven to their true values accurately and fast. Theoretical analysis is conducted in terms of the Lyapunov theory to demonstrate the convergence of the parameter estimation error. Finally, numerical simulation results are provided to illustrate superiority of the proposed method over conventional method.