Title :
An adaptive backstepping observer for modular multilevel converter
Author :
Najmi, Vahid ; Nademi, Hamed ; Burgos, Rolando
Author_Institution :
Center for Power Electron. Syst. (CPES), Virginia Tech, Blacksburg, VA, USA
Abstract :
This paper deals with the estimation problem in three-phase, three-level Modular Multilevel Converter (MMC) using nonlinear observer to realize an accurate estimation of unmeasured variables. It is shown that the desired states to be exponentially convergent if all system signals are bounded. An observer based on adaptive backstepping approach is used for capacitor voltages estimation from the arm currents measurement. The observer can track the capacitance value of module capacitor which is unknown as a parameter uncertainty with acceptable precision. In practical, it results attracting to evaluate the possibility of reducing the number of sensors, or even using these soft sensors as redundant for fault detection purposes. The nonlinear observer stability study by means of a Lyapunov theory guarantees the stability and convergence of the estimated quantities. The feasibility of the proposed solution is demonstrated by simulation results.
Keywords :
Lyapunov methods; fault diagnosis; power convertors; sensors; Lyapunov theory; adaptive backstepping observer; capacitor voltages estimation; fault detection; modular multilevel converter; nonlinear observer stability; soft sensors; Backstepping; Capacitance; Capacitors; Observers; Silicon; Voltage control; Voltage measurement;
Conference_Titel :
Energy Conversion Congress and Exposition (ECCE), 2014 IEEE
Conference_Location :
Pittsburgh, PA
DOI :
10.1109/ECCE.2014.6953682