Improved Stabilization of Nonlinear DC Microgrids: Cubature Kalman Filter Approach

被引:85
作者
Kardan, Mohammad Amin [1 ]
Asemani, Mohammad Hassan [1 ]
Khayatian, Alireza [1 ]
Vafamand, Navid [2 ]
Khooban, Mohammad Hassan [2 ]
Dragicevic, Tomislav [2 ]
Blaabjerg, Frede [2 ]
机构
[1] Shiraz Univ, Dept Elect & Comp Engn, Shiraz 7134851154, Iran
[2] Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
关键词
Constant power load (CPL); cubature Kalman filter (CKF); dc microgrid (MG); hardware-in-the-loop (HiL); linear matrix inequality (LMI); nonideal communication network; SENSORLESS CONTROL; STATE ESTIMATION; SYSTEM;
D O I
10.1109/TIA.2018.2848959
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper investigates the injecting power stabilization of nonlinear dc microgrids (MGs) with constant power loads (CPLs). By considering a centralized controller scheme, the limitations of the communication utilities are considered. Therefore, limited information is transferred through the nonideal noisy communication network. Consequently, a cubature Kalman filter (CKF) with a third degree is proposed to mitigate the effect of the noisy measurement and the noisy network on the system's information. Moreover, an estimation-based robust feedback controller is developed to design an optimal value for the injecting power. The considered CKF algorithm is robust against the system uncertainty and noisy environments and has a low computational time for high-order dc MGs with a high number of sources and CPLs. In addition, a systematic procedure to compute the feedback gain of the controller is presented, which can be numerically solved by linear matrix inequality techniques. Hardware-in-the-loop real-time simulation results verify the simplicity of the controller implementation, enhanced performance for the case of limited information, and better robustness against the noisy measurements compared to the state-of-the-art methods.
引用
收藏
页码:5104 / 5112
页数:9
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