Novel Adaptive Controller for Buck Converter with High Resource Efficiency and Low Computational Complexity

被引:0
|
作者
Abdi, Fatemeh [1 ]
Amiri, Parviz [1 ]
Refan, Mohammad Hosien [1 ]
Reddig, Manfred [2 ]
Kennel, Ralph [3 ]
机构
[1] Shahid Rajaee Teacher Training Univ, Dept Elect Engn, Tehran 1678815811, Iran
[2] Augsburg Univ Appl Sci, Dept Elect Engn, Hsch 1, D-86161 Augsburg, Germany
[3] Tech Univ Munich, Dept Elect & Comp Engn, Theresienstr 90, D-80333 Munich, Germany
关键词
Least square (LS); switch-mode power converters (SMPCs); Dichotomous Coordinate Descent (DCD); proportional-integral-derivative (PID); Variable Forgetting Factor (VFF); Exponentially-weighted Recursive Least Square (ERLS); VARIABLE FORGETTING FACTOR; SYSTEM-IDENTIFICATION; DIGITAL CONTROLLER; ALGORITHM; DESIGN; FPGA;
D O I
10.1142/S0218126620502308
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Power converters are used in a wide range of industrial processes. Computational complexity, tracking ability, and calculation accuracy are the main parameters that affect the switching performance of power converters. One of the major parts of switch-mode power converters is the controllers which are essential for proper operation. A new adaptive controller is proposed to reduce the computational complexity, the algorithm is presented based on Improved Variable Forgetting Factor (IVFF), Leading Dichotomous Coordinate Descent (DCD), and Exponentially-weighted Recursive Least Square (ERLS). The proposed method estimates the system coefficients with 98% accuracy. The settling time of the output voltage is 0.008ms which is faster than other algorithms. According to Leading DCD, this structure needs no multiplier and divider blocks. VFF leads to the improvement of the tracking ability and convergence rate in the system variations. This structure can be implemented on any application that needs an optimal controller. The Vedic mathematics as a multiplier operation is used in the structure of the improved VFF for reducing the calculation delay and area. The error of the proposed method converges to zero with lower than 60 iterations. In other words, the proposed algorithm calculates the optimal coefficients with lower than 50 iterations and is faster than another algorithm.
引用
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页数:21
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