控制理论(社会学)
计算机科学
控制器(灌溉)
控制系统
控制(管理)
转换器
功率(物理)
瞬态(计算机编程)
作者
Tobias Geyer,Daniel E. Quevedo
出处
期刊:IEEE Transactions on Power Electronics
[Institute of Electrical and Electronics Engineers]
日期:2015-03-01
卷期号:30 (3): 1633-1644
被引量:192
标识
DOI:10.1109/tpel.2014.2316173
摘要
The performance of direct model predictive control (MPC) with reference tracking and long prediction horizons is evaluated through simulations, using the current control problem of a variable speed drive system with a voltage source inverter as an illustrative example. A modified sphere decoding algorithm is used to efficiently solve the optimization problem underlying MPC for long horizons. For a horizon of five and a three-level inverter, for example, the computational burden is reduced by four orders of magnitude, compared to the standard exhaustive search approach. This paper illustrates the performance gains that are achievable by using prediction horizons larger than one. Specifically, for long prediction horizons and a low switching frequency, the total harmonic distortion of the current is significantly lower than for space vector modulation, making direct MPC with long horizons an attractive and computationally viable control scheme.
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