A novel satisfactory model predictive control based on current variance for high power three-level-NPC rectifiers

IF 1.7 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Bo Yang, Zhikang Guo, Zongbin Ye, Jiayi Kong, Guojun Tan
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Abstract

Here, a novel satisfactory model predictive control based on current variance (CV-SMPC) is proposed for three level neutral point clamped (NPC) rectifiers. CV-SMPC achieves global optimization of multiple control objectives rather than optimal control of a single control objective with the satisfaction interval. The current satisfaction interval is adjusted online based on the current variance in the CV-SMPC. The relationship between the current total harmonic distortion (THD), switching frequency, and current variance is established through experimental investigation, enhancing the comprehensibility of control effects. In addition, three simplified sets of candidate vectors are proposed based on the voltage satisfaction interval, thereby reducing the computational burden. Furthermore, the control objectives are categorized into three levels and sequentially combined, eliminating the laborious process of adjusting the weighting factors. Finally, the experimental results conclusively demonstrate the exceptional control performance of CV-SMPC in both steady-state and dynamic processes.

Abstract Image

基于大功率三级 NPC 整流器电流方差的新型满意度模型预测控制
在此,针对三电平中性点箝位(NPC)整流器提出了一种新颖的基于电流方差的令人满意的模型预测控制(CV-SMPC)。CV-SMPC 可实现多个控制目标的全局优化,而不是利用满意区间实现单一控制目标的最优控制。电流满足区间根据 CV-SMPC 中的电流方差进行在线调整。通过实验研究建立了电流总谐波失真(THD)、开关频率和电流方差之间的关系,增强了控制效果的可理解性。此外,还根据电压满足区间提出了三组简化的候选向量,从而减轻了计算负担。此外,还将控制目标分为三个等级,并按顺序进行组合,省去了调整权重系数的繁琐过程。最后,实验结果充分证明了 CV-SMPC 在稳态和动态过程中的卓越控制性能。
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来源期刊
IET Power Electronics
IET Power Electronics ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
5.50
自引率
10.00%
发文量
195
审稿时长
5.1 months
期刊介绍: IET Power Electronics aims to attract original research papers, short communications, review articles and power electronics related educational studies. The scope covers applications and technologies in the field of power electronics with special focus on cost-effective, efficient, power dense, environmental friendly and robust solutions, which includes: Applications: Electric drives/generators, renewable energy, industrial and consumable applications (including lighting, welding, heating, sub-sea applications, drilling and others), medical and military apparatus, utility applications, transport and space application, energy harvesting, telecommunications, energy storage management systems, home appliances. Technologies: Circuits: all type of converter topologies for low and high power applications including but not limited to: inverter, rectifier, dc/dc converter, power supplies, UPS, ac/ac converter, resonant converter, high frequency converter, hybrid converter, multilevel converter, power factor correction circuits and other advanced topologies. Components and Materials: switching devices and their control, inductors, sensors, transformers, capacitors, resistors, thermal management, filters, fuses and protection elements and other novel low-cost efficient components/materials. Control: techniques for controlling, analysing, modelling and/or simulation of power electronics circuits and complete power electronics systems. Design/Manufacturing/Testing: new multi-domain modelling, assembling and packaging technologies, advanced testing techniques. Environmental Impact: Electromagnetic Interference (EMI) reduction techniques, Electromagnetic Compatibility (EMC), limiting acoustic noise and vibration, recycling techniques, use of non-rare material. Education: teaching methods, programme and course design, use of technology in power electronics teaching, virtual laboratory and e-learning and fields within the scope of interest. Special Issues. Current Call for papers: Harmonic Mitigation Techniques and Grid Robustness in Power Electronic-Based Power Systems - https://digital-library.theiet.org/files/IET_PEL_CFP_HMTGRPEPS.pdf
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