Model Predictive Control Using the Singular Perturbation Theory for Permanent-Magnet Synchronous Machines

Li, Qi; Li, Haiming; Gao, Jianbo; Kennel, Ralph

doi:10.1109/tpel.2023.3341455

IEEE Trans. Power Electron.

2024

DOI: 10.1109/tpel.2023.3341455

|View full text |Cite

Model Predictive Control Using the Singular Perturbation Theory for Permanent-Magnet Synchronous Machines

Qi Li,

Haiming Li,

Jianbo Gao

et al.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

Publication Types

Select...

Article2

Relationship

Self Cite0

Independent2

Authors

Journals

Cited by 2 publications

(1 citation statement)

References 32 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…So, to choose an efficient input current control scheme, predictive current control is an appropriate option because it offers some fast transient responses, better robustness, and low implementation complexity. There are many works in the literature focusing on predictive current control 6,17,35 . A cascaded model-free predictive control approach based on the unified ultra-local model is proposed in reference 36 for single-phase boost power factor correctors are presented to increase control performance and resilience.…”

mentioning

confidence: 99%

A dSPACE-based implementation of ANFIS and predictive current control for a single phase boost power factor corrector

Babes,

Latrèche,

Bouafassa

et al. 2024

Sci Rep

View full text Add to dashboard Cite

This paper presents an innovative control scheme designed to significantly enhance the power factor of AC/DC boost rectifiers by integrating an adaptive neuro-fuzzy inference system (ANFIS) with predictive current control. The innovative control strategy addresses key challenges in power quality and energy efficiency, demonstrating exceptional performance under diverse operating conditions. Through rigorous simulation, the proposed system achieves precise input current shaping, resulting in a remarkably low total harmonic distortion (THD) of 3.5%, which is well below the IEEE-519 standard threshold of 5%. Moreover, the power factor reaches an outstanding 0.990, indicating highly efficient energy utilization and near-unity power factor operation. To validate the theoretical findings, a 500 W laboratory prototype was implemented using the dSPACE ds1104 digital controller. Steady-state analysis reveals sinusoidal input currents with minimal THD and a power factor approaching unity, thereby enhancing grid stability and energy efficiency. Transient response tests further demonstrate the system’s robustness against load and voltage fluctuations, maintaining output voltage stability within an 18 V overshoot and a 20 V undershoot during load changes, and achieving rapid response times as low as 0.2 s. Comparative evaluations against conventional methods underscore the superiority of the proposed control strategy in terms of both performance and implementation simplicity. By harnessing the strengths of ANFIS-based voltage regulation and predictive current control, this scheme offers a robust solution to power quality issues in AC/DC boost rectifiers, promising substantial energy savings and improved grid stability. The results affirm the potential of the proposed system to set new benchmarks in power factor correction technology.

show abstract

mentioning

confidence: 99%

A dSPACE-based implementation of ANFIS and predictive current control for a single phase boost power factor corrector

Babes,

Latrèche,

Bouafassa

et al. 2024

Sci Rep

View full text Add to dashboard Cite

show abstract

Semiclosed Loop Based on Predictive Current Control for SPMSM Drives During Servo Stamping

Li,

Lv,

Kennel

et al. 2024

IEEE Trans. Power Electron.

View full text Add to dashboard Cite

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Model Predictive Control Using the Singular Perturbation Theory for Permanent-Magnet Synchronous Machines

Cited by 2 publications

References 32 publications

A dSPACE-based implementation of ANFIS and predictive current control for a single phase boost power factor corrector

A dSPACE-based implementation of ANFIS and predictive current control for a single phase boost power factor corrector

Semiclosed Loop Based on Predictive Current Control for SPMSM Drives During Servo Stamping

Contact Info

Product

Resources

About