This page has only limited features, please log in for full access.

Mr. Yu Li
Shandong University

Basic Info

Basic Info is private.

Research Keywords & Expertise

0 Power Electronics
0 microgrid
0 Power conversion and control technology in smart microgrid
0 Energy storage & Energy Conversion Applications
0 Renewable & Clean Energy Resources

Honors and Awards

The user has no records in this section


Career Timeline

The user has no records in this section.


Short Biography

The user biography is not available.
Following
Followers
Co Authors
The list of users this user is following is empty.
Following: 0 users

Feed

Journal article
Published: 23 June 2021 in Sustainability
Reads 0
Downloads 0

Model predictive control (MPC) is a flexible and multivariable control technique with better dynamic performance than linear control. However, MPC is sensitive to parametric mismatches that reduce its control capabilities. In this paper, we present a new method of improving the robustness of MPC to filter parameter variations/mismatches by easily implementable parameter estimation. Furthermore, we extend the proposed technique for wider operating conditions by novel neuro-fuzzy estimation. The results, which are demonstrated by both simulations and real-time hardware-in-the-loop tests, show a steady-state parameter estimation accuracy of 95%, and at least 20% improvement in total harmonic distortion (THD) than conventional non-adaptive MPC under parameter mismatches up to 50% of the nominal values.

ACS Style

Oluleke Babayomi; Zhenbin Zhang; Yu Li; Ralph Kennel. Adaptive Predictive Control with Neuro-Fuzzy Parameter Estimation for Microgrid Grid-Forming Converters. Sustainability 2021, 13, 7038 .

AMA Style

Oluleke Babayomi, Zhenbin Zhang, Yu Li, Ralph Kennel. Adaptive Predictive Control with Neuro-Fuzzy Parameter Estimation for Microgrid Grid-Forming Converters. Sustainability. 2021; 13 (13):7038.

Chicago/Turabian Style

Oluleke Babayomi; Zhenbin Zhang; Yu Li; Ralph Kennel. 2021. "Adaptive Predictive Control with Neuro-Fuzzy Parameter Estimation for Microgrid Grid-Forming Converters." Sustainability 13, no. 13: 7038.