Learning-based model predictive current control for synchronous machines: An LSTM approach

Author:

Hammoud IssaORCID,Hentzelt Sebastian,Oehlschlaegel Thimo,Kennel Ralph

Publisher

Elsevier BV

Subject

General Engineering

Reference35 articles.

1. M. Abadi et al., TensorFlow: Large-scale machine learning on heterogeneous systems, 2015, Software available from tensorflow.org,https://www.tensorflow.org/.

2. CasADi – A software framework for nonlinear optimization and optimal control;Andersson;Math. Programm. Comput.,2019

3. A data-driven koopman model predictive control framework for nonlinear flows;Arbabi;arXiv: Fluid Dyn.,2018

4. Data-driven recursive least squares estimation for model predictive current control of permanent magnet synchronous motors;Brosch;IEEE Trans. Power Electr.,2021

5. Artificial neural network based optimal feedforward torque control of interior permanent magnet synchronous machines: a feasibility study and comparison with the state-of-the-art;Buettner;Energies,2022

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Model Predictive Control based on Long-Term Memory neural network model inversion;Transactions of the Institute of Measurement and Control;2024-07-27

2. Development of a neural network model predictive controller for the fluidized bed biomass gasification process;Chemical Engineering Science;2024-07

3. Data-Driven Model Predictive Current Control of PMSM Incorporating an Adaptive Machine Learning Model;2023 IEEE 2nd Industrial Electronics Society Annual On-Line Conference (ONCON);2023-12-08

4. Robust Predictive Current Control Using Discrete-Time Integral Action for Induction Motors;IEEE Journal of Emerging and Selected Topics in Power Electronics;2023-12

5. Model-free predictive current control of Syn-RM based on time delay estimation approach;Journal of Electrical Engineering;2023-10-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3