Remote parameters tuning system based on simplex-search-based model-free optimisation for motor speed control

التفاصيل البيبلوغرافية
العنوان: Remote parameters tuning system based on simplex-search-based model-free optimisation for motor speed control
المؤلفون: Yining Xiao, Zhu Yisheng, Tang Zeyu, Jiang Shaobo, Qinghang Shen, Xiangsong Kong
المصدر: The Journal of Engineering (2019)
بيانات النشر: Wiley, 2019.
سنة النشر: 2019
مصطلحات موضوعية: Electric motor, Computer science, optimisation, Musical tuning, Energy Engineering and Power Technology, control performance improvement, 02 engineering and technology, parameter tuning process, radio networks, simplex-search-based model-free optimisation, remote parameter tuning system, 020401 chemical engineering, electric motors, remote motor control system framework, simplex-search-based mfo, 0202 electrical engineering, electronic engineering, information engineering, 0204 chemical engineering, MATLAB, Machine control, computer.programming_language, search problems, matlab computation ability, Wireless network, 020208 electrical & electronic engineering, General Engineering, Process (computing), Motor control, Control engineering, control device, control parameter optimisation, machine control, wireless network, lcsh:TA1-2040, Control system, angular velocity control, telecontrol, motor speed control system, control system synthesis, control parameter tuning, lcsh:Engineering (General). Civil engineering (General), computer, Software
الوصف: Motor is a very widely used control device in industry. The performance of a motor speed control system is very critical for its application. The control performance can be improved through control parameters tuning. However, the parameters tuning process is difficult to implement online automatically. The traditional parameters tuning methods for a motor control system are usually experience-based, cumbersome and time-consuming. In this study, taking advantage of the high computation ability of the MATLAB, a remote motor control system framework based on the wireless network was proposed. The simplex-search-based model-free optimisation (MFO) was developed based on the MATLAB platform to optimise the control parameters. With this optimisation methodology, the performance of the control system can be improved iteratively by directly using measurements of the control performance online. This system has been realised and tested systematically. The effectiveness and the efficiency have been demonstrated by a series of experiments.
اللغة: English
الوصول الحر: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a7fa1b70acd49f4017b4b4010c6c1bd1Test
https://digital-library.theiet.org/content/journals/10.1049/joe.2018.9217Test
حقوق: OPEN
رقم الانضمام: edsair.doi.dedup.....a7fa1b70acd49f4017b4b4010c6c1bd1
قاعدة البيانات: OpenAIRE