磁角传感器辅助节流阀辨识与控制

IF 2.2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Hafiz Ahmed;Bojan Mavkov
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引用次数: 0

摘要

这封信地址系统识别和节流阀(电视)的控制从生产发动机的角度来看。尽管控制理论和人工智能取得了进步,但工业控制器仍然经常使用传统的比例积分(PI)技术来控制电视。然而,电视固有的系统和传感器非线性挑战了PI控制器在不同操作条件下保持满意跟踪的能力。本文采用非线性误差函数对传统PI控制器进行了升级,并引入了一种采用模拟退火优化的单级间接闭环系统辨识方法。提供了识别过程和控制器开发的详细程序。对比性能分析表明,非线性修正可以将根均方跟踪误差降低高达70%,使非线性PI (NPI)控制器成为传统控制器的强大替代品。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Magnetic Angle Sensor-Assisted Identification and Control of a Throttle Valve
This letter addresses the system identification and control of a throttle valve (TV) from a production engine perspective. Despite advances in control theory and AI, industrial controllers still often use conventional proportional–integral (PI) techniques for the TV. However, the TV's inherent system and sensor nonlinearities challenge the PI controller's ability to maintain satisfactory tracking across diverse operating conditions. This letter upgrades the conventional PI controller with a nonlinear error function and introduces a single-stage indirect closed-loop system identification using simulated annealing optimization. Detailed procedures for the identification process and controller development are provided. A comparative performance analysis shows that the nonlinear modification can reduce the root-mean-square tracking error by up to 70%, making the nonlinear PI (NPI) controller a strong alternative to traditional counterparts.
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来源期刊
IEEE Sensors Letters
IEEE Sensors Letters Engineering-Electrical and Electronic Engineering
CiteScore
3.50
自引率
7.10%
发文量
194
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