一种电极系统无模型滑模自适应控制及阻尼估计增强方法

By employing a model-free sliding mode adaptive control method in an electric fused magnesium furnace, combined with sliding mode disturbance observation and damped pseudo-gradient estimation, the problem of insufficient anti-disturbance capability of traditional PID controllers in electric fused magnesium furnaces is solved, achieving high-precision, low-chattering electrode current control and improving the robustness and smoothness of the system.

CN122172540BActive Publication Date: 2026-07-17SHENYANG JIANZHU UNIVERSITY

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
SHENYANG JIANZHU UNIVERSITY
Filing Date
2026-05-12
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Traditional PID controllers in fused magnesium furnaces are unable to effectively cope with the complex operating conditions of highly nonlinear and rapidly changing systems due to their fixed structure and limited disturbance resistance. Existing improved PID controllers still suffer from switching jitter and disturbance compensation lag. Simple model-free adaptive control lacks robustness, pseudo-gradient estimation is prone to chattering, and rule-based intelligent control lacks adaptability and cannot cope with dynamically changing operating conditions.

Method used

A model-free sliding mode adaptive control method is adopted, combined with a partial scheme dynamic linearized data model, and a terminal sliding surface containing an exponentially decaying integral term and a double power-law approaching law is designed. A sliding mode disturbance observer and a sliding mode damped pseudo-gradient estimate are introduced. By online estimation and feedforward compensation of unknown disturbances, a sliding mode damped pseudo-gradient estimation method is constructed to suppress high-frequency oscillations.

Benefits of technology

It achieves high-precision, robust, and low-jitter control of electrode current, significantly improving tracking accuracy and anti-interference capability, optimizing control smoothness, reducing energy consumption, and extending equipment life.

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Abstract

本发明属于冶金工业过程控制技术领域,具体涉及一种电极系统无模型滑模自适应控制及阻尼估计增强方法。本发明基于偏格式动态线性化(PFDL)的无模型自适应控制(MFAC)方法,引入滑模控制(SMC)机制以增强系统鲁棒性。针对滑模控制作用下伪梯度估计易受高频抖振影响的问题,进一步提出了滑模阻尼型伪梯度估计方法,通过动态调节估计增益,有效提升了估计过程的稳定性和精度。此外,本发明构建了滑模扰动观测器(SMDO),用于实时估计并补偿未知扰动,从而显著增强系统的抗干扰能力。仿真结果表明,该复合控制策略能显著提高电极电流的跟踪精度、控制平滑性以及抗干扰鲁棒性。
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