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基于二次插值优化的两自由度PID控制器设计用于高度非线性连续搅拌釜式加热器过程。

Quadratic interpolation optimization-based 2DoF-PID controller design for highly nonlinear continuous stirred-tank heater process.

作者信息

Ekinci Serdar, Izci Davut, Gider Veysel, Bajaj Mohit, Blazek Vojtech, Prokop Lukas

机构信息

Department of Computer Engineering, Batman University, Batman, 72100, Turkey.

Department of Electrical and Electronics Engineering, Bursa Uludag University, Bursa, 16059, Turkey.

出版信息

Sci Rep. 2025 May 10;15(1):16324. doi: 10.1038/s41598-025-01379-3.

DOI:10.1038/s41598-025-01379-3
PMID:40348876
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12065853/
Abstract

Temperature control in continuous stirred tank heater (CSTH) systems is essential for ensuring energy efficiency, safety, and product quality in industrial processes. However, the nonlinear dynamics and external disturbances make conventional proportional-integral-derivative (PID) control inadequate for reliable operation. This study presents a novel two-degrees-of-freedom PID (2DoF-PID) controller optimized using the quadratic interpolation optimization (QIO) algorithm to enhance CSTH temperature regulation. The QIO-based approach allows independent tuning for setpoint tracking and disturbance rejection, overcoming the limitations of classical PID controllers. Extensive nonlinear time-domain simulations, reference tracking, and disturbance rejection tests demonstrate the superior performance of the proposed controller in terms of reduced overshoot, faster settling time, and minimal steady-state error. Furthermore, comparative evaluations with traditional tuning methods (Murrill and Rovira) and several state-of-the-art metaheuristic optimizers (DE, PSO, FLA, MGO) validate the effectiveness and robustness of the QIO-optimized strategy. This work introduces a pioneering application of the QIO algorithm in industrial temperature control, offering a scalable and cost-efficient solution for complex nonlinear systems.

摘要

在连续搅拌槽式加热器(CSTH)系统中,温度控制对于确保工业过程中的能源效率、安全性和产品质量至关重要。然而,非线性动力学和外部干扰使得传统的比例积分微分(PID)控制不足以实现可靠运行。本研究提出了一种新颖的二自由度PID(2DoF-PID)控制器,该控制器使用二次插值优化(QIO)算法进行优化,以增强CSTH温度调节。基于QIO的方法允许对设定值跟踪和干扰抑制进行独立调整,克服了传统PID控制器的局限性。广泛的非线性时域仿真、参考跟踪和干扰抑制测试表明,所提出的控制器在减少超调量、更快的调节时间和最小的稳态误差方面具有卓越的性能。此外,与传统整定方法(Murrill和Rovira)以及几种先进的元启发式优化器(DE、PSO、FLA、MGO)的比较评估验证了QIO优化策略的有效性和鲁棒性。这项工作介绍了QIO算法在工业温度控制中的开创性应用,为复杂非线性系统提供了一种可扩展且经济高效的解决方案。

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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdb8/12065853/f9d5344b7c74/41598_2025_1379_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdb8/12065853/b2b1541df26c/41598_2025_1379_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdb8/12065853/b2e1cb789f8b/41598_2025_1379_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdb8/12065853/42759632bbb9/41598_2025_1379_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bdb8/12065853/7a9e9093203b/41598_2025_1379_Fig9_HTML.jpg
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