An Enhanced Approach of Pso Driven Fa for A Spherical Interacting System

IF 1.2 4区地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS

Periodico Di Mineralogia Pub Date : 2022-04-01 DOI:10.37896/pd91.4/91447

Guoli Song

引用次数: 0

Abstract

: Storage tanks play a vital role in process industries. Controlling the level in storage tank improves and accelerates the process throughput. PID controllers are pressed into service for control purposes and furthermore to tune the controller PSO driven FA is used here. The system to be analysed is segregated into four sub regions and a dedicated PID controller is employed for each and every region. In the proposed work the PID based PSO driven FA is compared with the conventional method (ZN) with MATLAB and Simulink software. The obtained results are validated in the order of time domain specifications and performance indices such as rise time, peak time, Peak Overshoot, Settling time and ISE, IAE and ITAE respectively. The optimized results are obtained with less number of iterations and with considerably less errors.

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球面相互作用系统粒子群驱动Fa的改进方法

储罐在加工工业中起着至关重要的作用。通过控制储罐液位，提高了生产效率。PID控制器被用于控制目的，并且进一步调整控制器PSO驱动的FA在这里被使用。待分析的系统被划分为四个子区域，每个区域使用一个专用的PID控制器。利用MATLAB和Simulink软件，将基于PID的粒子群驱动FA与传统方法(ZN)进行了比较。分别按照上升时间、峰值时间、峰值超调时间、沉降时间以及ISE、IAE和ITAE等时域规格和性能指标对所得结果进行验证。优化后的结果迭代次数少，误差小。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Periodico Di Mineralogia 地学-地球化学与地球物理

CiteScore

1.50

自引率

14.30%

发文量

审稿时长

>12 weeks

期刊介绍： Periodico di Mineralogia is an international peer-reviewed Open Access journal publishing Research Articles, Letters and Reviews in Mineralogy, Crystallography, Geochemistry, Ore Deposits, Petrology, Volcanology and applied topics on Environment, Archaeometry and Cultural Heritage. The journal aims at encouraging scientists to publish their experimental and theoretical results in as much detail as possible. Accordingly, there is no restriction on article length. Additional data may be hosted on the web sites as Supplementary Information. The journal does not have article submission and processing charges. Colour is free of charges both on line and printed and no Open Access fees are requested. Short publication time is assured. Periodico di Mineralogia is property of Sapienza Università di Roma and is published, both online and printed, three times a year.