The Implementation of PID Using Particle Swarm Optimization Algorithm on Networked Control System

被引：0

作者：

Pahlevi, Rizaldy ^{[1
]}

Murti, Muhammad Ary ^{[1
]}

Susanto, Erwin ^{[1
]}

机构：

[1] Telkom Univ, Sch Elect Engn, Bandung 40257, Indonesia

来源：

2014 INTERNATIONAL CONFERENCE ON INDUSTRIAL AUTOMATION, INFORMATION AND COMMUNICATIONS TECHNOLOGY (IAICT) | 2014年

关键词：

PSO; NCS; delay; RIW-PSO; CIW-PSO; LDW-PSO;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, we propose the implementation of PID on Networked Control System (NCS) using Particle Swarm Optimization (PSO) algorithm as tuning method. There are three modification of PSO that used in this paper. The first is Constant Inertia Weight of PSO (CIW-PSO), the second is Linear Difference Weight of PSO (LDW-PSO), and the latest is Random Inertia Weight of PSO (RIW-PSO). In the end, we present discuss the effect of delay on the performance of Networked Control System.

引用

页码：35 / 38

页数：4

共 50 条

[31] An Improved Particle Swarm Optimization Algorithm [J].

Chang, Chunguang ;

Wu, Xi .

CYBER SECURITY INTELLIGENCE AND ANALYTICS, 2020, 928 :1406-1410

[32] Particle swarm optimization algorithm: an overview [J].

Wang, Dongshu ;

Tan, Dapei ;

Liu, Lei .

SOFT COMPUTING, 2018, 22 (02) :387-408

[33] PARTICLE SWARM OPTIMIZATION-BASED OPTIMAL PID CONTROL OF AN AGRICULTURAL MOBILE ROBOT [J].

Gokce, Baris ;

Koca, Yavuz Bahadir ;

Aslan, Yilmaz ;

Gokce, Celal Onur .

COMPTES RENDUS DE L ACADEMIE BULGARE DES SCIENCES, 2021, 74 (04) :568-575

[34] Hybridizing salp swarm algorithm with particle swarm optimization algorithm for recent optimization functions [J].

Singh, Narinder ;

Singh, S. B. ;

Houssein, Essam H. .

EVOLUTIONARY INTELLIGENCE, 2022, 15 (01) :23-56

[35] A Research on Control Strategy of STATCOM based on Particle Swarm Optimization Algorithm [J].

Zhang Guangming ;

Wang Maojun ;

Qiang, Gao ;

Zhong Dantian ;

Bin, Yang ;

Wei, Qin ;

Peng, Ye .

PROCEEDINGS OF 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2015), 2015, :745-748

[36] Research on Photovoltaic Control Strategy Based on Particle Swarm Optimization Algorithm [J].

Chen, Huaizhong .

PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MECHATRONICS, COMPUTER AND EDUCATION INFORMATIONIZATION (MCEI 2016), 2016, 130 :504-508

[37] OPTIMAL CONTROL OF MULTI-AXIS ROBOTIC SYSTEM USING PARTICLE SWARM OPTIMIZATION [J].

Aftab, Momin ;

Shadab, Momin ;

Santosh, Panigrahi ;

Sadaf, Parwaiz ;

Taili, Javed .

2013 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2013,

[38] Enhancing Control Performance of a Closed Loop System Using Particle Swarm Optimization Analysis [J].

Chee, Adelson Lok Thien ;

Chew, Ing Ming ;

Nandong, Jobrun .

2022 INTERNATIONAL CONFERENCE ON GREEN ENERGY, COMPUTING AND SUSTAINABLE TECHNOLOGY (GECOST), 2022, :203-207

[39] Hierarchical control system for the improvement of small signal stability using Particle Swarm Optimization [J].

Juarez, Carlos A. ;

Colome, Delia G. .

2019 IEEE 39TH CENTRAL AMERICA AND PANAMA CONVENTION (CONCAPAN XXXIX), 2019, :205-210

[40] Design and Performance Evaluation of Fractional Order PID Controller for Heat Flow System Using Particle Swarm Optimization [J].

Pradhan, Rosy ;

Pradhan, Susmita ;

Pati, Bibhuti Bhusan .

COMPUTATIONAL INTELLIGENCE IN DATA MINING, 2019, 711 :261-271

← 1 2 3 4 5 →