Smart inventory control by using PID ACO controller and fuzzy logic controller

被引：1
|
作者：
Sarir, Hicham [1 ]
Abderhmane, Benkacem [2 ]
机构：
[1] Natl Sch Appl Sci ENSA, Informat Syst & Software Engn Lab, Tetouan, Morocco
[2] Natl Sch Appl Sci ENSA, Innovat Technol Lab, Tangier, Morocco
来源：
2022 14TH INTERNATIONAL COLLOQUIUM OF LOGISTICS AND SUPPLY CHAIN MANAGEMENT (LOGISTIQUA2022) | 2022年
关键词：
Smart inventory management; PIDACO controller; Fuzzy logic controller;
D O I：
10.1109/LOGISTIQUA55056.2022.9938044
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This article proposes strategies to manage inventory: PID-ACO controller based and Fuzzy logic controller based. The ACO (ant colony) algorithm is used with the aim of tuning the optimum solution of the PM controllers (Kp, Ki, and Kd) by minimizing the Integral of Square ERROR (ISE). The simulation results show that the proposed PID-ACO control strategy can significantly reduce ISE. In this study, the simulation model is validated with an experimental study. The results show that the PM ACO performances are significantly satisfactory.
引用
收藏
页码：514 / 520
页数：7
相关论文
共 50 条
  • [31] PID controller composed by internal model control estructure (IMC) and fuzzy logic
    Garcia, Yohn
    Lobo, Israel
    CIENCIA E INGENIERIA, 2009, 30 (01): : 29 - 40
  • [32] Fuzzy logic-based tuning of PID controller to control flexible manipulators
    Prasenjit Sarkhel
    Nilotpal Banerjee
    Nirmal Baran Hui
    SN Applied Sciences, 2020, 2
  • [33] D6114 Diesel Engine Speed Control: A case Between PID Controller and Fuzzy Logic Controller
    Mohammed, Naeim Farouk
    Song, Enzhe
    Ma, Xiuzhen
    Hayat, Qaisar
    2014 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (IEEE ICMA 2014), 2014, : 275 - 279
  • [34] Autonomous Robot Motion Control Using Fuzzy PID Controller
    Sood, Vaishali
    HIGH PERFORMANCE ARCHITECTURE AND GRID COMPUTING, 2011, 169 : 385 - 390
  • [35] Control of Ball and Beam System Using Fuzzy PID Controller
    Osinski, Cristiano
    Silveira, Alessandro La Rocca
    Stiegelmaier, Claudinei
    Bergamini, Mariane Gavioli
    Leandro, Gideon Villar
    2018 13TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRY APPLICATIONS (INDUSCON), 2018, : 875 - 880
  • [36] Solar plant control using genetic fuzzy PID controller
    Tang, KS
    Man, KF
    Chen, G
    IECON 2000: 26TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4: 21ST CENTURY TECHNOLOGIES AND INDUSTRIAL OPPORTUNITIES, 2000, : 1686 - 1691
  • [37] Speed Control of Induction Motor using A Fuzzy Logic Controller and Direct Torque Controller
    Metha, Vaibhavi R.
    Karvekar, Shushil S.
    2018 4TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2018,
  • [38] Performance analysis of PID controller and fuzzy logic controller for DC-DC boostconverter
    Daraz, Amil
    Basit, Abdul
    Zhang, Guoqiang
    PLOS ONE, 2023, 18 (10):
  • [39] Fuzzy Logic Controller vs PID Controller for Real Time Magnetic Levitation System
    Wijesinghe, Singhe
    Vithanawasam, T. M. W.
    Priyankara, H. D. N. S.
    2018 IEEE 9TH INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION FOR SUSTAINABILITY (ICIAFS' 2018), 2018,
  • [40] Smart Fish Feeder Using Arduino Uno With Fuzzy Logic Controller
    Harani, Nisa Hanum
    Sadiah, Anggi Sholihatus
    Nurbasari, Anny
    2019 5TH INTERNATIONAL CONFERENCE ON COMPUTING, ENGINEERING, AND DESIGN (ICCED), 2019,
12345