Optimal Design of Sensor Parameters in PLC-Based Control System Using Mixed Integer Programming

Eiji KONAKA; Takashi MUTOU; Tatsuya SUZUKI; Shigeru OKUMA

doi:10.1093/ietfec/e88-a.4.818

Optimal Design of Sensor Parameters in PLC-Based Control System Using Mixed Integer Programming

Eiji KONAKA, Takashi MUTOU, Tatsuya SUZUKI, Shigeru OKUMA

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Programmable Logic Controller (PLC) has been widely used in the industrial control. Inherently, the PLC-based system is a class of Hybrid Dynamical System (HDS) in which continuous state of the plant is controlled by the discrete logic-based controller. This paper firstly presents the formal algebraic model of the PLC-based control systems which enable the designer to formulate the various kinds of optimization problem. Secondly, the optimization problem of the 'sensor parameters,' such as the location of the limit switch in the material handling system, the threshold temperature of the thermostat in the temperature control system, is addressed. Finally, we formulate this problem as Mixed Logical Dynamical Systems (MLDS) form which enables us to optimize the sensor parameters by applying the Mixed Integer Programming.

Publication: IEICE TRANSACTIONS on Fundamentals Vol.E88-A No.4 pp.818-824

Publication Date: 2005/04/01

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DOI: 10.1093/ietfec/e88-a.4.818

Type of Manuscript: Special Section PAPER (Special Section on Selected Papers from the 17th Workshop on Circuits and Systems in Karuizawa)

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Eiji KONAKA, Takashi MUTOU, Tatsuya SUZUKI, Shigeru OKUMA, "Optimal Design of Sensor Parameters in PLC-Based Control System Using Mixed Integer Programming" in IEICE TRANSACTIONS on Fundamentals, vol. E88-A, no. 4, pp. 818-824, April 2005, doi: 10.1093/ietfec/e88-a.4.818.
Abstract: Programmable Logic Controller (PLC) has been widely used in the industrial control. Inherently, the PLC-based system is a class of Hybrid Dynamical System (HDS) in which continuous state of the plant is controlled by the discrete logic-based controller. This paper firstly presents the formal algebraic model of the PLC-based control systems which enable the designer to formulate the various kinds of optimization problem. Secondly, the optimization problem of the 'sensor parameters,' such as the location of the limit switch in the material handling system, the threshold temperature of the thermostat in the temperature control system, is addressed. Finally, we formulate this problem as Mixed Logical Dynamical Systems (MLDS) form which enables us to optimize the sensor parameters by applying the Mixed Integer Programming.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1093/ietfec/e88-a.4.818/_p

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@ARTICLE{e88-a_4_818,
author={Eiji KONAKA, Takashi MUTOU, Tatsuya SUZUKI, Shigeru OKUMA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Optimal Design of Sensor Parameters in PLC-Based Control System Using Mixed Integer Programming},
year={2005},
volume={E88-A},
number={4},
pages={818-824},
abstract={Programmable Logic Controller (PLC) has been widely used in the industrial control. Inherently, the PLC-based system is a class of Hybrid Dynamical System (HDS) in which continuous state of the plant is controlled by the discrete logic-based controller. This paper firstly presents the formal algebraic model of the PLC-based control systems which enable the designer to formulate the various kinds of optimization problem. Secondly, the optimization problem of the 'sensor parameters,' such as the location of the limit switch in the material handling system, the threshold temperature of the thermostat in the temperature control system, is addressed. Finally, we formulate this problem as Mixed Logical Dynamical Systems (MLDS) form which enables us to optimize the sensor parameters by applying the Mixed Integer Programming.},
keywords={},
doi={10.1093/ietfec/e88-a.4.818},
ISSN={},
month={April},}

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TY - JOUR
TI - Optimal Design of Sensor Parameters in PLC-Based Control System Using Mixed Integer Programming
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 818
EP - 824
AU - Eiji KONAKA
AU - Takashi MUTOU
AU - Tatsuya SUZUKI
AU - Shigeru OKUMA
PY - 2005
DO - 10.1093/ietfec/e88-a.4.818
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E88-A
IS - 4
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - April 2005
AB - Programmable Logic Controller (PLC) has been widely used in the industrial control. Inherently, the PLC-based system is a class of Hybrid Dynamical System (HDS) in which continuous state of the plant is controlled by the discrete logic-based controller. This paper firstly presents the formal algebraic model of the PLC-based control systems which enable the designer to formulate the various kinds of optimization problem. Secondly, the optimization problem of the 'sensor parameters,' such as the location of the limit switch in the material handling system, the threshold temperature of the thermostat in the temperature control system, is addressed. Finally, we formulate this problem as Mixed Logical Dynamical Systems (MLDS) form which enables us to optimize the sensor parameters by applying the Mixed Integer Programming.
ER -