V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm

Kennedy Chinedu Okafor; Omowunmi Mary Longe

doi:10.1109/RTSI50628.2021.9597258

V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm

Kennedy Chinedu Okafor
, Omowunmi Mary Longe

Electrical and Electronic Engineering Science

Federal University of Technology, Owerri

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

Hydraulic distribution systems (HDS) are widely used in the Mechatronics industry to drive manufacturing machines, heavy-duty vehicles, equipment, and distribute fluids automatically with control valves and pipelines/horses. The absence of smart sensors, valves, and cylinders hinder the reporting of real-Time state information about hydraulic motion controllers and pipeline networks. Legacy HD lacks active and structured communication protocols like Ethernet-IP. Unfortunately, these hydraulic flow systems are poorly designed during large-scale deployment at both residential and industrial areas. Cases of leakages and failures still abound. In some cases, there are no reference standards for IoT integration with fluid flow systems. In this paper, Volumetric IoT (V-IoT) sensors are introduced to monitor hydraulic flow systems leveraging route genetic algorithm. A state diagram for leakage amplitude monitoring is presented. Considering its node-To-node connectivity for steady-state monitoring, the enhanced V-IoT, with Genetic and Fibonacci algorithms offered leakage amplitude of 23.07%, 30.77%, and 46.16% respectively.

Original language	English
Title of host publication	6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	412-417
Number of pages	6
ISBN (Electronic)	9781665441353
DOIs	https://doi.org/10.1109/RTSI50628.2021.9597258
Publication status	Published - 2021
Event	6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Virtual, Online, Italy Duration: 6 Sept 2021 → 9 Sept 2021

Publication series

Name	6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings

Conference

Conference	6th International Forum on Research and Technology for Society and Industry, RTSI 2021
Country/Territory	Italy
City	Virtual, Online
Period	6/09/21 → 9/09/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Keywords

Automation
Distributed Intelligence
Genetic Algorithm
Volumetric Internet of Things (V-IoT)

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Energy Engineering and Power Technology
Industrial and Manufacturing Engineering
Social Sciences (miscellaneous)

Access to Document

10.1109/RTSI50628.2021.9597258

Cite this

Okafor, K. C., & Longe, O. M. (2021). V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm. In 6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings (pp. 412-417). (6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RTSI50628.2021.9597258

Okafor, Kennedy Chinedu ; Longe, Omowunmi Mary. / V-IoT : A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm. 6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 412-417 (6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings).

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title = "V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm",

abstract = "Hydraulic distribution systems (HDS) are widely used in the Mechatronics industry to drive manufacturing machines, heavy-duty vehicles, equipment, and distribute fluids automatically with control valves and pipelines/horses. The absence of smart sensors, valves, and cylinders hinder the reporting of real-Time state information about hydraulic motion controllers and pipeline networks. Legacy HD lacks active and structured communication protocols like Ethernet-IP. Unfortunately, these hydraulic flow systems are poorly designed during large-scale deployment at both residential and industrial areas. Cases of leakages and failures still abound. In some cases, there are no reference standards for IoT integration with fluid flow systems. In this paper, Volumetric IoT (V-IoT) sensors are introduced to monitor hydraulic flow systems leveraging route genetic algorithm. A state diagram for leakage amplitude monitoring is presented. Considering its node-To-node connectivity for steady-state monitoring, the enhanced V-IoT, with Genetic and Fibonacci algorithms offered leakage amplitude of 23.07\%, 30.77\%, and 46.16\% respectively.",

keywords = "Automation, Distributed Intelligence, Genetic Algorithm, Volumetric Internet of Things (V-IoT)",

author = "Okafor, \{Kennedy Chinedu\} and Longe, \{Omowunmi Mary\}",

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year = "2021",

doi = "10.1109/RTSI50628.2021.9597258",

language = "English",

series = "6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings",

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Okafor, KC & Longe, OM 2021, V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm. in 6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings. 6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 412-417, 6th International Forum on Research and Technology for Society and Industry, RTSI 2021, Virtual, Online, Italy, 6/09/21. https://doi.org/10.1109/RTSI50628.2021.9597258

V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm. / Okafor, Kennedy Chinedu; Longe, Omowunmi Mary.
6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. p. 412-417 (6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - V-IoT

T2 - 6th International Forum on Research and Technology for Society and Industry, RTSI 2021

AU - Okafor, Kennedy Chinedu

AU - Longe, Omowunmi Mary

PY - 2021

Y1 - 2021

N2 - Hydraulic distribution systems (HDS) are widely used in the Mechatronics industry to drive manufacturing machines, heavy-duty vehicles, equipment, and distribute fluids automatically with control valves and pipelines/horses. The absence of smart sensors, valves, and cylinders hinder the reporting of real-Time state information about hydraulic motion controllers and pipeline networks. Legacy HD lacks active and structured communication protocols like Ethernet-IP. Unfortunately, these hydraulic flow systems are poorly designed during large-scale deployment at both residential and industrial areas. Cases of leakages and failures still abound. In some cases, there are no reference standards for IoT integration with fluid flow systems. In this paper, Volumetric IoT (V-IoT) sensors are introduced to monitor hydraulic flow systems leveraging route genetic algorithm. A state diagram for leakage amplitude monitoring is presented. Considering its node-To-node connectivity for steady-state monitoring, the enhanced V-IoT, with Genetic and Fibonacci algorithms offered leakage amplitude of 23.07%, 30.77%, and 46.16% respectively.

AB - Hydraulic distribution systems (HDS) are widely used in the Mechatronics industry to drive manufacturing machines, heavy-duty vehicles, equipment, and distribute fluids automatically with control valves and pipelines/horses. The absence of smart sensors, valves, and cylinders hinder the reporting of real-Time state information about hydraulic motion controllers and pipeline networks. Legacy HD lacks active and structured communication protocols like Ethernet-IP. Unfortunately, these hydraulic flow systems are poorly designed during large-scale deployment at both residential and industrial areas. Cases of leakages and failures still abound. In some cases, there are no reference standards for IoT integration with fluid flow systems. In this paper, Volumetric IoT (V-IoT) sensors are introduced to monitor hydraulic flow systems leveraging route genetic algorithm. A state diagram for leakage amplitude monitoring is presented. Considering its node-To-node connectivity for steady-state monitoring, the enhanced V-IoT, with Genetic and Fibonacci algorithms offered leakage amplitude of 23.07%, 30.77%, and 46.16% respectively.

KW - Automation

KW - Distributed Intelligence

KW - Genetic Algorithm

KW - Volumetric Internet of Things (V-IoT)

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M3 - Conference contribution

AN - SCOPUS:85123222849

T3 - 6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings

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BT - 6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings

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ER -

Okafor KC, Longe OM. V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm. In 6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2021. p. 412-417. (6th International Forum on Research and Technology for Society and Industry, RTSI 2021 - Proceedings). doi: 10.1109/RTSI50628.2021.9597258

V-IoT: A Smart Hydraulic Distribution System Using Volumetric Route-Genetic Algorithm

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this