A Study on Optimizing Signal Path in Model Predictive Control of Three-Tank Pilot System Using Reference Architecture

Jukka Kortela; Yared Tadesse

A Study on Optimizing Signal Path in Model Predictive Control of Three-Tank Pilot System Using Reference Architecture

Jukka Kortela^*, Yared Tadesse

^*Tämän työn vastaava kirjoittaja

Kemian tekniikan ja metallurgian laitos

Bellmer Finland Oy

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Konferenssiesitys › Scientific › vertaisarvioitu

14 Lataukset (Pure)

Abstrakti

This paper presents the model predictive control of a three-tank pilot system in a novel cloud-integrated industrial automation system. The framework includes a state-of-the- art NodeJS-based gateway that communicates information between the cloud service and the automation system. The optimized signal path through the OPC DA is compared to the OPC UA Tunneler implementation through experiments on a real three-tank pilot system with an industrial ABB 800xA automation system. The results are presented and discussed.

Alkuperäiskieli	Englanti
Sivumäärä	4
Tila	Hyväksytty/In press - 9 heinäk. 2023
OKM-julkaisutyyppi	Ei sovellu
Tapahtuma	IFAC World Congress - Yokohama, Japani Kesto: 9 heinäk. 2023 → 14 heinäk. 2023 Konferenssinumero: 22

Conference

Conference	IFAC World Congress
Maa/Alue	Japani
Kaupunki	Yokohama
Ajanjakso	09/07/2023 → 14/07/2023

Pääsy asiakirjaan

ifac_2023_kortela_jukka_finalSubmitted manuscript, 804 KBLisenssi: Muu

Siteeraa tätä

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title = "A Study on Optimizing Signal Path in Model Predictive Control of Three-Tank Pilot System Using Reference Architecture",

abstract = "This paper presents the model predictive control of a three-tank pilot system in a novel cloud-integrated industrial automation system. The framework includes a state-of-the- art NodeJS-based gateway that communicates information between the cloud service and the automation system. The optimized signal path through the OPC DA is compared to the OPC UA Tunneler implementation through experiments on a real three-tank pilot system with an industrial ABB 800xA automation system. The results are presented and discussed.",

keywords = "cyber physical system, industrial internet of things, rami, iira, model predictive control, three tank system, model, experiment",

author = "Jukka Kortela and Yared Tadesse",

year = "2023",

month = jul,

day = "9",

language = "English",

note = "IFAC World Congress ; Conference date: 09-07-2023 Through 14-07-2023",

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TY - CONF

T1 - A Study on Optimizing Signal Path in Model Predictive Control of Three-Tank Pilot System Using Reference Architecture

AU - Kortela, Jukka

AU - Tadesse, Yared

N1 - Conference code: 22

PY - 2023/7/9

Y1 - 2023/7/9

N2 - This paper presents the model predictive control of a three-tank pilot system in a novel cloud-integrated industrial automation system. The framework includes a state-of-the- art NodeJS-based gateway that communicates information between the cloud service and the automation system. The optimized signal path through the OPC DA is compared to the OPC UA Tunneler implementation through experiments on a real three-tank pilot system with an industrial ABB 800xA automation system. The results are presented and discussed.

AB - This paper presents the model predictive control of a three-tank pilot system in a novel cloud-integrated industrial automation system. The framework includes a state-of-the- art NodeJS-based gateway that communicates information between the cloud service and the automation system. The optimized signal path through the OPC DA is compared to the OPC UA Tunneler implementation through experiments on a real three-tank pilot system with an industrial ABB 800xA automation system. The results are presented and discussed.

KW - cyber physical system

KW - industrial internet of things

KW - rami

KW - iira

KW - model predictive control

KW - three tank system

KW - model

KW - experiment

M3 - Paper

T2 - IFAC World Congress

Y2 - 9 July 2023 through 14 July 2023

ER -

A Study on Optimizing Signal Path in Model Predictive Control of Three-Tank Pilot System Using Reference Architecture

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Conference

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