Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control

David Hästbacka; Petri Kannisto; Matti Vilkko

doi:10.1109/IECON.2018.8591323

Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control

David Hästbacka
, Petri Kannisto
, Matti Vilkko

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

9 Sitaatiot (Scopus)

Abstrakti

Efficiency of industrial processes and a high quality of the products can be achieved with advanced monitoring and control solutions. In addition, industrial processes often consume large amounts of energy and through their efficiency and use of resources also have a significant environmental impact. For industrial process optimisation it is necessary to integrate distributed data and functionality into plant-wide coordinating level solutions. From an implementation point of view this is challenging due to different communication protocols and messaging structures. In this paper an integration architecture is proposed that decouples control systems using a message bus mediator approach. The mediator acts as a unified point of access that through adapters facilitates integration of existing control systems to advanced plant-wide data-driven and event-driven control. It is demonstrated with a laboratory case presenting two examples applicable to real-life industrial problems.

Alkuperäiskieli	Englanti
Otsikko	IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society
Kustantaja	IEEE
Sivut	2979-2985
Sivumäärä	7
ISBN (elektroninen)	978-1-5090-6684-1
ISBN (painettu)	978-1-5090-6685-8
DOI - pysyväislinkit	https://doi.org/10.1109/IECON.2018.8591323
Tila	Julkaistu - lokak. 2018
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	Annual Conference of the IEEE Industrial Electronics Society - Kesto: 1 tammik. 1900 → …

Julkaisusarja

Nimi
ISSN (painettu)	1553-572X

Conference

Conference	Annual Conference of the IEEE Industrial Electronics Society
Ajanjakso	1/01/00 → …

Julkaisufoorumi-taso

Jufo-taso 1

Pääsy asiakirjaan

10.1109/IECON.2018.8591323

9 Viittaukset
1 Artikkeli

Plant-wide interoperability and decoupled, data-driven process control with message bus communication
Kannisto, P., Hästbacka, D., Gutiérrez, T., Suominen, O., Vilkko, M. & Craamer, P., 8 maalisk. 2022, julkaisussa: Journal of Industrial Information Integration. 26, 100253.
Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu

Open access
Tiedosto
21 Sitaatiot (Scopus)

57 Lataukset (Pure)

Siteeraa tätä

@inproceedings{a19110544b8849ef9ac9caa594d918fa,

title = "Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control",

abstract = "Efficiency of industrial processes and a high quality of the products can be achieved with advanced monitoring and control solutions. In addition, industrial processes often consume large amounts of energy and through their efficiency and use of resources also have a significant environmental impact. For industrial process optimisation it is necessary to integrate distributed data and functionality into plant-wide coordinating level solutions. From an implementation point of view this is challenging due to different communication protocols and messaging structures. In this paper an integration architecture is proposed that decouples control systems using a message bus mediator approach. The mediator acts as a unified point of access that through adapters facilitates integration of existing control systems to advanced plant-wide data-driven and event-driven control. It is demonstrated with a laboratory case presenting two examples applicable to real-life industrial problems.",

keywords = "Process control, Production, Monitoring, Computer architecture, Control systems, Optimization, Modeling",

author = "David H{\"a}stbacka and Petri Kannisto and Matti Vilkko",

year = "2018",

month = oct,

doi = "10.1109/IECON.2018.8591323",

language = "English",

isbn = "978-1-5090-6685-8",

publisher = "IEEE",

pages = "2979--2985",

booktitle = "IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society",

address = "United States",

note = "Annual Conference of the IEEE Industrial Electronics Society ; Conference date: 01-01-1900",

}

Hästbacka, D, Kannisto, P & Vilkko, M 2018, Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control. julkaisussa IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society. IEEE, Sivut 2979-2985, Annual Conference of the IEEE Industrial Electronics Society, 1/01/00. https://doi.org/10.1109/IECON.2018.8591323

TY - GEN

T1 - Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control

AU - Hästbacka, David

AU - Kannisto, Petri

AU - Vilkko, Matti

PY - 2018/10

Y1 - 2018/10

N2 - Efficiency of industrial processes and a high quality of the products can be achieved with advanced monitoring and control solutions. In addition, industrial processes often consume large amounts of energy and through their efficiency and use of resources also have a significant environmental impact. For industrial process optimisation it is necessary to integrate distributed data and functionality into plant-wide coordinating level solutions. From an implementation point of view this is challenging due to different communication protocols and messaging structures. In this paper an integration architecture is proposed that decouples control systems using a message bus mediator approach. The mediator acts as a unified point of access that through adapters facilitates integration of existing control systems to advanced plant-wide data-driven and event-driven control. It is demonstrated with a laboratory case presenting two examples applicable to real-life industrial problems.

AB - Efficiency of industrial processes and a high quality of the products can be achieved with advanced monitoring and control solutions. In addition, industrial processes often consume large amounts of energy and through their efficiency and use of resources also have a significant environmental impact. For industrial process optimisation it is necessary to integrate distributed data and functionality into plant-wide coordinating level solutions. From an implementation point of view this is challenging due to different communication protocols and messaging structures. In this paper an integration architecture is proposed that decouples control systems using a message bus mediator approach. The mediator acts as a unified point of access that through adapters facilitates integration of existing control systems to advanced plant-wide data-driven and event-driven control. It is demonstrated with a laboratory case presenting two examples applicable to real-life industrial problems.

KW - Process control

KW - Production

KW - Monitoring

KW - Computer architecture

KW - Control systems

KW - Optimization

KW - Modeling

U2 - 10.1109/IECON.2018.8591323

DO - 10.1109/IECON.2018.8591323

M3 - Conference contribution

SN - 978-1-5090-6685-8

SP - 2979

EP - 2985

BT - IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society

PB - IEEE

T2 - Annual Conference of the IEEE Industrial Electronics Society

Y2 - 1 January 1900

ER -

Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control

Abstrakti

Julkaisusarja

Conference

Julkaisufoorumi-taso

Pääsy asiakirjaan

Sormenjälki

Tutkimustuotos

Plant-wide interoperability and decoupled, data-driven process control with message bus communication

Siteeraa tätä