Automatic generation of repair suggestions for control logic of I&C systems

Polina Ovsiannikova; Antti Pakonen; Valeriy Vyatkin

doi:10.1109/IECON51785.2023.10311970

Automatic generation of repair suggestions for control logic of I&C systems

Polina Ovsiannikova, Antti Pakonen, Valeriy Vyatkin

Aalto University

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

36 Downloads (Pure)

Abstract

We present an approach for suggesting possible repairs for the control logic of I&C systems implemented in the form of function block diagrams (FBDs) during the design phase. Each FBD has a set of functional requirements formulated using linear temporal logic (LTL). To ensure the correctness of the implementation, an FBD is translated into SMV, the language of the NuSMV model checker, which verifies the model against its properties. If a property does not hold, NuSMV generates a counterexample. In previous works, we developed methods on visual counterexample explanation using both, the failing LTL formula and the FBD itself. The current work continues in this direction and utilizes the results of the counterexample explanation to suggest fixes to the FBD considering the failed properties and the whole set of requirements. We propose three strategies for fixes generation and experiment on the examples of the logic from the nuclear domain.

Original language	English
Title of host publication	IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	1-6
Number of pages	6
ISBN (Electronic)	979-8-3503-3182-0
ISBN (Print)	979-8-3503-3183-7
DOIs	https://doi.org/10.1109/IECON51785.2023.10311970
Publication status	Published - 19 Oct 2023
MoE publication type	A4 Article in a conference publication
Event	IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society - Singapore, Singapore Duration: 16 Oct 2023 → 19 Oct 2023

Conference

Conference	IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society
Period	16/10/23 → 19/10/23

Funding

This work was supported by the Finnish Research Programme on Nuclear Power Plant Safety 2018-2022 (SAFIR 2022).

Keywords

Industrial electronics
Visualization
Maintenance engineering
Control systems
safety-critical systems
model checking
I&C control logic
FBD repair
functional requirements
fix suggestions

Access to Document

10.1109/IECON51785.2023.10311970

Ovsiannikova IECON 2023Accepted author manuscript, 622 KB

Cite this

@inproceedings{0ce62c817bdd491aa6351d40639b8b38,

title = "Automatic generation of repair suggestions for control logic of I&C systems",

abstract = "We present an approach for suggesting possible repairs for the control logic of I&C systems implemented in the form of function block diagrams (FBDs) during the design phase. Each FBD has a set of functional requirements formulated using linear temporal logic (LTL). To ensure the correctness of the implementation, an FBD is translated into SMV, the language of the NuSMV model checker, which verifies the model against its properties. If a property does not hold, NuSMV generates a counterexample. In previous works, we developed methods on visual counterexample explanation using both, the failing LTL formula and the FBD itself. The current work continues in this direction and utilizes the results of the counterexample explanation to suggest fixes to the FBD considering the failed properties and the whole set of requirements. We propose three strategies for fixes generation and experiment on the examples of the logic from the nuclear domain.",

keywords = "Industrial electronics, Visualization, Maintenance engineering, Control systems, safety-critical systems, model checking, I&C control logic, FBD repair, functional requirements, fix suggestions",

author = "Polina Ovsiannikova and Antti Pakonen and Valeriy Vyatkin",

year = "2023",

month = oct,

day = "19",

doi = "10.1109/IECON51785.2023.10311970",

language = "English",

isbn = "979-8-3503-3183-7",

pages = "1--6",

booktitle = "IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society",

publisher = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society ; Conference date: 16-10-2023 Through 19-10-2023",

}

Ovsiannikova, P, Pakonen, A & Vyatkin, V 2023, Automatic generation of repair suggestions for control logic of I&C systems. in IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society., 10311970, IEEE Institute of Electrical and Electronic Engineers, pp. 1-6, IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society, 16/10/23. https://doi.org/10.1109/IECON51785.2023.10311970

Automatic generation of repair suggestions for control logic of I&C systems. / Ovsiannikova, Polina; Pakonen, Antti; Vyatkin, Valeriy.
IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society. IEEE Institute of Electrical and Electronic Engineers, 2023. p. 1-6 10311970.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - Automatic generation of repair suggestions for control logic of I&C systems

AU - Ovsiannikova, Polina

AU - Pakonen, Antti

AU - Vyatkin, Valeriy

PY - 2023/10/19

Y1 - 2023/10/19

N2 - We present an approach for suggesting possible repairs for the control logic of I&C systems implemented in the form of function block diagrams (FBDs) during the design phase. Each FBD has a set of functional requirements formulated using linear temporal logic (LTL). To ensure the correctness of the implementation, an FBD is translated into SMV, the language of the NuSMV model checker, which verifies the model against its properties. If a property does not hold, NuSMV generates a counterexample. In previous works, we developed methods on visual counterexample explanation using both, the failing LTL formula and the FBD itself. The current work continues in this direction and utilizes the results of the counterexample explanation to suggest fixes to the FBD considering the failed properties and the whole set of requirements. We propose three strategies for fixes generation and experiment on the examples of the logic from the nuclear domain.

AB - We present an approach for suggesting possible repairs for the control logic of I&C systems implemented in the form of function block diagrams (FBDs) during the design phase. Each FBD has a set of functional requirements formulated using linear temporal logic (LTL). To ensure the correctness of the implementation, an FBD is translated into SMV, the language of the NuSMV model checker, which verifies the model against its properties. If a property does not hold, NuSMV generates a counterexample. In previous works, we developed methods on visual counterexample explanation using both, the failing LTL formula and the FBD itself. The current work continues in this direction and utilizes the results of the counterexample explanation to suggest fixes to the FBD considering the failed properties and the whole set of requirements. We propose three strategies for fixes generation and experiment on the examples of the logic from the nuclear domain.

KW - Industrial electronics

KW - Visualization

KW - Maintenance engineering

KW - Control systems

KW - safety-critical systems

KW - model checking

KW - I&C control logic

KW - FBD repair

KW - functional requirements

KW - fix suggestions

UR - http://www.scopus.com/inward/record.url?scp=85179503105&partnerID=8YFLogxK

U2 - 10.1109/IECON51785.2023.10311970

DO - 10.1109/IECON51785.2023.10311970

M3 - Conference article in proceedings

SN - 979-8-3503-3183-7

SP - 1

EP - 6

BT - IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society

PB - IEEE Institute of Electrical and Electronic Engineers

T2 - IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society

Y2 - 16 October 2023 through 19 October 2023

ER -

Automatic generation of repair suggestions for control logic of I&C systems

Abstract

Conference

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Cite this