Development of expert system shell with context-based reasoning

Dominik Wachla; Piotr Przystałka; Mateusz Kalisch; Wojciech Moczulski; Anna Timofiejczuk

doi:10.1007/978-3-319-23180-8_27

Development of expert system shell with context-based reasoning

Department of Fundamentals of Machinery Design (RMT/RMT6)

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

1 Citation (Scopus)

Abstract

The paper focuses on the expert system shell which is proposed as a tool that can be used for a wide spectrum of industrial applications. A new architecture of the system enables reasoning by means of multi-domain knowledge representations and multi-inference engines. Moreover, the extended functionality of the system is developed using a context based approach. The system is implemented applying a data mining software which makes possible to acquire domain-specific knowledge and its direct application in the expert system shell. In this study, the preliminary verification is presented using the data registered by the SCADA system of the water supply network. The case study results are useful to illustrate the merits and limitations of the proposed approach.

Original language	English
Title of host publication	Advanced and Intelligent Computations in Diagnosis and Control
Editors	Zdzisław Kowalczuk
Publisher	Springer Verlag
Pages	369-382
Number of pages	14
ISBN (Print)	9783319231792
DOIs	https://doi.org/10.1007/978-3-319-23180-8_27
Publication status	Published - 2016
Event	12th International Conference on Diagnostics of Processes and Systems, DPS 2015 - Ustka, Poland Duration: 6 Sept 2015 → 9 Sept 2015

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	386
ISSN (Print)	2194-5357

Conference

Conference	12th International Conference on Diagnostics of Processes and Systems, DPS 2015
Country/Territory	Poland
City	Ustka
Period	6/09/15 → 9/09/15

UN SDGs

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

SDG 9 Industry, Innovation, and Infrastructure

Keywords

Context-based reasoning
Expert systems

ASJC Scopus subject areas

Control and Systems Engineering
General Computer Science

Access to Document

10.1007/978-3-319-23180-8_27

Cite this

Wachla, D., Przystałka, P., Kalisch, M., Moczulski, W., & Timofiejczuk, A. (2016). Development of expert system shell with context-based reasoning. In Z. Kowalczuk (Ed.), Advanced and Intelligent Computations in Diagnosis and Control (pp. 369-382). (Advances in Intelligent Systems and Computing; Vol. 386). Springer Verlag. https://doi.org/10.1007/978-3-319-23180-8_27

@inproceedings{b3d39cb956cf41d6a956739d17d467b7,

title = "Development of expert system shell with context-based reasoning",

abstract = "The paper focuses on the expert system shell which is proposed as a tool that can be used for a wide spectrum of industrial applications. A new architecture of the system enables reasoning by means of multi-domain knowledge representations and multi-inference engines. Moreover, the extended functionality of the system is developed using a context based approach. The system is implemented applying a data mining software which makes possible to acquire domain-specific knowledge and its direct application in the expert system shell. In this study, the preliminary verification is presented using the data registered by the SCADA system of the water supply network. The case study results are useful to illustrate the merits and limitations of the proposed approach.",

keywords = "Context-based reasoning, Expert systems",

author = "Dominik Wachla and Piotr Przysta{\l}ka and Mateusz Kalisch and Wojciech Moczulski and Anna Timofiejczuk",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2016.; 12th International Conference on Diagnostics of Processes and Systems, DPS 2015 ; Conference date: 06-09-2015 Through 09-09-2015",

year = "2016",

doi = "10.1007/978-3-319-23180-8\_27",

language = "English",

isbn = "9783319231792",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

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editor = "Zdzis{\l}aw Kowalczuk",

booktitle = "Advanced and Intelligent Computations in Diagnosis and Control",

address = "Germany",

}

Wachla, D , Przystałka, P , Kalisch, M , Moczulski, W & Timofiejczuk, A 2016, Development of expert system shell with context-based reasoning. in Z Kowalczuk (ed.), Advanced and Intelligent Computations in Diagnosis and Control. Advances in Intelligent Systems and Computing, vol. 386, Springer Verlag, pp. 369-382, 12th International Conference on Diagnostics of Processes and Systems, DPS 2015, Ustka, Poland, 6/09/15. https://doi.org/10.1007/978-3-319-23180-8_27

Development of expert system shell with context-based reasoning. / Wachla, Dominik ; Przystałka, Piotr ; Kalisch, Mateusz et al.
Advanced and Intelligent Computations in Diagnosis and Control. ed. / Zdzisław Kowalczuk. Springer Verlag, 2016. p. 369-382 (Advances in Intelligent Systems and Computing; Vol. 386).

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

TY - GEN

T1 - Development of expert system shell with context-based reasoning

AU - Wachla, Dominik

AU - Przystałka, Piotr

AU - Kalisch, Mateusz

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AU - Timofiejczuk, Anna

PY - 2016

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AB - The paper focuses on the expert system shell which is proposed as a tool that can be used for a wide spectrum of industrial applications. A new architecture of the system enables reasoning by means of multi-domain knowledge representations and multi-inference engines. Moreover, the extended functionality of the system is developed using a context based approach. The system is implemented applying a data mining software which makes possible to acquire domain-specific knowledge and its direct application in the expert system shell. In this study, the preliminary verification is presented using the data registered by the SCADA system of the water supply network. The case study results are useful to illustrate the merits and limitations of the proposed approach.

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KW - Expert systems

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BT - Advanced and Intelligent Computations in Diagnosis and Control

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T2 - 12th International Conference on Diagnostics of Processes and Systems, DPS 2015

Y2 - 6 September 2015 through 9 September 2015

ER -

Development of expert system shell with context-based reasoning

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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