Computer-aided identification of mechanical system's technical state with the aid of case-based reasoning

Authors:
Olga A. Nikolaychuk;Alexander Y. Yurin
Affiliations:
Institute of System Dynamics and Control Theory SB RAS, Lermontov st. 134, 664033 Irkutsk, Russian Federation;Institute of System Dynamics and Control Theory SB RAS, Lermontov st. 134, 664033 Irkutsk, Russian Federation
Venue:
Expert Systems with Applications: An International Journal
Year:
2008

Citing 5
Cited 4

Case-based reasoning: foundational issues, methodological variations, and system approaches

AI Communications
Combining Case-Based and Model-Based Reasoning for the Diagnosis of Complex Devices

Applied Intelligence
Conversational Case-Based Reasoning

Applied Intelligence
Automating the Diagnosis and Rectification of Deflection Yoke Production Using Hybrid Knowledge Acquisition and Case-Based Reasoning

Applied Intelligence
Multi-modal diagnosis combining case-based and model-based reasoning: a formal and experimental analysis

Artificial Intelligence

A study of mutual information based feature selection for case based reasoning in software cost estimation

Expert Systems with Applications: An International Journal
Intelligent planner for control of failures analysis of unique mechanical systems

Expert Systems with Applications: An International Journal
Hybrid intelligent parameter estimation based on grey case-based reasoning for laminar cooling process

Engineering Applications of Artificial Intelligence
An approach for definition of recommendations for prevention of repeated failures with the aid of case-based reasoning and group decision-making methods

Expert Systems with Applications: An International Journal

Quantified Score

Hi-index	12.06

Visualization

Abstract

The paper considers application of the case-based reasoning paradigm for solving of the problem related to computer-aided identification of technical states for mechanical systems employed in petrochemistry. The results of investigation are case models corresponding to the concept of ''incident'' (known from the practice of reaching reliability) and reflecting the properties and states of mechanical systems; an algorithm of case retrieval; the architecture and software for computer-aided identification of technical states for mechanical systems.