Automatica (Journal of IFAC)
Knowledge engineering and management: the CommonKADS methodology
Knowledge engineering and management: the CommonKADS methodology
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Generating Rule Sets from Model Trees
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
A Probabilistic Model for Information and Sensor Validation
The Computer Journal
DADICC: Intelligent system for anomaly detection in a combined cycle gas turbine plant
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A knowledge-based system approach for sensor fault modeling, detection and mitigation
Expert Systems with Applications: An International Journal
Multi-BP expert system for fault diagnosis of powersystem
Engineering Applications of Artificial Intelligence
Hi-index | 12.05 |
This paper describes a procedure of identifying sensor faults and reconstructing the erroneous measurements. Knowledge discovery in databases is successfully applied for deriving models that estimate the value of one variable based on correlated others. The estimated values can then be used instead of the recorded ones of a measuring instrument with false reading. The aim is to reassure the correctness of data entered to an optimization software application that was developed for the Thermal Power Plants of Western Macedonia, Greece. The architecture of the application follows the Multi-Agent System approach in order to cope with its complexity and distributed nature. The application was tested on a case study and proved to be efficient.