Improving Knowledge-Based Systems with statistical techniques, text mining, and neural networks for non-technical loss detection
Several knowledge acquisition processes were made with Endesa staff. The knowledge of inspectors was successfully translated to rules. A knowledge-based expert system for non-technical losses detection was created. The system was improved with text mining, neural networks and statistical techniques. The proposed system is applied in Endesa databases.
text mining neural network non-technical losses expert system power distribution