Engine Fault Signals Diagnosis using Genetic Algorithm and K-means based Clustering

@inproceedings{Mjahed2018EngineFS,
  title={Engine Fault Signals Diagnosis using Genetic Algorithm and K-means based Clustering},
  author={Soukaina Mjahed and Salah el hadaj and Khadija Bouzaachane and Said Raghay},
  booktitle={LOPAL '18},
  year={2018}
}
This paper presents an efficient algorithm for solving multi-objective fault signals diagnosis problem using Genetic Algorithm based on K-means clustering technique and taking advantage of a nonrandom initialization using Global K-means method. We attempt to separate normal and faulty engines using real data. We consider three types of engine faults: faulty… CONTINUE READING