How is possible to increase efficiency into industrial facility? Do new energy generation systems (hardware) are necessary? Do machine learning and artificial intelligence could improve performance?
During my Ph.D. I analysed both efficiency energy conversion system based on SOFC/RSOC to produce energy both to improce polygeneration system using data analytics and machine learning. Clustering is proposed to define polygeneration system and to perform short-therm forecasting combined with kNN.