17–18 May 2021
Online
Europe/London timezone

Towards Robust process design. The sensitivity analysis using machine learning methods

18 May 2021, 14:05
20m
Online

Online

Data Science in Process Industries AI in process industries

Speaker

Tina Sadat DANESH ALAGHEHBAND (Chemical Engineering Laboratory, Université de Toulouse, CNRS, Toulouse, France, LGC UMR 5503)

Description

In this study, we merge the sensitivity analysis method with the machine learning approach. We perform our study on the electrical power output of a combined cycle power plant using MLP neural networks.

Primary author

Tina Sadat DANESH ALAGHEHBAND (Chemical Engineering Laboratory, Université de Toulouse, CNRS, Toulouse, France, LGC UMR 5503)

Co-authors

Dr Rachid OUARET (Chemical Engineering Laboratory, Université de Toulouse, CNRS, Toulouse, France, LGC UMR 5503) Prof. Pascal FLOQUET (Chemical Engineering Laboratory, Université de Toulouse, CNRS, Toulouse, France, LGC UMR 5503)

Presentation materials