Chemical Engineering
Artificial Intelligence for Inferential Control of Crude Oil Stripping Process

Mehdi Ebnali; Mehdi Shahbazian; Houshang Jazayerirad

Volume 7, Issue 1 , January 2018, , Pages 70-92

  Stripper columns are used for sweetening crude oil, and they must hold product hydrogen sulfide content as near the set points as possible in the faces of upsets. Since product    quality cannot be measured easily and economically online, the control of product quality is often achieved ...  Read More

A Self-Reconstructing Algorithm for Single and Multiple-Sensor Fault Isolation Based on Auto-Associative Neural Networks

Hamidreza Mousavi; Mehdi Shahbazian; Nosrat Moradi

Volume 6, Issue 1 , January 2017, , Pages 77-92

  Recently different approaches have been developed in the field of sensor fault diagnostics based on Auto-Associative Neural Network (AANN). In this paper we present a novel algorithm called Self reconstructing Auto-Associative Neural Network (S-AANN) which is able to detect and isolate single faulty ...  Read More