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Neural network controller (NNC) for a crude oil distillation column

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Title: Neural network controller (NNC) for a crude oil distillation column

Authors: Henri E. Z. Tonnang, A. Olatunbosun

Journal: ARPN Journal of Engineering and Applied Sciences

HEC Recognition History
Category From To
Y 2023-07-01 2024-09-30
Y 2022-07-01 2023-06-30
Y 2021-07-01 2022-06-30
X 2020-07-01 2021-06-30

Publisher: Khyber Medical College, Peshawar

Country: Pakistan

Year: 2010

Volume: 5

Issue: 6

Language: English

Categories
Process Control (67) Optimization (992) Distillation (6) Artificial Neural Networks (61) Chemical Engineering (4680)

Abstract

The development of neural network that could be used for the control of an industrial process is discussed. Field data from a working distillation column or fractionator of crude oil refinery in Nigeria was used for the development and testing the effectiveness of the controller. The developed controller performed optimally when compared with the installed distributed control system based on proportional integral and derivative algorithm in the company with well over 95% correlation between the expected data and obtained data.

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