Artificial Neural Network and Its Application Research Progress in Chemical Process
Asian Journal of Research in Computer Science · pp. 177–185 · Published 23 Dec 2021
10.9734/ajrcos/2021/v12i430302Abstract
Most chemical processes, such as distillation, absorption, extraction, and catalytic reactions, are extremely complex processes affected by multiple factors. As a result, the relationships between their input and output variables are non-linear, and it is not easy to optimize or control them using traditional methods. Artificial neural network is a systematic structure composed of multiple neuron models. By simulating many basic functions of the nervous system of living organisms, nonlinear control can be realized without relying on mathematical models, and it is especially suitable for more complex control objects. This article will introduce artificial neural networks' basic principles and development history, and review its application research progress in chemical process control, fault diagnosis, and process optimization.
Cited by 13
Jing Sun, Qiong Chen · Asian Journal of Chemical Sciences · 2022
Daniel Chuquín-Vasco, Dennise Chicaiza-Sagal, Cristina Calderón-Tapia · AIMS Energy · 2024
Jianan Zhao, Geng Tian, Wei Yang · 2025
Related research
- A Clinical Decision Support System to Identify and Stage Breast Cancer Tumor — shares topic coverage
- Neural Network and Regression Based Model for Cows’ Milk Yield Prediction in Different Climatic Gradients — shares topic coverage
- Modeling of Two-Phase Gas Deviation Factor for Gas-Condensate Reservoir using Artificial Neural Network — shares topic coverage
- Comparative Performance of Multiple Linear Regression and Artificial Neural Network Based Models in Estimation of Evaporation — shares topic coverage
- Prediction of Oilfield Scale formation Using Artificial Neural Network (ANN) — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
13
Citations
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
No views recorded yet.
Traffic sources
Referring site, by host.
No traffic recorded yet.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.