Review of Neural Network Algorithm and its Application in Temperature Control of Distillation Tower
Journal of Engineering Research and Reports · pp. 50–61 · Published 22 Mar 2021
10.9734/jerr/2021/v20i417294Abstract
Distillation process is a complex process of conduction, mass transfer and heat conduction, which is mainly manifested as follows: The mechanism is complex and changeable with uncertainty; the process is multivariate and strong coupling; the system is nonlinear, hysteresis and time-varying. Therefore, traditional control methods are difficult to accurately control, but neural networks can greatly improve this problem. This article introduces the basic concepts of distillation tower temperature control, comprehensively introduces the application of various neural network algorithms in distillation tower temperature control, and compares their advantages and disadvantages and their effect. At present, there are many researches on neural network control of distillation tower temperature. The methods are different and each has its own merits. This article has carried out a systematic review to provide reference for the development of related industries.
Cited by 6
6 citations reported by external sources — individual citing-article records aren't available to list yet.
Related research
- Assessment of Global Solar Radiation at Selected Points in Nigeria Using Artificial Neural Network Model (ANNM) — shares topic coverage
- Technologies in Texture Analysis – A Review — shares topic coverage
- Evaluation of Plastic Waste Classification Systems — shares topic coverage
- Spectral Analysis of Nonlinear Operators: Theory and Applications to Neural Networks and Optimization — shares topic coverage
- Application of Neural Networks for Predicting the Workability of Self-Compacting Concrete — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
6
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.