A Study of Using Artificial Neural Network in a Non-linear Centrifugal Compressor System

Journal Title: International Journal on Computer Science and Engineering - Year 2012, Vol 4, Issue 12

Abstract

This study adopts the centrifugal compressor system which produces the nitric acid equipment in China Petrochemical Development Corporation’s Plant. The system is non-linear and its manufacturing process is changeable, which the traditional PID (Proportional-Integral-Differential) control method is difficult to apply. This study is intended to apply the artificial neural network method to test and forecast the compressor performance. By means of collecting the PLC (Programmable Logic Controller) on-line data, the proposed method is applied to simulate the control system. According to the result of this study, the proposed method can reach the high accuracy, and make concrete contributions in promoting the safety of the centrifugal compressor system.

Authors and Affiliations

Prof. Pin-Chang Chen , Prof. Hung-Teng Chang , Mr. Armada Hsu

Keywords

Related Articles

Spectrum sensing and Spectrum shifting implementation in a Cognitive Radio based IEEE 802.22 Wireless Regional Area Network

With the technological advancement in wireless applications more effective and efficient utilization of the available spectrum became the urgent requirement. According to the IEEE 802.22 standard the unlicensed secondary...

A VIEW ON SECURE ROUTING IN ADHOC NETWORKS

In our proposed research work different security attacks from the perspective of layer approach are identified. The impacts of security attacks on each layer are studied. Then we focus on security attacks on network laye...

Investigating the performance improvement by sampling techniques in EEG data

In this paper the performance of oversampling methods such as SMOTE (Synthetic Minority Over-sampling Technique) and PCA (Principal Component Analysis) which are used for preprocessing are applied for the Brain computer...

Multi-document Summarization for Query Answering E-learning System

The proposed E-learning system aims at providing a multi-document summarization for documents retrieved from Google and providing the user a precise answer for his/her query under the domain of “Operating Systems”. This...

VoIP over WMN: Effect of packet aggregation

VoIP services are getting more and more popular day by day. In order to meet the users demand for such services irrespective of users location requires wide area wireless coverage .To this extent, wireless mesh networks...

Download PDF file
  • EP ID EP119924
  • DOI -
  • Views 102
  • Downloads 0

How To Cite

Prof. Pin-Chang Chen, Prof. Hung-Teng Chang, Mr. Armada Hsu (2012). A Study of Using Artificial Neural Network in a Non-linear Centrifugal Compressor System. International Journal on Computer Science and Engineering, 4(12), 1890-1896. https://europub.co.uk/articles/-A-119924