eprintid: 5077
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/50/77
datestamp: 2023-11-09 16:16:47
lastmod: 2023-11-09 16:16:47
status_changed: 2023-11-09 16:00:29
type: conference_item
metadata_visibility: show
creators_name: Alnaimi, F.B.I.
creators_name: A Ali, M.
creators_name: Al-Kayiem, H.H.
creators_name: Mohamed Sahari, K.S.B.
title: On-line condition monitoring system for high level trip water in steam Boiler's Drum
ispublished: pub
keywords: Neural networks, Execution phasis; Hidden layers; Minimization algorithms; Monitoring techniques; On-line condition monitoring system; Real-time data; Root-mean-square errors; Training algorithms, Algorithms
note: cited By 1; Conference of 4th International Conference on Production, Energy and Reliability, ICPER 2014 ; Conference Date: 3 June 2014 Through 5 June 2014; Conference Code:106620
abstract: This paper presents a monitoring technique using Artificial Neural Networks (ANN) with four different training algorithms for high level water in steam boiler's drum. Four Back-Propagations neural networks multidimensional minimization algorithms have been utilized. Real time data were recorded from power plant located in Malaysia. The developed relevant variables were selected based on a combination of theory, experience and execution phases of the model. The Root Mean Square (RMS) Error has been used to compare the results of one and two hidden layer (1HL), (2HL) ANN structures. © 2014 Owned by the authors, published by EDP Sciences.
date: 2014
publisher: EDP Sciences
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84904988619&doi=10.1051%2fmatecconf%2f20141303011&partnerID=40&md5=fb950bebff63532b2cbef68f09a2f279
id_number: 10.1051/matecconf/20141303011
full_text_status: none
publication: MATEC Web of Conferences
volume: 13
place_of_pub: Kuala Lumpur
refereed: TRUE
issn: 2261236X
citation:   Alnaimi, F.B.I. and A Ali, M. and Al-Kayiem, H.H. and Mohamed Sahari, K.S.B.  (2014) On-line condition monitoring system for high level trip water in steam Boiler's Drum.  In: UNSPECIFIED.