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Classification for ammonia in water by specific concentration using artificial neural network (ANN)

Water pollution caused by poor management of waste water release or dump need to be monitored. This paper present to monitor on ammonia release by industry which can caused death to plant worker. This monitoring was a combination between E-Nose and Classification techniques which is ANN. ANN the mos...

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Main Authors: Muhamad Faruqi, Zahari, M. S., Najib, Suhaimi, Mohd Daud, Mujahid, Mohamad, Suziyanti, Zaib
Format: Conference or Workshop Item
Language:English
English
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/32760/1/Classification%20for%20ammonia%20in%20water%20by%20specific%20concentration.pdf
http://umpir.ump.edu.my/id/eprint/32760/2/Classification%20for%20ammonia%20in%20water%20by%20specific%20concentration.pdf
http://umpir.ump.edu.my/id/eprint/32760/
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spelling my.ump.umpir.327602021-12-07T07:10:28Z http://umpir.ump.edu.my/id/eprint/32760/ Classification for ammonia in water by specific concentration using artificial neural network (ANN) Muhamad Faruqi, Zahari M. S., Najib Suhaimi, Mohd Daud Mujahid, Mohamad Suziyanti, Zaib TK Electrical engineering. Electronics Nuclear engineering Water pollution caused by poor management of waste water release or dump need to be monitored. This paper present to monitor on ammonia release by industry which can caused death to plant worker. This monitoring was a combination between E-Nose and Classification techniques which is ANN. ANN the most common retrieval method that used in industry nowadays. Furthermore, ANN classification successful to classify 100% accuracy for specific concentration of Ammonia which is using Lavernberg-Marquardt (LM) algorithm with supervised learning and fast convergence Back Propagation (BP) method. Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/32760/1/Classification%20for%20ammonia%20in%20water%20by%20specific%20concentration.pdf pdf en http://umpir.ump.edu.my/id/eprint/32760/2/Classification%20for%20ammonia%20in%20water%20by%20specific%20concentration.pdf Muhamad Faruqi, Zahari and M. S., Najib and Suhaimi, Mohd Daud and Mujahid, Mohamad and Suziyanti, Zaib Classification for ammonia in water by specific concentration using artificial neural network (ANN). In: The 6th International Conference on Electrical, Control and Computer Engineering (InECCE2021), 23rd August 2021 , Microsoft Teams platform. pp. 1-8.. (Unpublished)
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Muhamad Faruqi, Zahari
M. S., Najib
Suhaimi, Mohd Daud
Mujahid, Mohamad
Suziyanti, Zaib
Classification for ammonia in water by specific concentration using artificial neural network (ANN)
description Water pollution caused by poor management of waste water release or dump need to be monitored. This paper present to monitor on ammonia release by industry which can caused death to plant worker. This monitoring was a combination between E-Nose and Classification techniques which is ANN. ANN the most common retrieval method that used in industry nowadays. Furthermore, ANN classification successful to classify 100% accuracy for specific concentration of Ammonia which is using Lavernberg-Marquardt (LM) algorithm with supervised learning and fast convergence Back Propagation (BP) method.
format Conference or Workshop Item
author Muhamad Faruqi, Zahari
M. S., Najib
Suhaimi, Mohd Daud
Mujahid, Mohamad
Suziyanti, Zaib
author_facet Muhamad Faruqi, Zahari
M. S., Najib
Suhaimi, Mohd Daud
Mujahid, Mohamad
Suziyanti, Zaib
author_sort Muhamad Faruqi, Zahari
title Classification for ammonia in water by specific concentration using artificial neural network (ANN)
title_short Classification for ammonia in water by specific concentration using artificial neural network (ANN)
title_full Classification for ammonia in water by specific concentration using artificial neural network (ANN)
title_fullStr Classification for ammonia in water by specific concentration using artificial neural network (ANN)
title_full_unstemmed Classification for ammonia in water by specific concentration using artificial neural network (ANN)
title_sort classification for ammonia in water by specific concentration using artificial neural network (ann)
url http://umpir.ump.edu.my/id/eprint/32760/1/Classification%20for%20ammonia%20in%20water%20by%20specific%20concentration.pdf
http://umpir.ump.edu.my/id/eprint/32760/2/Classification%20for%20ammonia%20in%20water%20by%20specific%20concentration.pdf
http://umpir.ump.edu.my/id/eprint/32760/
_version_ 1822922325085913088
score 13.2442

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