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...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
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| Online Access: | http://umpir.ump.edu.my/id/eprint/32760/ 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 |
| _version_ | 1848824103509688320 |
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| 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 |
| building | UMP Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T03:07:43Z |
| format | Conference or Workshop Item |
| id | ump-32760 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T03:07:43Z |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-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) (Unpublished) |
| 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) |
| title | 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_short | 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) |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/32760/ 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 |