Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration
Toxic gases are very common in industry which can be harmful to living species. This research purpose to monitoring and sustain environment and avoiding pollution and poisoning. The development on monitoring system for ammonia gases is crucial to avoid incident of poisonous air pollutants in commerc...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2021
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/32747/1/E2PEI18001%20MUHAMAD%20FARUQI.pdf |
| _version_ | 1796994858526703616 |
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| author | Muhamad Faruqi, Zahari Muhammad Sharfi, Najib Suhaimi, Mohd Daud Mujahid, Mohamad Nur Farina, Hamidon Majid |
| author_facet | Muhamad Faruqi, Zahari Muhammad Sharfi, Najib Suhaimi, Mohd Daud Mujahid, Mohamad Nur Farina, Hamidon Majid |
| author_sort | Muhamad Faruqi, Zahari |
| collection | UMP |
| description | Toxic gases are very common in industry which can be harmful to living species. This research purpose to monitoring and sustain environment and avoiding pollution and poisoning. The development on monitoring system for ammonia gases is crucial to avoid incident of poisonous air pollutants in commercialized industry. Hence, there is need to introduce simple air quality device to monitor the air pollution. Electronic Nose (E-Nose) is one of the device that can help to monitor this air pollution for the odor-profile gas that been harmful to living species. E-Nose is integrated with intelligent classification which is Case Based Reasoning (CBR) to enhanced the monitoring system. The experimental result shows E-nose that integrated with CBR was accomplished to classify data above than 70% of accuracy and nearly approach 80% of accuracy with 50% of Specificity and sensitivity. |
| first_indexed | 2024-03-06T12:53:46Z |
| format | Conference or Workshop Item |
| id | UMPir32747 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:53:46Z |
| publishDate | 2021 |
| record_format | dspace |
| spelling | UMPir327472021-12-08T04:34:58Z http://umpir.ump.edu.my/id/eprint/32747/ Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration Muhamad Faruqi, Zahari Muhammad Sharfi, Najib Suhaimi, Mohd Daud Mujahid, Mohamad Nur Farina, Hamidon Majid TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery Toxic gases are very common in industry which can be harmful to living species. This research purpose to monitoring and sustain environment and avoiding pollution and poisoning. The development on monitoring system for ammonia gases is crucial to avoid incident of poisonous air pollutants in commercialized industry. Hence, there is need to introduce simple air quality device to monitor the air pollution. Electronic Nose (E-Nose) is one of the device that can help to monitor this air pollution for the odor-profile gas that been harmful to living species. E-Nose is integrated with intelligent classification which is Case Based Reasoning (CBR) to enhanced the monitoring system. The experimental result shows E-nose that integrated with CBR was accomplished to classify data above than 70% of accuracy and nearly approach 80% of accuracy with 50% of Specificity and sensitivity. 2021 Conference or Workshop Item NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/32747/1/E2PEI18001%20MUHAMAD%20FARUQI.pdf Muhamad Faruqi, Zahari and Muhammad Sharfi, Najib and Suhaimi, Mohd Daud and Mujahid, Mohamad and Nur Farina, Hamidon Majid (2021) Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration. In: The 6th International Conference on Electrical, Control and Computer Engineering (InECCE2021) , 23 August 2021 , Microsoft Team Platforms. pp. 1-13.. (In Press / Online First) |
| spellingShingle | TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery Muhamad Faruqi, Zahari Muhammad Sharfi, Najib Suhaimi, Mohd Daud Mujahid, Mohamad Nur Farina, Hamidon Majid Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration |
| title | Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration |
| title_full | Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration |
| title_fullStr | Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration |
| title_full_unstemmed | Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration |
| title_short | Performance measure of case based reasoning (CBR) for ammonia in water by specific concentration |
| title_sort | performance measure of case based reasoning cbr for ammonia in water by specific concentration |
| topic | TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery |
| url | http://umpir.ump.edu.my/id/eprint/32747/1/E2PEI18001%20MUHAMAD%20FARUQI.pdf |
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