DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management
The DeMI Interface tool represents an innovative graphical user interface tool rooted in the Decision-Making Integration (DeMI) framework, offering decision makers a holistic approach within Process System Engineering (PSE). This state-of-the-art tool seamlessly combines process network synthesis an...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Springer Science and Business Media LLC
2024
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| Online Access: | http://psasir.upm.edu.my/id/eprint/117902/ http://psasir.upm.edu.my/id/eprint/117902/1/117902.pdf |
| _version_ | 1848867375003205632 |
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| author | Ali, R.A. Nik Ibrahim, N.N.L. Ghani, W.A.W.A.K. Sani, N.S. Lam, H.L. |
| author_facet | Ali, R.A. Nik Ibrahim, N.N.L. Ghani, W.A.W.A.K. Sani, N.S. Lam, H.L. |
| author_sort | Ali, R.A. |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The DeMI Interface tool represents an innovative graphical user interface tool rooted in the Decision-Making Integration (DeMI) framework, offering decision makers a holistic approach within Process System Engineering (PSE). This state-of-the-art tool seamlessly combines process network synthesis and machine learning, using the Process Graph (P-graph) and the Waikato Environment for Knowledge Analysis (WEKA) software tools. By incorporating the P-graph methodology into the DeMI framework, the tool constructs a versatile superstructure that is designed to transform municipal solid waste (MSW) into valuable products. Leveraging the accelerated branch-and-bound algorithm, the P-graph efficiently generates optimal structures capable of accommodating diverse complexities, thus ensuring adaptability in synthesising process configurations. The true strength of the DeMI tool lies in its integration with WEKA, where it uses the feasible structures derived from the P-graph as a comprehensive database. By scrutinising correlations between variables within the process structure, DeMI provides invaluable insights into crucial aspects such as total waste weight, profit estimation, and the selection of appropriate waste conversion technologies. The M5P algorithm, adept at profit estimation, establishes correlations between MSW weight and profitability, while the J48 algorithm offers recommendations for suitable waste conversion technologies based on profit potential. With its intuitive and flexible interface, DeMI empowers decision makers to make informed decisions, thus enhancing decision-making in waste management and offering a promising model to address challenges in other industrial processes. In summary, DeMI makes a contribution to the advancement of PSE by offering a systematic approach to informed decision-making, underscoring its significance in optimising various industrial processes. |
| first_indexed | 2025-11-15T14:35:29Z |
| format | Article |
| id | upm-117902 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T14:35:29Z |
| publishDate | 2024 |
| publisher | Springer Science and Business Media LLC |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1179022025-06-16T07:52:23Z http://psasir.upm.edu.my/id/eprint/117902/ DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management Ali, R.A. Nik Ibrahim, N.N.L. Ghani, W.A.W.A.K. Sani, N.S. Lam, H.L. The DeMI Interface tool represents an innovative graphical user interface tool rooted in the Decision-Making Integration (DeMI) framework, offering decision makers a holistic approach within Process System Engineering (PSE). This state-of-the-art tool seamlessly combines process network synthesis and machine learning, using the Process Graph (P-graph) and the Waikato Environment for Knowledge Analysis (WEKA) software tools. By incorporating the P-graph methodology into the DeMI framework, the tool constructs a versatile superstructure that is designed to transform municipal solid waste (MSW) into valuable products. Leveraging the accelerated branch-and-bound algorithm, the P-graph efficiently generates optimal structures capable of accommodating diverse complexities, thus ensuring adaptability in synthesising process configurations. The true strength of the DeMI tool lies in its integration with WEKA, where it uses the feasible structures derived from the P-graph as a comprehensive database. By scrutinising correlations between variables within the process structure, DeMI provides invaluable insights into crucial aspects such as total waste weight, profit estimation, and the selection of appropriate waste conversion technologies. The M5P algorithm, adept at profit estimation, establishes correlations between MSW weight and profitability, while the J48 algorithm offers recommendations for suitable waste conversion technologies based on profit potential. With its intuitive and flexible interface, DeMI empowers decision makers to make informed decisions, thus enhancing decision-making in waste management and offering a promising model to address challenges in other industrial processes. In summary, DeMI makes a contribution to the advancement of PSE by offering a systematic approach to informed decision-making, underscoring its significance in optimising various industrial processes. Springer Science and Business Media LLC 2024 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/117902/1/117902.pdf Ali, R.A. and Nik Ibrahim, N.N.L. and Ghani, W.A.W.A.K. and Sani, N.S. and Lam, H.L. (2024) DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management. International Journal of Environmental Science and Technology, 22 (10). art. no. 161958. pp. 9489-9506. ISSN 1735-1472; eISSN: 1735-2630 https://link.springer.com/article/10.1007/s13762-024-06189-0?error=cookies_not_supported&code=e1c4183e-6061-493e-9abe-f5e81d7cb065 10.1007/s13762-024-06189-0 |
| spellingShingle | Ali, R.A. Nik Ibrahim, N.N.L. Ghani, W.A.W.A.K. Sani, N.S. Lam, H.L. DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management |
| title | DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management |
| title_full | DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management |
| title_fullStr | DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management |
| title_full_unstemmed | DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management |
| title_short | DeMI interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management |
| title_sort | demi interface tool for profit estimation and waste conversion technology recommendations in enhancing municipal solid waste management |
| url | http://psasir.upm.edu.my/id/eprint/117902/ http://psasir.upm.edu.my/id/eprint/117902/ http://psasir.upm.edu.my/id/eprint/117902/ http://psasir.upm.edu.my/id/eprint/117902/1/117902.pdf |