Applying of Marine Predators Algorithm Linked with Reservoir Simulation Model considering Sedimentation for Reservoir Operation
This paper proposes the Marine Predators algorithm (MPA) linked with the reservoir simulation model and considering sedimentation, in order to improve reservoir rule curves. The release criteria of the hedging rule (HR) and standard operating policy (SOP) were investigated in this study. The results...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Advances in Civil Engineering |
| Online Access: | http://dx.doi.org/10.1155/2022/1631914 |
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| _version_ | 1832554622569414656 |
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| author | Ratsuda Ngamsert Anongrit Kangrang |
| author_facet | Ratsuda Ngamsert Anongrit Kangrang |
| author_sort | Ratsuda Ngamsert |
| collection | DOAJ |
| description | This paper proposes the Marine Predators algorithm (MPA) linked with the reservoir simulation model and considering sedimentation, in order to improve reservoir rule curves. The release criteria of the hedging rule (HR) and standard operating policy (SOP) were investigated in this study. The results showed that the patterns of the new optimal rule curves from the MPA technique considering sedimentation and using HR were practically useful in this study, as were the patterns of the new optimal rule curves using SOP and those of the existing rule curves. Furthermore, the new optimal rule curves using HR criteria were able to alleviate both water scarcity and excess water situations better than both existing rule curves and optimal rule curves using SOP in terms of minimal average water shortage. The new curves reduced minimal average water shortage by 53% and excess release water deficit by 19%, whereas the frequency of water shortage term was increased by 3%. The results of rule curves efficiency from MPA were higher than GA and FPA techniques in terms of providing solutions. There was a significant difference in the efficiency of water problem alleviation between considering and not considering sedimentation. It can be concluded that the MPA linked with reservoir simulation using HR criteria and considering sedimentation can be used to find optimal rule curve solutions effectively. |
| format | Article |
| id | doaj-art-2b27fffc6847407f956dbebcde30bbb2 |
| institution | Kabale University |
| issn | 1687-8094 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Civil Engineering |
| spelling | doaj-art-2b27fffc6847407f956dbebcde30bbb22025-02-03T05:51:01ZengWileyAdvances in Civil Engineering1687-80942022-01-01202210.1155/2022/1631914Applying of Marine Predators Algorithm Linked with Reservoir Simulation Model considering Sedimentation for Reservoir OperationRatsuda Ngamsert0Anongrit Kangrang1Faculty of EngineeringFaculty of EngineeringThis paper proposes the Marine Predators algorithm (MPA) linked with the reservoir simulation model and considering sedimentation, in order to improve reservoir rule curves. The release criteria of the hedging rule (HR) and standard operating policy (SOP) were investigated in this study. The results showed that the patterns of the new optimal rule curves from the MPA technique considering sedimentation and using HR were practically useful in this study, as were the patterns of the new optimal rule curves using SOP and those of the existing rule curves. Furthermore, the new optimal rule curves using HR criteria were able to alleviate both water scarcity and excess water situations better than both existing rule curves and optimal rule curves using SOP in terms of minimal average water shortage. The new curves reduced minimal average water shortage by 53% and excess release water deficit by 19%, whereas the frequency of water shortage term was increased by 3%. The results of rule curves efficiency from MPA were higher than GA and FPA techniques in terms of providing solutions. There was a significant difference in the efficiency of water problem alleviation between considering and not considering sedimentation. It can be concluded that the MPA linked with reservoir simulation using HR criteria and considering sedimentation can be used to find optimal rule curve solutions effectively.http://dx.doi.org/10.1155/2022/1631914 |
| spellingShingle | Ratsuda Ngamsert Anongrit Kangrang Applying of Marine Predators Algorithm Linked with Reservoir Simulation Model considering Sedimentation for Reservoir Operation Advances in Civil Engineering |
| title | Applying of Marine Predators Algorithm Linked with Reservoir Simulation Model considering Sedimentation for Reservoir Operation |
| title_full | Applying of Marine Predators Algorithm Linked with Reservoir Simulation Model considering Sedimentation for Reservoir Operation |
| title_fullStr | Applying of Marine Predators Algorithm Linked with Reservoir Simulation Model considering Sedimentation for Reservoir Operation |
| title_full_unstemmed | Applying of Marine Predators Algorithm Linked with Reservoir Simulation Model considering Sedimentation for Reservoir Operation |
| title_short | Applying of Marine Predators Algorithm Linked with Reservoir Simulation Model considering Sedimentation for Reservoir Operation |
| title_sort | applying of marine predators algorithm linked with reservoir simulation model considering sedimentation for reservoir operation |
| url | http://dx.doi.org/10.1155/2022/1631914 |
| work_keys_str_mv | AT ratsudangamsert applyingofmarinepredatorsalgorithmlinkedwithreservoirsimulationmodelconsideringsedimentationforreservoiroperation AT anongritkangrang applyingofmarinepredatorsalgorithmlinkedwithreservoirsimulationmodelconsideringsedimentationforreservoiroperation |