Hydro-economic optimization under inflow uncertainty using the SDP_GAMS generalized optimization tool
The use of methodologies that explicitly take into account inflow uncertainties in the optimization of the management of water resource systems is hindered by the lack of a generalized software. A general-purpose package named SDP_GAMS has been developed, facilitating the resolution of the stochasti...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2014-09-01
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| Series: | Proceedings of the International Association of Hydrological Sciences |
| Online Access: | https://www.proc-iahs.net/364/410/2014/piahs-364-410-2014.pdf |
| _version_ | 1811302646167896064 |
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| author | H. Macian-Sorribes M. Pulido-Velazquez |
| author_facet | H. Macian-Sorribes M. Pulido-Velazquez |
| author_sort | H. Macian-Sorribes |
| collection | DOAJ |
| description | The use of methodologies that explicitly take into account inflow uncertainties in the optimization of the management of water resource systems is hindered by the lack of a generalized software. A general-purpose package named SDP_GAMS has been developed, facilitating the resolution of the stochastic dynamic programming problem. It obtains optimal policies, associated optimal benefits and optimal decisions in response to specific inflow time series and demands. The tool has been tested in the Mijares River basin (Spain), with two reservoirs and four major demands. Inflow variability has been described by the use of a 1-lag Markov chain, and a 91-class two-reservoir discrete mesh was used in calculations. Polynomial economic demand curves were used. The results showed that the use of the SDP hydro-economic modelling procedure obtains optimal policies taking into account inflow uncertainty, which can lead to an improvement in the efficiency of water resources systems. |
| first_indexed | 2024-04-13T07:32:56Z |
| format | Article |
| id | doaj.art-caf485bccace420fb6c4e70c3a6ca575 |
| institution | Directory Open Access Journal |
| issn | 2199-8981 2199-899X |
| language | English |
| last_indexed | 2024-04-13T07:32:56Z |
| publishDate | 2014-09-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | Proceedings of the International Association of Hydrological Sciences |
| spelling | doaj.art-caf485bccace420fb6c4e70c3a6ca5752022-12-22T02:56:19ZengCopernicus PublicationsProceedings of the International Association of Hydrological Sciences2199-89812199-899X2014-09-0136441041510.5194/piahs-364-410-2014Hydro-economic optimization under inflow uncertainty using the SDP_GAMS generalized optimization toolH. Macian-Sorribes0M. Pulido-Velazquez1Research Institute of Water and Environmental Engineering (IIAMA), Universitat Politècnica de València, Camí de Vera, 46022 Valencia, SpainResearch Institute of Water and Environmental Engineering (IIAMA), Universitat Politècnica de València, Camí de Vera, 46022 Valencia, SpainThe use of methodologies that explicitly take into account inflow uncertainties in the optimization of the management of water resource systems is hindered by the lack of a generalized software. A general-purpose package named SDP_GAMS has been developed, facilitating the resolution of the stochastic dynamic programming problem. It obtains optimal policies, associated optimal benefits and optimal decisions in response to specific inflow time series and demands. The tool has been tested in the Mijares River basin (Spain), with two reservoirs and four major demands. Inflow variability has been described by the use of a 1-lag Markov chain, and a 91-class two-reservoir discrete mesh was used in calculations. Polynomial economic demand curves were used. The results showed that the use of the SDP hydro-economic modelling procedure obtains optimal policies taking into account inflow uncertainty, which can lead to an improvement in the efficiency of water resources systems.https://www.proc-iahs.net/364/410/2014/piahs-364-410-2014.pdf |
| spellingShingle | H. Macian-Sorribes M. Pulido-Velazquez Hydro-economic optimization under inflow uncertainty using the SDP_GAMS generalized optimization tool Proceedings of the International Association of Hydrological Sciences |
| title | Hydro-economic optimization under inflow uncertainty using the SDP_GAMS generalized optimization tool |
| title_full | Hydro-economic optimization under inflow uncertainty using the SDP_GAMS generalized optimization tool |
| title_fullStr | Hydro-economic optimization under inflow uncertainty using the SDP_GAMS generalized optimization tool |
| title_full_unstemmed | Hydro-economic optimization under inflow uncertainty using the SDP_GAMS generalized optimization tool |
| title_short | Hydro-economic optimization under inflow uncertainty using the SDP_GAMS generalized optimization tool |
| title_sort | hydro economic optimization under inflow uncertainty using the sdp gams generalized optimization tool |
| url | https://www.proc-iahs.net/364/410/2014/piahs-364-410-2014.pdf |
| work_keys_str_mv | AT hmaciansorribes hydroeconomicoptimizationunderinflowuncertaintyusingthesdpgamsgeneralizedoptimizationtool AT mpulidovelazquez hydroeconomicoptimizationunderinflowuncertaintyusingthesdpgamsgeneralizedoptimizationtool |