A Fuzzy Inference System for the Conjunctive Use of Surface and Subsurface Water
This study develops the water resources management model for conjunctive use of surface and subsurface water using a fuzzy inference system (FIS). The study applies the FIS to allocate the demands of surface and subsurface water. Subsequently, water allocations in the surface water system are simula...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2013-01-01
|
| Series: | Advances in Fuzzy Systems |
| Online Access: | http://dx.doi.org/10.1155/2013/128393 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832562837144207360 |
|---|---|
| author | Liang-Cheng Chang Hone-Jay Chu Yi-Wen Chen |
| author_facet | Liang-Cheng Chang Hone-Jay Chu Yi-Wen Chen |
| author_sort | Liang-Cheng Chang |
| collection | DOAJ |
| description | This study develops the water resources management model for conjunctive use of surface and subsurface water using a fuzzy inference system (FIS). The study applies the FIS to allocate the demands of surface and subsurface water. Subsequently, water allocations in the surface water system are simulated by using linear programming techniques, and the responses of subsurface water system with respect to pumping are forecasted by using artificial neural networks. The operating rule for the water systems is that the more abundant water system supplies more water. By using the fuzzy rule, the FIS conjunctive use model easily incorporates expert knowledge and operational polices into water resources management. The result indicates that the FIS model is more effective and efficient when compared with the decoupled conjunctive use and simulation-optimization models. Furthermore, the FIS model is an alternative way to obtain the conjunctive use policies between surface and subsurface water. |
| format | Article |
| id | doaj-art-b8cbdbd688ea4657b521f33cc9ed9073 |
| institution | Kabale University |
| issn | 1687-7101 1687-711X |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Fuzzy Systems |
| spelling | doaj-art-b8cbdbd688ea4657b521f33cc9ed90732025-02-03T01:21:40ZengWileyAdvances in Fuzzy Systems1687-71011687-711X2013-01-01201310.1155/2013/128393128393A Fuzzy Inference System for the Conjunctive Use of Surface and Subsurface WaterLiang-Cheng Chang0Hone-Jay Chu1Yi-Wen Chen2Department of Civil Engineering, National Chiao Tung University, 1001 Ta Hsueh Road, Hsinchu 30050, TaiwanDepartment of Geomatics, National Cheng Kung University, No. 1 University Road, Tainan 701, TaiwanDepartment of Civil Engineering, National Chiao Tung University, 1001 Ta Hsueh Road, Hsinchu 30050, TaiwanThis study develops the water resources management model for conjunctive use of surface and subsurface water using a fuzzy inference system (FIS). The study applies the FIS to allocate the demands of surface and subsurface water. Subsequently, water allocations in the surface water system are simulated by using linear programming techniques, and the responses of subsurface water system with respect to pumping are forecasted by using artificial neural networks. The operating rule for the water systems is that the more abundant water system supplies more water. By using the fuzzy rule, the FIS conjunctive use model easily incorporates expert knowledge and operational polices into water resources management. The result indicates that the FIS model is more effective and efficient when compared with the decoupled conjunctive use and simulation-optimization models. Furthermore, the FIS model is an alternative way to obtain the conjunctive use policies between surface and subsurface water.http://dx.doi.org/10.1155/2013/128393 |
| spellingShingle | Liang-Cheng Chang Hone-Jay Chu Yi-Wen Chen A Fuzzy Inference System for the Conjunctive Use of Surface and Subsurface Water Advances in Fuzzy Systems |
| title | A Fuzzy Inference System for the Conjunctive Use of Surface and Subsurface Water |
| title_full | A Fuzzy Inference System for the Conjunctive Use of Surface and Subsurface Water |
| title_fullStr | A Fuzzy Inference System for the Conjunctive Use of Surface and Subsurface Water |
| title_full_unstemmed | A Fuzzy Inference System for the Conjunctive Use of Surface and Subsurface Water |
| title_short | A Fuzzy Inference System for the Conjunctive Use of Surface and Subsurface Water |
| title_sort | fuzzy inference system for the conjunctive use of surface and subsurface water |
| url | http://dx.doi.org/10.1155/2013/128393 |
| work_keys_str_mv | AT liangchengchang afuzzyinferencesystemfortheconjunctiveuseofsurfaceandsubsurfacewater AT honejaychu afuzzyinferencesystemfortheconjunctiveuseofsurfaceandsubsurfacewater AT yiwenchen afuzzyinferencesystemfortheconjunctiveuseofsurfaceandsubsurfacewater AT liangchengchang fuzzyinferencesystemfortheconjunctiveuseofsurfaceandsubsurfacewater AT honejaychu fuzzyinferencesystemfortheconjunctiveuseofsurfaceandsubsurfacewater AT yiwenchen fuzzyinferencesystemfortheconjunctiveuseofsurfaceandsubsurfacewater |