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Title of Journal: Water Resour Manage

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Abbravation: Water Resources Management

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Springer Netherlands

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DOI

10.1007/s10035-003-0136-8

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ISSN

1573-1650

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Performance Evaluation of Adaptive Neural Fuzzy In

Authors: Isa Ebtehaj Hossein Bonakdari
Publish Date: 2014/09/05
Volume: 28, Issue: 13, Pages: 4765-4779
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Abstract

The application of models capable of estimating sediment transport in sewers has been a frequent practice in the past years Considering the fact that predicting sediment transport within the sewer is a complex phenomenon the existing equations used for predicting densimetric Froude number do not present similar results Using Adaptive Neural Fuzzy Inference System ANFIS this article studies sediment transport in sewers For this purpose five different dimensionless groups including motion transport sediment transport mode and flow resistance are introduced first and then the effects of various parameters in different groups on the estimation of the densimetric Froude number in the motion group are presented as six different models To present the models two states of grid partitioning and subclustering were used in Fuzzy Inference System FIS generation Moreover the training algorithms applied in this article include back propagation and hybrid The results of the proposed models are compared with the experimental data and the existing equations The results show that ANFIS models have greater accuracy than the existing sediment transport equations

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  2. An Assessment of Conflicting Intentions in the Use of Multipurpose Water Reservoirs
  3. Sustainable, Just, Equal, and Optimal Groundwater Management Strategies to Cope with Climate Change: Insights from Brazil
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  5. Application of Remote Sensing in Water Resource Management: The Case Study of Lake Trasimeno, Italy
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  9. Outdoor Water Use as an Adaptation Problem: Insights from North American Cities
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  12. Integrating Research for Water Management: Synergy or Dystopia?
  13. Modelling the Potential Impacts of Climate Change on Snowpack in the North Saskatchewan River Watershed, Alberta
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  16. Incorporating the Irrigation Demand Simultaneity in the Optimal Operation of Pressurized Networks with Several Water Supply Points
  17. Decision Making and Social Learning: the Case of Watershed Committee of the State of Rio Grande do Sul, Brazil
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  20. Public Participation in European Water Management: from Theory to Practice
  21. Financial Analysis of the Spanish Water Sector
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  24. Impact of Intensive Irrigation Activities on River Discharge Under Agricultural Scenarios in the Semi-Arid Aksu River Basin, Northwest China
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