Genetic Programming based Modeling Method for Prediction of Phosphate in Water Hyacinth based Wetland System
S. Vanitha1, C. Sivapragasam2, K. Rohini3, A. Malathy4
1Dr. S. Vanitha, Department of Civil Engineering, Kalasalingam Academy of Research and Education, Krishnankoil (Tamil Nadu), India.
2Dr. C. Sivapragasam, Center of Water Technology, Department of Civil Engineering, Kalasalingam Academy of Research and Education, Krishnankoil (Tamil Nadu), India.
3K. Rohini, Department of Civil Engineering, Kalasalingam Academy of Research and Education, Krishnankoil (Tamil Nadu), India.
4A. Malathy, Department of Civil Engineering, Kalasalingam Academy of Research and Education, Krishnankoil (Tamil Nadu), India.
Manuscript received on 01 December 2019 | Revised Manuscript received on 13 December 2019 | Manuscript Published on 30 December 2019 | PP: 12-15 | Volume-9 Issue-2S2 December 2019 | Retrieval Number: B10041292S219/2019©BEIESP | DOI: 10.35940/ijitee.B1004.1292S219
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open-access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Phosphate Removal is very essential while discharging into natural water bodies. In this study, water hyacinth based wetland system is created at lab scale level, the inlet phosphate, outlet phosphate is studied daily till maximum removal is obtained. Weather parameters namely Apparent temperature (Ta) and wastewater temperature (Tw) are collected. Genetic Programming (GP) based mathematical model is developed and influence of weather parameter and wastewater temperature is studied. It is seen Genetic programming based mathematical model can predict the behaviour of wetland system accurately and the influence of weather is not evident in small level wetland system because of less in variation of Ta and Tw. Also it is recommended to conduct the experiments with variation of Ta and Tw to understand the major input parameter affecting the wetland system.
Keywords: Phosphate Removal, Genetic Programming, Weather Parameters, Mathematical Modeling.
Scope of the Article: Water Supply and Drainage