Literature DB >> 28299503

Modeling of constructed wetland performance in BOD5 removal for domestic wastewater under changes in relative humidity using genetic programming.

Vanitha Sankararajan1, Nampoothiri Neelakandhan2, Sivapragasam Chandrasekaran2.   

Abstract

Despite the extensive use of constructed wetland (CW) as an effective method for domestic wastewater treatment, there is lack of clarity in arriving at well-defined design guidelines. This is particularly due to the fact that the design of CW is dependent on many inter-connected parameters which interact in a complex manner. Consequently, different researchers in the past have tried to address different aspects of this complexity. In this study, an attempt is made to model the influence of relative humidity (RH) in the effectiveness of BOD5 removal. Since it is an accepted fact that plants respond to change in humidity, it is necessary to take this parameter into consideration particularly when the CW is to be designed involving changes in relative humidity over a shorter time horizon (say a couple of months). This study reveals that BOD5out depends on the ratio of BOD5in and relative humidity. An attempt is also made to model the outlet BOD5 using genetic programming with inlet BOD5 and relative humidity as input parameters.

Keywords:  Apparent temperature; BOD5 removal; Constructed wetland; Genetic programming; Relative humidity

Mesh:

Substances:

Year:  2017        PMID: 28299503     DOI: 10.1007/s10661-017-5857-y

Source DB:  PubMed          Journal:  Environ Monit Assess        ISSN: 0167-6369            Impact factor:   2.513


  10 in total

1.  Artificial wetlands and water quality improvement.

Authors:  R B Shutes
Journal:  Environ Int       Date:  2001-05       Impact factor: 9.621

Review 2.  Effects of plants and microorganisms in constructed wetlands for wastewater treatment.

Authors:  U Stottmeister; A Wiessner; P Kuschk; U Kappelmeyer; M Kästner; O Bederski; R A Müller; H Moormann
Journal:  Biotechnol Adv       Date:  2003-12       Impact factor: 14.227

3.  Polishing domestic wastewater on a subsurface flow constructed wetland: organic matter removal and microbial monitoring.

Authors:  I Aguiar-Pinto Mina; M Costa; A Matos; C Sousa Coutinho Calheiros; P M L Castro
Journal:  Int J Phytoremediation       Date:  2011 Nov-Dec       Impact factor: 3.212

4.  Constructed wetland systems vegetated with different plants applied to the treatment of tannery wastewater.

Authors:  Cristina S C Calheiros; António O S S Rangel; Paula M L Castro
Journal:  Water Res       Date:  2007-02-23       Impact factor: 11.236

5.  Assessing the potentials of Lemna minor in the treatment of domestic wastewater at pilot scale.

Authors:  Anima Priya; Kirti Avishek; Gopal Pathak
Journal:  Environ Monit Assess       Date:  2011-08-09       Impact factor: 2.513

Review 6.  A review on the sustainability of constructed wetlands for wastewater treatment: Design and operation.

Authors:  Haiming Wu; Jian Zhang; Huu Hao Ngo; Wenshan Guo; Zhen Hu; Shuang Liang; Jinlin Fan; Hai Liu
Journal:  Bioresour Technol       Date:  2014-10-25       Impact factor: 9.642

7.  Alum sludge-based constructed wetland system for enhanced removal of P and OM from wastewater: concept, design and performance analysis.

Authors:  A O Babatunde; Y Q Zhao; X H Zhao
Journal:  Bioresour Technol       Date:  2010-04-02       Impact factor: 9.642

8.  Prediction of algal blooms using genetic programming.

Authors:  C Sivapragasam; Nitin Muttil; S Muthukumar; V M Arun
Journal:  Mar Pollut Bull       Date:  2010-06-26       Impact factor: 5.553

9.  Landfill leachate treatment using sub-surface flow constructed wetland by Cyperus haspan.

Authors:  Christopher O Akinbile; Mohd Suffian Yusoff; A Z Ahmad Zuki
Journal:  Waste Manag       Date:  2012-03-26       Impact factor: 7.145

10.  Constructed wetland as an ecotechnological tool for pollution treatment for conservation of Ganga river.

Authors:  U N Rai; R D Tripathi; N K Singh; A K Upadhyay; S Dwivedi; M K Shukla; S Mallick; S N Singh; C S Nautiyal
Journal:  Bioresour Technol       Date:  2013-09-11       Impact factor: 9.642

  10 in total
  2 in total

1.  Development of GP and GEP models to estimate an environmental issue induced by blasting operation.

Authors:  Roohollah Shirani Faradonbeh; Mahdi Hasanipanah; Hassan Bakhshandeh Amnieh; Danial Jahed Armaghani; Masoud Monjezi
Journal:  Environ Monit Assess       Date:  2018-05-21       Impact factor: 2.513

2.  Genetic programming-based mathematical modeling of influence of weather parameters in BOD5 removal by Lemna minor.

Authors:  Sivapragasam Chandrasekaran; Vanitha Sankararajan; Nampoothiri Neelakandhan; Mahalakshmi Ram Kumar
Journal:  Environ Monit Assess       Date:  2017-11-04       Impact factor: 2.513

  2 in total

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