Staff View: State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application

State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application

Leachates from landfills are highly polluted with a considerable content of organic and inorganic pollutants which pose severe deterioration to environment including soil, groundwater, surface water and air. Several mitigative measures have been applied for effective management of leachate such as b...

Full description

Saved in:

Bibliographic Details
Main Authors:	Zamrisham, Nur Ain Fitriah, Abdul Wahab, Abdul Malek, Zainal, Afifi, Karadag, Dogan, Bhutada, Dinesh, Suhartini, Sri, Musa, Mohamed Ali, Idrus, Syazwani
Format:	Article
Published:	Multidisciplinary Digital Publishing Institute 2023
Online Access:	http://psasir.upm.edu.my/id/eprint/109075/ https://www.mdpi.com/2073-4441/15/7/1303
Tags:	Add Tag No Tags, Be the first to tag this record!

id	my.upm.eprints.109075
record_format	eprints
spelling	my.upm.eprints.1090752024-09-02T06:47:51Z http://psasir.upm.edu.my/id/eprint/109075/ State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application Zamrisham, Nur Ain Fitriah Abdul Wahab, Abdul Malek Zainal, Afifi Karadag, Dogan Bhutada, Dinesh Suhartini, Sri Musa, Mohamed Ali Idrus, Syazwani Leachates from landfills are highly polluted with a considerable content of organic and inorganic pollutants which pose severe deterioration to environment including soil, groundwater, surface water and air. Several mitigative measures have been applied for effective management of leachate such as biological treatment, engineering device control leachate migration, physical/chemical treatment, and membrane technology. Among the alternatives, anaerobic digestion (AD) is promising, with effective removal of pollutants and high potential for renewable energy production and nutrient recovery. Landfill leachate (LFL) is an excellent source as a substrate in an AD system, with its high content of organic matters. The advantages and disadvantages of AD of LFL were extensively discussed in this review in terms of its potential as a co-substrate, pre-treatment application, and the types and design parameters of the digester. The review critically evaluated the previous studies on leachate treatment using an AD system as well as potential factors which can enhance the treatment efficiency, including the application of an integrated system, additive substances as well as potential inhibition factors. Pre-treatment methods have the potential to meet desired effluent quality of LFL before discharging into receiving bodies. The review also highlighted the application of kinetic modelling and machine learning practices, along with the potential of energy generation in AD of LFL. Additionally, the review explored the various strategies, and recent advances in the anaerobic treatment of LFL, which suggested that there is a requirement to further improve the system, configuration and functioning as a precursor in selecting suitable integrated LFL-treatment technology. Multidisciplinary Digital Publishing Institute 2023-03-15 Article PeerReviewed Zamrisham, Nur Ain Fitriah and Abdul Wahab, Abdul Malek and Zainal, Afifi and Karadag, Dogan and Bhutada, Dinesh and Suhartini, Sri and Musa, Mohamed Ali and Idrus, Syazwani (2023) State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application. Water, 15 (7). art. no. 1303. pp. 1-35. ISSN 2073-4441 https://www.mdpi.com/2073-4441/15/7/1303 10.3390/w15071303
institution	Universiti Putra Malaysia
building	UPM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Putra Malaysia
content_source	UPM Institutional Repository
url_provider	http://psasir.upm.edu.my/
description	Leachates from landfills are highly polluted with a considerable content of organic and inorganic pollutants which pose severe deterioration to environment including soil, groundwater, surface water and air. Several mitigative measures have been applied for effective management of leachate such as biological treatment, engineering device control leachate migration, physical/chemical treatment, and membrane technology. Among the alternatives, anaerobic digestion (AD) is promising, with effective removal of pollutants and high potential for renewable energy production and nutrient recovery. Landfill leachate (LFL) is an excellent source as a substrate in an AD system, with its high content of organic matters. The advantages and disadvantages of AD of LFL were extensively discussed in this review in terms of its potential as a co-substrate, pre-treatment application, and the types and design parameters of the digester. The review critically evaluated the previous studies on leachate treatment using an AD system as well as potential factors which can enhance the treatment efficiency, including the application of an integrated system, additive substances as well as potential inhibition factors. Pre-treatment methods have the potential to meet desired effluent quality of LFL before discharging into receiving bodies. The review also highlighted the application of kinetic modelling and machine learning practices, along with the potential of energy generation in AD of LFL. Additionally, the review explored the various strategies, and recent advances in the anaerobic treatment of LFL, which suggested that there is a requirement to further improve the system, configuration and functioning as a precursor in selecting suitable integrated LFL-treatment technology.
format	Article
author	Zamrisham, Nur Ain Fitriah Abdul Wahab, Abdul Malek Zainal, Afifi Karadag, Dogan Bhutada, Dinesh Suhartini, Sri Musa, Mohamed Ali Idrus, Syazwani
spellingShingle	Zamrisham, Nur Ain Fitriah Abdul Wahab, Abdul Malek Zainal, Afifi Karadag, Dogan Bhutada, Dinesh Suhartini, Sri Musa, Mohamed Ali Idrus, Syazwani State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application
author_facet	Zamrisham, Nur Ain Fitriah Abdul Wahab, Abdul Malek Zainal, Afifi Karadag, Dogan Bhutada, Dinesh Suhartini, Sri Musa, Mohamed Ali Idrus, Syazwani
author_sort	Zamrisham, Nur Ain Fitriah
title	State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application
title_short	State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application
title_full	State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application
title_fullStr	State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application
title_full_unstemmed	State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application
title_sort	state of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application
publisher	Multidisciplinary Digital Publishing Institute
publishDate	2023
url	http://psasir.upm.edu.my/id/eprint/109075/ https://www.mdpi.com/2073-4441/15/7/1303
_version_	1811686032378167296
score	13.211869

State of the art in anaerobic treatment of landfill leachate: a review on integrated system, additive substances, and machine learning application

Similar Items