Predicting biochemical oxygen demand in wastewater treatment plant using advance extreme learning machine optimized by Bat algorithm

Predicting biochemical oxygen demand in wastewater treatment plant using advance extreme learning machine optimized by Bat algorithm

Wastewater quality modelling plays a vital role in planning and management of wastewater treatment plants (WWTP). This paper develops a new hybrid machine learning model based on extreme learning machine (ELM) optimized by Bat algorithm (ELM-Bat) for modelling five day effluent biochemical oxygen de...

Full description

Bibliographic Details
Main Authors: Hayat Mekaoussi, Salim Heddam, Nouri Bouslimanni, Sungwon Kim, Mohammad Zounemat-Kermani
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Heliyon
Subjects:
Modelling
WWTP
BOD5
ELM
Bat algorithm
RVFL
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023085596

Internet

http://www.sciencedirect.com/science/article/pii/S2405844023085596

Similar Items