PMID- 35730353
OWN - NLM
STAT- MEDLINE
DCOM- 20220727
LR  - 20221207
IS  - 1532-4117 (Electronic)
IS  - 1093-4529 (Linking)
VI  - 57
IP  - 7
DP  - 2022
TI  - Artificial neural network (ANN) and response surface methodology (RSM) 
      algorithm-based improvement, kinetics and isotherm studies of electrocoagulation 
      of oily wastewater.
PG  - 584-592
LID - 10.1080/10934529.2022.2090192 [doi]
AB  - The work reported here focuses on the oil and grease removal from wastewater by 
      the electrocoagulation process and using modeling and optimization for obtaining 
      the results considering four major operating parameters, viz. current density, 
      pH, electrode distance and reaction time. 31 experiments were designed by design 
      of experiments (DOE) of response surface methodology (RSM) and the analysis of 
      variance (ANOVA) studies confirmed the agreement of the experimental results. 
      Artificial neural network (ANN) was also utilized to determine predicted response 
      using neural networks for 4-10-1 arrangement. Both the responses predicted by RSM 
      and ANN were in alignment with the experimental results. Maximum removal of 78% 
      was attained under the working parameters of 80 A m(-)(2), 3.6 pH, electrode 
      distance of 0.005 m and reaction time of 20 min.
FAU - Changmai, Murchana
AU  - Changmai M
AD  - Department of Chemical Engineering, Birla Institute of Technology and Science 
      Pilani, Dubai, United Arab Emirates.
FAU - Singh, Monika
AU  - Singh M
AD  - Department of Forestry and Wood Technology, Linnaeus University, Vaxjo, Sweden.
LA  - eng
PT  - Journal Article
DEP - 20220622
PL  - England
TA  - J Environ Sci Health A Tox Hazard Subst Environ Eng
JT  - Journal of environmental science and health. Part A, Toxic/hazardous substances & 
      environmental engineering
JID - 9812551
RN  - 0 (Oils)
RN  - 0 (Waste Water)
SB  - IM
MH  - Algorithms
MH  - Electrocoagulation
MH  - Kinetics
MH  - *Neural Networks, Computer
MH  - Oils
MH  - *Wastewater
OTO - NOTNLM
OT  - Electrocoagulation
OT  - artificial neural network
OT  - kinetics
OT  - oil and grease
OT  - optimization
OT  - response surface methodology
OT  - wastewater
EDAT- 2022/06/23 06:00
MHDA- 2022/07/28 06:00
CRDT- 2022/06/22 04:23
PHST- 2022/06/23 06:00 [pubmed]
PHST- 2022/07/28 06:00 [medline]
PHST- 2022/06/22 04:23 [entrez]
AID - 10.1080/10934529.2022.2090192 [doi]
PST - ppublish
SO  - J Environ Sci Health A Tox Hazard Subst Environ Eng. 2022;57(7):584-592. doi: 
      10.1080/10934529.2022.2090192. Epub 2022 Jun 22.