APPLICATION OF SELECTED METHODS OF BLACK BOX FOR MODELLING THE SETTLEABILITY PROCESS IN WASTEWATER TREATMENT PLANT

被引：10

作者：

Szelag, Bartosz ^{[1
]}

Gawdzik, Alicja ^{[2
]}

Gawdzik, Andrzej ^{[2
]}

机构：

[1] Kielce Univ Technol, Fac Environm Geomat & Energy Engn, Al Tysiaclecia Panstwa Polskiego 7, PL-25314 Kielce, Poland

[2] Univ Opole, Dept Proc Engn, Ul R Dmowskiego 7-9, PL-45365 Opole, Poland

来源：

ECOLOGICAL CHEMISTRY AND ENGINEERING S-CHEMIA I INZYNIERIA EKOLOGICZNA S | 2017年 / 24卷 / 01期

关键词：

multivariate adaptive regression splines; random forests; modified random forests; sludge settleability; SOLIDS; SLUDGE;

D O I：

10.1515/eces-2017-0009

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

The paper described how the results of measurements of inflow wastewater temperature in the chamber, a degree of external and internal recirculation in the biological-mechanical wastewater treatment plant (WWTP) in Cedzyna near Kielce, Poland, were used to make predictions of settleability of activated sludge. Three methods, namely: multivariate adaptive regression splines (MARS), random forests (RF) and modified random forests (RF + SOM) were employed to compute activated sludge settleability. The results of analysis indicate that modified random forests demonstrate the best predictive abilities.

引用

页码：119 / 127

页数：9

共 50 条

[31] Full-scale modelling of a food industry wastewater treatment plant in view of process upgrade
Vandekerckhove, Andy
Moerman, Wim
Van Hulle, Stijn W.H.
Chemical Engineering Journal, 1600, 135 (03): : 185 - 194
[32] Modelling of PV Power Station Exploitation Process, Supporting Wastewater Treatment Plant Energetic System
Slawomir, Kurpaska
Jaroslaw, Knaga
Robert, Bernacik
Krzysztof, Necka
RENEWABLE ENERGY SOURCES: ENGINEERING, TECHNOLOGY, INNOVATION, 2018, : 529 - 539
[33] Modelling and performance analysis of an urban wastewater treatment plant
Luca, Laurentiu
Barbu, Marian
Caraman, Sergiu
2014 18TH INTERNATIONAL CONFERENCE SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2014, : 285 - 290
[34] Intensification of the Biomethanisation Process in Wastewater Treatment Plant
Drzewicki, A.
Bulkowska, K.
Tomczykowska, M.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH, 2015, 9 (03) : 805 - 812
[35] Application of the Mathematical Simulation Methods for the Assessment of the Wastewater Treatment Plant Operation Work Reliability
Mlynski, Dariusz
Bugajski, Piotr
Mlynska, Anna
WATER, 2019, 11 (05)
[36] Application of an integrated dissolved ozone flotation process in centralised fracturing wastewater treatment plant
Yao, Zhuodi
Jin, Xin
Liang, Jingwen
Wang, Rui
Jin, Pengkang
Li, Guangping
Yao, Liushuan
Wang, Zhe
WATER REUSE, 2021, 11 (02) : 236 - 247
[37] Ultraviolet disinfection application to a wastewater treatment plant
Tapas K. Das
Clean Products and Processes, 2001, 3 (2): : 69 - 80
[38] Modelling wastewater quality from Wuye wastewater treatment plant, Abuja, Nigeria
Aberuagba, F.
Abdulrahman, M.
Modelling, Measurement and Control C, 2004, 65 (5-6): : 29 - 38
[39] Modelling of adsorption process in industrial wastewater treatment - A review
Chatterjee, Rajat
Majumder, Chanchal
JOURNAL OF THE INDIAN CHEMICAL SOCIETY, 2019, 96 (04) : 499 - 506
[40] Modelling and optimization of an activated sludge wastewater treatment process
Nascu, Ioana
Nascu, Ioan
26TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING (ESCAPE), PT A, 2016, 38A : 1159 - 1164

← 1 2 3 4 5 →