Operational optimization of wastewater treatment plants: a CMDP based decomposition approach

被引：1

作者：

Zadorojniy, Alexander ^{[1
]}

Shwartz, Adam ^{[2
]}

Wasserkrug, Segev ^{[1
]}

Zeltyn, Sergey ^{[1
]}

机构：

[1] IBM Res Haifa, Haifa, Israel

[2] Jacobs Technion Cornell Inst, New York, NY USA

来源：

ANNALS OF OPERATIONS RESEARCH | 2022年 / 317卷 / 01期

关键词：

MDP; Constraints; WWTP;

D O I：

10.1007/s10479-016-2146-z

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

This work considers an operational management optimization of wastewater treatment plants. We present a new, CMDP-based optimization model for this problem, as well as a decomposition algorithm for solving it. From a theoretical perspective, we show that the algorithm's solution is near-optimal and provides an upper bound for its result. For practical considerations, we applied our approach to the plant of a medium-sized European city. We achieved a significant reduction in costs as well as an improvement in compliance with local regulations.

引用

页码：313 / 330

页数：18

共 50 条

[31] Development of an operational performance indicator system for activated sludge wastewater treatment plants
Gordon, Glenn T.
McCann, Brian P.
WATER PRACTICE AND TECHNOLOGY, 2015, 10 (04): : 860 - 871
[32] Subsystem decomposition and distributed moving horizon estimation of wastewater treatment plants
Yin, Xunyuan
Decardi-Nelson, Benjamin
Liu, Jinfeng
CHEMICAL ENGINEERING RESEARCH & DESIGN, 2018, 134 : 405 - 419
[33] A Combined Investment and Operational Optimization Approach for Power-to-Methanol Plants
Akram, Nouman
Kienberger, Thomas
Energies, 2024, 17 (23)
[34] Sustainable wastewater treatment plants design through multiobjective optimization
Padron-Paez, Juan I.
De-Leon Almaraz, Sofia
Roman-Martinez, Alicia
COMPUTERS & CHEMICAL ENGINEERING, 2020, 140
[35] The Dechromatation Step in Wastewater Treatment Plants: Fundamental Role and Optimization
Trunfio, Giuseppe
Crini, Gregorio
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2010, 49 (23) : 12217 - 12223
[36] New Optimization Framework for Improvement Sustainability of Wastewater Treatment Plants
Li, Hang
Pang, Fei
Xu, Di
Dong, Lichun
PROCESSES, 2023, 11 (11)
[37] OPERATION OPTIMIZATION FOR MUNICIPAL WASTEWATER TREATMENT PLANTS OF HIGH CAPACITY
Dracea, Dragos
Petruta, Ana-Maria
Tronac, Augustina
Mustata, Sebastian
GEOCONFERENCE ON ECOLOGY, ECONOMICS, EDUCATION AND LEGISLATION, VOL II, 2014, : 461 - 470
[38] Evaluation of Operational Safety Risk in Wastewater Treatment Plants Based on WSR and Matter-Element Extension Theory
Liu, Xin
Wang, Zicheng
Pan, Dianqi
Zhang, Yichen
Zhang, Jiquan
Chen, Yanan
WATER, 2024, 16 (20)
[39] 100% renewable wastewater treatment plants: Techno-economic assessment using a modelling and optimization approach
Campana, Pietro Elia
Mainardis, Matia
Moretti, Alessandro
Cottes, Mattia
ENERGY CONVERSION AND MANAGEMENT, 2021, 239
[40] Regulating industrial wastewater discharged to public wastewater treatment plants - A conceptual approach
Gruttner, H
WATER SCIENCE AND TECHNOLOGY, 1997, 36 (2-3) : 25 - 33

← 1 2 3 4 5 →