Energy optimization of a wastewater treatment plant based on energy audit data: small investment with high return

被引:59
作者
Borzooei, Sina [1 ]
Amerlinck, Youri [2 ]
Panepinto, Deborah [1 ]
Abolfathi, Soroush [3 ]
Nopens, Ingmar [2 ]
Scibilia, Gerardo [4 ]
Meucci, Lorenza [4 ]
Zanetti, Maria Chiara [1 ]
机构
[1] Politecn Torino, Dept Civil & Environm Engn, I-10129 Turin, Italy
[2] Univ Ghent, Fac Biosci Engn, Dept Data Anal & Math Modelling, BIOMATH, Coupure Links 653, B-9000 Ghent, Belgium
[3] Univ Warwick, Sch Engn, Warwick Water Res Grp, Coventry CV4 7AL, W Midlands, England
[4] SMAT Soc Metropolitan Acque Torino Res Ctr, Corso Unita Italia 235-3, I-10127 Turin, Italy
关键词
Wastewater treatment plant; Energy efficiency; Data scarcity; Energy audit; Activated sludge model; Energy optimization; Calibration; Process optimization; ACTIVATED-SLUDGE PROCESS; NUTRIENT REMOVAL; URBAN WATER; MODEL; SIMULATION; EFFICIENCY; WWTP; PERFORMANCE; PRETREATMENTS; EMISSIONS;
D O I
10.1007/s11356-020-08277-3
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Ambitious energy targets in the 2020 European climate and energy package have encouraged many stakeholders to explore and implement measures improving the energy efficiency of water and wastewater treatment facilities. Model-based process optimization can improve the energy efficiency of wastewater treatment plants (WWTP) with modest investment and a short payback period. However, such methods are not widely practiced due to the labor-intensive workload required for monitoring and data collection processes. This study offers a multi-step simulation-based methodology to evaluate and optimize the energy consumption of the largest Italian WWTP using limited, preliminary energy audit data. An integrated modeling platform linking wastewater treatment processes, energy demand, and production sub-models is developed. The model is calibrated using a stepwise procedure based on available data. Further, a scenario-based optimization approach is proposed to obtain the non-dominated and optimized performance of the WWTP. The results confirmed that up to 5000 MWh annual energy saving in addition to improved effluent quality could be achieved in the studied case through operational changes only.
引用
收藏
页码:17972 / 17985
页数:14
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