Process optimization;
Advanced process control (APC);
Online sensors;
Nitrification-denitrification (NDN);
Enhanced Biological Phosphorous Removal(EBPR);
CONVENTIONAL ACTIVATED-SLUDGE;
PHOSPHORUS REMOVAL;
CONTROL STRATEGIES;
GRANULAR SLUDGE;
LOW-TEMPERATURE;
AERATION;
PERFORMANCE;
WWTP;
OPERATION;
REACTORS;
D O I:
10.1016/j.watres.2021.117212
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
One of the major challenges in existing WasteWater Treatment Plants (WWTPs) is to comply with the increasingly stringent nutrient discharge limits established by the competent authorities to enhance en-vironmental protection, while keeping operation costs as low as possible. This paper describes the re-sults obtained from upgrading a full-scale WWTP during seven years (2013-2020) applying five different Advanced Process Control (APC) strategies. Results show that implementation of APC and the develop-ment of ammonia-based aeration control, aeration/non-aeration cycles, improved internal/external recir-culation and chemical dosage controls resulted in an improvement in nutrients removal rates ( + 25.48% and + 9.25%, for nitrogen and phosphorus, respectively) and in a reduction (-21.79%) of the specific energy ratio. In addition, the promotion of an Enhanced Biological Phosphorous Removal (EBPR) process by APC resulted in an improvement in biological phosphorous removal ( + 43.90%), chemical savings (-20.0 0%) and nutrient recovery in the dewatered sludge. Molecular biology tools and laboratory batch tests confirmed the Polyphosphate Accumulating Organisms (PAOs) activity, specifically Tetrasphaera genera. Finally, an economic analysis was conducted, showing a rate of return for the incurred capital expenses with the implemented APC systems of about five years, being an affordable alternative to the upgrading existing WWTPs. (c) 2021 Elsevier Ltd. All rights reserved.
机构:
PIH, Department of Industrial Engineering and Technology, Hogeschool West-Vlaanderen, Graaf Karel de Goedelaan 5, B-8500 Kortrijk, BelgiumPIH, Department of Industrial Engineering and Technology, Hogeschool West-Vlaanderen, Graaf Karel de Goedelaan 5, B-8500 Kortrijk, Belgium
Vandekerckhove, Andy
Moerman, Wim
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Akwadok BVBA, Hoekstraat 3, B-8540 Deerlijk, BelgiumPIH, Department of Industrial Engineering and Technology, Hogeschool West-Vlaanderen, Graaf Karel de Goedelaan 5, B-8500 Kortrijk, Belgium
Moerman, Wim
Van Hulle, Stijn W.H.
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PIH, Department of Industrial Engineering and Technology, Hogeschool West-Vlaanderen, Graaf Karel de Goedelaan 5, B-8500 Kortrijk, BelgiumPIH, Department of Industrial Engineering and Technology, Hogeschool West-Vlaanderen, Graaf Karel de Goedelaan 5, B-8500 Kortrijk, Belgium
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Li, Lingfei
Mao, Yuanxiang
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机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Chongqing Univ, Key Lab Three Gorges Reservoir Reg Ecoenvironm, Minist Educ, Chongqing 400045, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Mao, Yuanxiang
Dong, Huiyu
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Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Dong, Huiyu
Wang, Yan
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Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Wang, Yan
Xu, Lei
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Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Xu, Lei
Liu, Shaogang
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h-index: 0
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Guangxi Univ Nationalities, Sch Chem & Chem Engn, Guangxi Key Lab Chem & Engn Forest Prod, Key Lab Chem & Engn Forest Prod,State Ethn Affairs, Nanning 530008, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Liu, Shaogang
Xu, Qian
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机构:
Guangxi Nanning Waterworks Co Ltd, Nanning 530031, Guangxi, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Xu, Qian
Qiang, Zhimin
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Chinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
Qiang, Zhimin
Ji, Fangying
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h-index: 0
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Chongqing Univ, Key Lab Three Gorges Reservoir Reg Ecoenvironm, Minist Educ, Chongqing 400045, Peoples R ChinaChinese Acad Sci, Res Ctr Ecoenvironm Sci, Key Lab Drinking Water Sci & Technol, Beijing 100085, Peoples R China
机构:
Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing UniversityKey Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
Yuanxiang Mao
Huiyu Dong
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h-index: 0
机构:
Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
University of Chinese Academy of SciencesKey Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
Huiyu Dong
论文数: 引用数:
h-index:
机构:
Yan Wang
Lei Xu
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of SciencesKey Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
Lei Xu
Shaogang Liu
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
Guangxi Key Laboratory of Chemistry and Engineering of Forest Products, Key Laboratory of Chemistry and Engineering of Forest Products, State Ethnic Affairs Commission,School of Chemistry and Chemical Engineering, Guangxi University for NationalitiesKey Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
Shaogang Liu
Qian Xu
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机构:
Guangxi Nanning Water Co., Ltd.Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
Qian Xu
Zhimin Qiang
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Key Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
University of Chinese Academy of SciencesKey Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
Zhimin Qiang
Fangying Ji
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h-index: 0
机构:
Key Laboratory of Three Gorges Reservoir Region's Eco-Environment, Ministry of Education, Chongqing UniversityKey Laboratory of Drinking Water Science and Technology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences
机构:
Chinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
China Three Gorges Corp, Yangtze River Ecol Environm Engn Res Ctr, Beijing 100038, Peoples R China
Chinese Acad Sci, Lab Water Pollut Control Technol, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chinese Acad Sci, Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Liu, Mengmeng
Chen, Meixue
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Chinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chinese Acad Sci, Lab Water Pollut Control Technol, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R ChinaChinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chen, Meixue
Qi, Rong
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h-index: 0
机构:
Chinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R ChinaChinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Qi, Rong
Yu, Dawei
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h-index: 0
机构:
Chinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chinese Acad Sci, Lab Water Pollut Control Technol, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R ChinaChinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Yu, Dawei
Yang, Min
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h-index: 0
机构:
Chinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chinese Acad Sci, Lab Water Pollut Control Technol, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R ChinaChinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Yang, Min
Zheng, Jiaxi
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h-index: 0
机构:
Chinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chinese Acad Sci, Lab Water Pollut Control Technol, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chinese Acad Sci, Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Zheng, Jiaxi
Wei, Yuansong
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h-index: 0
机构:
Chinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chinese Acad Sci, Lab Water Pollut Control Technol, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Chinese Acad Sci, Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China
Wei, Yuansong
Du, Haizhou
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机构:
Zhangjiakou Xishan Wastewater Treatment Co Ltd, Zhangjiakou 076250, Peoples R ChinaChinese Acad Sci, State Key Joint Lab Environm Simulat & Pollut Con, Res Ctr Ecoenvironm Sci, Beijing 100085, Peoples R China