城市污水收集与处理系统碳排放监测评估技术研究进展

王钊越; 赵夏滢; 唐琳慧; 刘昱; 成慧宇; 潘艺蓉; 闫旭; 王旭

doi:10.13205/j.hjgc.202206010

城市污水收集与处理系统碳排放监测评估技术研究进展

doi: 10.13205/j.hjgc.202206010

王钊越¹,
赵夏滢¹,
唐琳慧¹,
刘昱¹,
成慧宇²,
潘艺蓉^1,3,
闫旭⁴,
王旭^1, ,

1. 哈尔滨工业大学(深圳) 城市水资源与水环境国家重点实验室, 广东深圳 518055;
2. 哈尔滨理工大学机械动力工程学院, 哈尔滨 150080;
3. 中国科学院生态环境研究中心, 北京 100085;
4. 河南师范大学环境学院, 河南新乡 453007

基金项目:

国家自然科学基金优秀青年科学基金项目(51922013)

深圳市高层次人才团队项目(KQTD201909209172630447)

详细信息

作者简介:
王钊越(1996-),男,博士研究生,主要研究方向为城市水系统模拟与优化。1063350708@qq.com

通讯作者:
王旭(1985-),男,教授,主要研究方向为水污染控制与资源化。wangxu2021@hit.edu.cn

计量
- 文章访问数: 220
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- 被引次数: 0
出版历程
- 收稿日期: 2022-02-10
- 网络出版日期: 2022-09-01
- 刊出日期: 2022-09-01

RESEARCH ADVANCES IN CARBON EMISSION MONITORING AND ASSESSMENT OF URBAN DRAINAGE AND WASTEWATER TREATMENT SYSTEMS

1. State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China;
2. School of Mechanical and Power Engineering, Harbin University of Science and Technology, Harbin 150080, China;
3. Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China;
4. School of Environment, Henan Normal University, Xinxiang 453007, China

摘要

摘要: 城市污水收集处理在保障公共卫生与健康等方面发挥着重要作用。近期有研究指出,城市排水系统和污水处理厂在运行过程中会直接或间接地产生温室气体排放。如何精准地监测评估城市排水系统与污水处理厂的碳排放水平,从而科学地提出污水治理碳减排路径与碳中和模式,是城市水污染控制协同实现"碳达峰、碳中和"目标的关键突破口,也是当前环境领域的科技前沿和重点。结合文献调研和前期研究基础,以城市排水系统和污水处理厂为主要对象,总结当前温室气体排放监测与量化评估的研究现状,并探讨影响碳排放监测评估技术发展的关键瓶颈问题,提出碳减排路径构建的科学思路,为研发新一代城市污水收集与处理系统碳排放监测评估技术提供建议路线。
- 城市污水收集与处理系统 /
- 碳排放 /
- 监测 /
- 评估 /
- 减排
Abstract: Urban drainage and wastewater treatment facilities played a vital role in ensuring public health and sanitation over the past centuries.Recent research suggests that the implementation of integrated wastewater services can contribute to greenhouse gas emissions directly and/or indirectly.Consequently,it is very essential to accurately monitor and assess the carbon emissions during urban drainage and wastewater treatment systems operation and develop decarbonization pathways and carbon neutrality patterns for wastewater management.The deliverables of these investigations could create potential benefits in simultaneously achieving urban water pollution control and the"carbon dioxide emission peaking and carbon neutrality"goal.Such research is also related to the frontier and focus of science and technology in the environmental field.This review is intended to shed light on the current research trends and limitations related to carbon emission monitoring and assessment for urban drainage and wastewater treatment systems.Overall,this review provides useful information to help develop the next generation of carbon emission monitoring and assessment technologies for urban drainage and wastewater treatment systems.
- urban drainage and wastewater treatment systems /
- carbon emission /
- monitoring /
- assessment /
- emission reduction

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参考文献(59)

[1]	United Nations Department of Economic and Social Affairs/Population Division. World Urbanization Prospects:The 2018 Revision[R]. New York:United Nations,2019.
[2]	TALLIS H M, HAWTHORNE P L, POLASKY S, et al.An attainable global vision for conservation and human well-being[J].Frontiers in Ecology and the Environment,2018, 16(10):563-570.
[3]	NOYOLA A, PAREDES M G, GUERECA L P, et al.Methane correction factors for estimating emissions from aerobic wastewater treatment facilities based on field data in Mexico and on literature review[J].Science of the Total Environment,2018, 639:84-91.
[4]	THERRIEN J D, NICOLAI N, VANROLLEGHEM P A.A critical review of the data pipeline:how wastewater system operation flows from data to intelligence[J].Water Science&Technology,2020, 82(12):2613-2634.
[5]	JIN P K, GU Y G, SHI X, et al.Non-negligible greenhouse gases from urban sewer system[J].Biotechnology for Biofuels,2019, 12(1):100.
[6]	闫旭,邱德志,郭东丽,等.中国城镇污水处理厂温室气体排放时空分布特征[J].环境科学,2018, 39(3):1256-1263.
[7]	VASILAKI V, MASSARA T M, STANCHEV P, et al.A decade of nitrous oxide (N₂O) monitoring in full-scale wastewater treatment processes:a critical review[J].Water Research,2019, 161:392-412.
[8]	DUAN H R, ZHAO Y F, KOCH K, et al.Insights into nitrous oxide mitigation strategies in wastewater treatment and challenges for wider implementation[J].Environmental Science&Technology,2021, 55(11):7208-7224.
[9]	王旭,王钊越,潘艺蓉,等.人工智能在21世纪水与环境领域应用的问题及对策[J].中国科学院院刊,2020, 35(9):1163-1176.
[10]	LAW Y, JACOBSEN G E, SMITH A M, et al.Fossil organic carbon in wastewater and its fate in treatment plants[J].Water Research,2013, 47(14):5270-5281.
[11]	LIU Y W, NI B J, SHARMA K R, et al.Methane emission from sewers[J].Science of the Total Environment,2015, 524/525:40-51.
[12]	MASSARA T M, MALAMIS S, GUISASOLA A, et al.A review on nitrous oxide (N₂O) emissions during biological nutrient removal from municipal wastewater and sludge reject water[J].Science of the Total Environment,2017, 596/597:106-123.
[13]	LIU Y W, SHARMA K R, MURTHY S, et al.On-line monitoring of methane in sewer air[J].Scientific Reports,2014, 4:6637.
[14]	SUN S C, BAO Z Y, LI R Y, et al.Reduction and prediction of N₂O emission from an Anoxic/Oxic wastewater treatment plant upon DO control and model simulation[J].Bioresource Technology,2017, 244:800-809.
[15]	WANG J H, ZHANG J, XIE H J, et al.Methane emissions from a full-scale A/A/O wastewater treatment plant[J].Bioresource Technology,2011, 102(9):5479-5485.
[16]	YAN X, LI L, LIU J X.Characteristics of greenhouse gas emission in three full-scale wastewater treatment processes[J].Journal of Environmental Sciences,2014, 26(2):256-263.
[17]	WANG Y Y, LIN X M, ZHOU D, et al.Nitric oxide and nitrous oxide emissions from a full-scale activated sludge anaerobic/anoxic/oxic process[J].Chemical Engineering Journal,2016, 289:330-340.
[18]	GUISASOLA A, DE HAAS D, KELLER J, et al.Methane formation in sewer systems[J].Water Research,2008, 42(6/7):1421-1430.
[19]	ABOOBAKAR A, CARTMELL E, STEPHENSON T, et al.Nitrous oxide emissions and dissolved oxygen profiling in a full-scale nitrifying activated sludge treatment plant[J].Water Research,2013, 47(2):524-534.
[20]	MARQUES R, OEHMEN A, PIJUAN M.Novel microelectrode-based online system for monitoring N₂O gas emissions during wastewater treatment[J].Environmental Science&Technology,2014, 48(21):12816-12823.
[21]	MARQUES R, RODRIGUEZ-Caballero A, OEHMEN A, et al.Assessment of online monitoring strategies for measuring N₂O emissions from full-scale wastewater treatment systems[J].Water Research,2016, 99:171-179.
[22]	PAN Y T, van den AKKER B, YE L, et al.Unravelling the spatial variation of nitrous oxide emissions from a step-feed plug-flow full scale wastewater treatment plant[J].Scientific Reports,2016, 6:20792.
[23]	LIU Y, SHARMA K R, FLUGGEN M, et al.Online dissolved methane and total dissolved sulfide measurement in sewers[J].Water Research,2015, 68:109-118.
[24]	DAELMAN M R J, van VOORTHUIZEN E M, Van DONGEN U, et al.Seasonal and diurnal variability of N₂O emissions from a full-scale municipal wastewater treatment plant[J].Science of the Total Environment,2015, 536:1-11.
[25]	DAELMAN M R, DE BAETS B, van LOOSDRECHT M C, et al.Influence of sampling strategies on the estimated nitrous oxide emission from wastewater treatment plants[J].Water Research,2013, 47(9):3120-3130.
[26]	MANNINA G, EKAMA G, CANIANI D, et al.Greenhouse gases from wastewater treatment:a review of modelling tools[J].Science of the Total Environment,2016, 551/552:254-270.
[27]	IPCC. 2006 IPCC Guidelines for National Greenhouse Gas Inventories[R]. Japan:Institute for Global Environmental Strategies,2006.
[28]	IPCC. 2019 Refinement to the 2006 IPCC guidelines for national greenhouse gas inventories[R]. Switzerland:Intergovernmental Panel on Climate Change,2019.
[29]	翟萌,邵越,徐福军.西安污水处理厂温室气体排放及减排对策研究[J].环境工程,2016, 34(2):23-26.
[30]	任佳雪,高庆先,陈海涛,等.碳中和愿景下的污水处理厂温室气体排放情景模拟研究[J].气候变化研究进展,2021, 17(4):410-419.
[31]	李东梅,吴丹萍,吴敏,等.污水处理厂运行工况对温室气体排放的影响[J].化工进展,2021, 40(12):6897-6906.
[32]	LI H J, PENG D C, LIU W B, et al.N₂O generation and emission from two biological nitrogen removal plants in China[J].Desalin Water Treat,2015, 57(25):11800-11806.
[33]	LIU Y W, NI B J, GANIGUÉ R, et al.Sulfide and methane production in sewer sediments[J].Water Research,2015, 70:350-359.
[34]	LIU Y W, TUGTAS A E, SHARMA K R, et al.Sulfide and methane production in sewer sediments:field survey and model evaluation[J].Water Research,2016, 89:142-150.
[35]	GUISASOLA A, SHARMA K R, KELLER J, et al.Development of a model for assessing methane formation in rising main sewers[J].Water Research,2009, 43(11):2874-2884.
[36]	杨双春,王晓珍,潘一,等.国内外活性污泥模型研究进展[J].科技导报,2012, 30(26):75-79.
[37]	丁晓倩.污水脱氮除磷及N₂O产生过程数学模拟[D].西安:长安大学,2017.
[38]	WUNDERLIN P, MOHN J, JOSS A, et al.Mechanisms of N₂O production in biological wastewater treatment under nitrifying and denitrifying conditions[J].Water Research,2012, 46(4):1027-1037.
[39]	REN Y, NGO H H, GUO W S, et al.Linking the nitrous oxide production and mitigation with the microbial community in wastewater treatment:a review[J].Bioresource Technology Reports,2019, 7:100191.
[40]	MASSARA T M, SOLÍS B, GUISASOLA A, et al.Development of an ASM2d-N₂O model to describe nitrous oxide emissions in municipal WWTPs under dynamic conditions[J].Chemical Engineering Journal,2018, 335:185-196.
[41]	LI K L, DUAN H R, LIU L F, et al.An integrated first principal and deep learning approach for modeling nitrous oxide emissions from wastewater treatment plants[J].Environmental Science&Technology,2022, 56(4):2816-2826.
[42]	TERADA A, SUGAWARA S, HOJO K, et al.Hybrid nitrous oxide production from a partial nitrifying bioreactor:hydroxylamine interactions with nitrite[J].Environmental Science&Technology,2017, 51(5):2748-2756.
[43]	HUANG X J, XU Y, HE T X, et al.Ammonium transformed into nitrous oxide via nitric oxide by Pseudomonas putida Y-9 under aerobic conditions without hydroxylamine as intermediate[J].Bioresource Technology,2019, 277:87-93.
[44]	VASILAKI V, VOLCKE E I P, NANDI A K, et al.Relating N₂O emissions during biological nitrogen removal with operating conditions using multivariate statistical techniques[J].Water Research,2018, 140:387-402.
[45]	SONG M J, CHOI S, BAE W B, et al.Identification of primary effecters of N₂O emissions from full-scale biological nitrogen removal systems using random forest approach[J].Water Research,2020, 184:116144.
[46]	HWANGBO S, AL R, CHEN X, et al.Integrated model for understanding N₂O emissions from wastewater treatment plants:a deep learning approach[J].Environmental Science and Technology,2021, 55(3):2143-2151.
[47]	NEWHART K B, HOLLOWAY R W, HERING A S, et al.Data-driven performance analyses of wastewater treatment plants:a review[J].Water Research,2019, 157:498-513.
[48]	COROMINAS L, GARRIDO-BASERBA M, VILLEZ K, et al.Transforming data into knowledge for improved wastewater treatment operation:a critical review of techniques[J].Environmental Modelling&Software,2018, 106:89-103.
[49]	LECUN Y, BENGIO Y, HINTON G.Deep learning[J].Nature,2015, 521(7553):436-444.
[50]	WANG P, FAN E, WANG P.Comparative analysis of image classification algorithms based on traditional machine learning and deep learning[J].Pattern Recognition Letters,2021, 141:61-67.
[51]	HWANGBO S, AL R, SIN G.An integrated framework for plant data-driven process modeling using deep-learning with Monte-Carlo simulations[J].Computers and Chemical Engineering,2020, 143:107071.
[52]	GÅLFALK M, PALEDAL S N, SEHLEN R, et al.Ground-based remote sensing of CH₄ and N₂O fluxes from a wastewater treatment plant and nearby biogas production with discoveries of unexpected sources[J].Environmental Research,2022, 204:111978.
[53]	LUO Y L, GUO W S, NGO H H, et al.A review on the occurrence of micropollutants in the aquatic environment and their fate and removal during wastewater treatment[J].Science of the Total Environment,2014, 473:619-641.
[54]	李士俊,谢文明.污水处理厂中抗生素去除规律研究进展[J].环境科学与技术,2019, 423):17-29.
[55]	HOU Q, SUN H M, JIA L X, et al.Simultaneous biological removal of nitrogen and phosphorus from secondary effluent of wastewater treatment plants by advanced treatment:a review[J].Chemosphere,2022, 296:134054.
[56]	闫旭.污水处理过程中温室气体的产生与逸散特征研究[D].北京:中国科学院大学,2013.
[57]	SMITH, LIU S M, LIU Y, et al.Can China reduce energy for water?a review of energy for urban water supply and wastewater treatment and suggestions for change[J].Renewable and Sustainable Energy Reviews,2018, 91:41-58.
[58]	XIANG S Y, LIU Y H, HANG G M, et al.New progress of ammonia recovery during ammonia nitrogen removal from various wastewaters[J].World Journal of Microbiology&Biotechnology,2020, 3610):144.
[59]	MUISA N, NHAPI I, RUIWA W, et al.Utiliation of alum sludge as adsorbent for phosphorus removal in municipal wastewater:a review[J].Journal of Water Process Engineering,2020, 35:101187.