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Impacts of Extreme Weather on Microbiological Risks of Drinking Water in Coastal Cities: A Review 极端天气对沿海城市饮用水微生物风险的影响
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-23 DOI: 10.1007/s40726-023-00255-w
Xinyan Xiao, Jinjin Fu, Xin Yu

Purpose of Review

Extreme weather including heat waves, droughts, and extreme precipitation can impact the microbiological risks of drinking water in complex and comprehensive ways. These impacts are especially concerned with coastal cities due to the higher frequency and intensity of extreme weather. This review was aimed at summarizing these impacts from the view of different parts of drinking water systems including water sources, drinking water treatment plants (DWTPs), and drinking water distribution systems (DWDSs).

Recent Findings

All extreme weather will pose microbiological threats to drinking water quality. However, the threats are realized in direct or indirect ways. In the former, the extreme weather itself can alter the microbial biomass, growth rate, activity, and tolerance. In the latter, it will first change the physicochemical water parameters and/or the performance of the water treatment processes and then impact microbes. Meantime, extreme weather can result in the induction, occurrence, and removal of emerging microbiological contaminants, thus making the situation more complicated.

Summary

This review summarized the potential impacts of extreme weather on microbiological risks of drinking water in coastal cities. It also analyzed the interactive relationship between extreme weather and microbes. However, many knowledge gaps remained for this issue. The occurrence, transportation, control, and removal mechanism/methods of microbial contaminants under the background of climate change should be further investigated.

Graphical Abstract

包括热浪、干旱和极端降水在内的极端天气会以复杂和全面的方式影响饮用水的微生物风险。由于极端天气的频率和强度更高,这些影响尤其与沿海城市有关。本文从水源、饮用水处理厂和饮用水分配系统等饮用水系统的不同组成部分综述了这些影响。最新发现所有极端天气都会对饮用水质量造成微生物威胁。然而,这些威胁以直接或间接的方式实现。在前者中,极端天气本身可以改变微生物的生物量、生长速度、活性和耐受性。在后者中,它将首先改变水的物理化学参数和/或水处理过程的性能,然后影响微生物。同时,极端天气会导致新出现的微生物污染物的诱导、发生和去除,从而使情况更加复杂。本文综述了极端天气对沿海城市饮用水微生物风险的潜在影响。它还分析了极端天气与微生物之间的相互作用关系。然而,在这个问题上仍存在许多知识空白。气候变化背景下微生物污染物的发生、迁移、控制和去除机制/方法有待进一步研究。图形抽象
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引用次数: 0
Algae-Mediated Resource Recovery from Urban Wastewater 城市污水中藻类介导的资源回收
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-20 DOI: 10.1007/s40726-023-00254-x
Muhammad Usman, Mahwish Amin, Iqra Kamal, Ayesha Shahid, Jingliang Xu, Md. Asraful Alam, Muhammad Aamer Mehmood, Ghulam Abbas Ashraf, Raj Boopathy

Purpose of Review

Microalgae-mediated resource recovery and recycling of wastewater might be useful in producing biomass, biofertilizers, and environmentally acceptable bioproducts. This review aims to provide a comprehensive understanding of the challenges and opportunities of wastewater valorization to valuable algal biomass by opting a self-sustainable carbon-neutral approach.

Recent Findings

Various challenges and opportunities of using unsterilized urban wastewater are explored to provide insights into addressing the processing issues. Major wastewater challenges include turbidity with blackish appearance, emerging contaminants, pathogenic microbial community, and higher nutrient load. A brief comparison of sterilization techniques has been made, mainly focusing on principles, advantages, and limitations. Despite the challenges, it is found that microalgae-based resource recovery could be a viable and promising opportunity in a wastewater-driven integrated biorefinery paradigm.

Summary

Despite the availability of various wastewater treatment methods, microalgae-based wastewater treatment is promising, and carbon neutral approach which transforms the nutrients to valuable biomass, thereby reducing the nutrient load of the water. However, microalgal cultivation in wastewater encounters physical and biological challenges. In this article, challenges, opportunities, and sterilization methods of wastewater are critically reviewed concerning microalgae-based resource recovery from the urban wastewater. The processing of wastewater-produced algal biomass could be valorized into multiple products in minimal waste and carbon-neutral paradigm.

Graphical Abstract

微藻介导的废水资源回收和循环利用可用于生产生物质、生物肥料和环境可接受的生物制品。本文旨在通过选择一种自我可持续的碳中和方法,全面了解废水转化为有价值的藻类生物量的挑战和机遇。本文探讨了使用未经消毒的城市废水的各种挑战和机遇,为解决处理问题提供了见解。主要的废水挑战包括带有黑色外观的浊度、新出现的污染物、病原微生物群落和更高的营养负荷。简要比较了各种灭菌技术,主要集中于原理、优点和局限性。尽管存在挑战,但研究发现,在废水驱动的综合生物炼制范例中,基于微藻的资源回收可能是一个可行且有希望的机会。尽管有各种各样的废水处理方法,但基于微藻的废水处理是有前途的,而碳中和方法将营养物质转化为有价值的生物质,从而减少了水中的营养负荷。然而,微藻在废水中的培养面临着物理和生物方面的挑战。本文综述了以微藻为基础的城市污水资源化利用的挑战、机遇和灭菌方法。废水产生的藻类生物质的处理可以在最小废物和碳中和范例中转化为多种产品。图形抽象
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引用次数: 3
Recent Advancement in Nanotechnology for the Treatment of Pharmaceutical Wastewater: Sources, Toxicity, and Remediation Technology 纳米技术处理制药废水的最新进展:来源、毒性和修复技术
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-11 DOI: 10.1007/s40726-023-00251-0
Sandeep Kumar, Sangita Yadav, Navish Kataria, Amit Kumar Chauhan, Seema Joshi, Renuka Gupta, Parmod Kumar, Jun Wei Roy Chong, Kuan Shiong Khoo, Pau Loke Show

The textile, paper and pulp, distillery, and pharmaceutical industries are only a few of the many sectors that contribute significantly to the contamination of water bodies and their unsuitability for human use. Pharmaceuticals, which are credited with saving millions of lives in recent decades, have emerged as a new category of environmental hazard. Their prolonged presence in the environment has a number of negative effects, including gene toxicity, hormone interference, antibiotic resistance, the imposition of sex organs, and many others. To ensure that everyone in the world can access to uncontaminated and safe drinking water, it is important to treat pharmaceutical laden wastewater before discharge in fresh water body. Nanotechnology is getting significant attention due to enormous properties such as the high surface area to volume ratio, new optical properties, and desired shape. Nanomaterials might be a strong option for purifying water of a variety of environmental pollutants. This review also touches on several environmental aspects of pharmaceuticals, including (i) the current status of pharmaceuticals production and their use pattern, (ii) sources, occurrence, and transport behaviour of pharmaceuticals, (iii) analysis techniques and potential toxicity of pharmaceuticals and (iv) various conventional and advanced nanotechnology for water remediation. The present review is predominately designed to highlight the progress and major update in advantaged nanotechnology for remediation of pharmaceutical contaminated wastewater. The literature study (2015–2022) critically illustrated the recent pharmaceutical contaminations concerns and remediation efforts emphasizing nanotechnology like nanoadsorption, AOPs, nano-catalyst, electrochemical degradation and nanomembrane/nanofiltration technology.

纺织、造纸和纸浆、酿酒厂和制药业只是造成水体污染和不适合人类使用的众多部门中的少数几个。近几十年来拯救了数百万人生命的药品,已经成为一种新的环境危害。它们在环境中的长期存在有许多负面影响,包括基因毒性、激素干扰、抗生素耐药性、性器官的强加,以及许多其他影响。为了确保世界上每个人都能获得不受污染和安全的饮用水,必须在向淡水水体排放含药废水之前对其进行处理。纳米技术由于其巨大的特性,如高表面积体积比、新的光学特性和理想的形状,正受到极大的关注。纳米材料可能是净化各种环境污染物的一个强有力的选择。这篇综述还涉及药物的几个环境方面,包括(i)药物生产的现状及其使用模式,(ii)药物的来源、发生和运输行为,(iii)药物的分析技术和潜在毒性,以及(iv)用于水修复的各种传统和先进纳米技术。本文主要介绍了利用纳米技术修复制药污染废水的研究进展和最新进展。文献研究(2015-2022)批判性地阐述了最近的药物污染问题和修复工作,强调纳米技术,如纳米吸附、AOPs、纳米催化剂、电化学降解和纳米膜/纳滤技术。
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引用次数: 6
Opportunities and Challenges Associated with Bioavailability-Based Remediation Strategies for Lead-Contaminated Soil with Arsenic as a Co-Contaminant—A Critical Review 基于生物利用度的铅污染土壤砷共污染物修复策略的机遇与挑战
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-03-07 DOI: 10.1007/s40726-023-00252-z
Farzana Kastury, Hongbo Li, Ranju Karna, Aaron Betts, Kirk G. Scheckel, Lena Q. Ma, Tyler D. Sowers, Karen D. Bradham, Ganga M. Hettiarachchi, Albert L. Juhasz

Bioavailability-based remediation strategies. Popular soil amendments to reduce Pb exposure include phosphate, industrial by-products, metal oxides, organic matter, and biochar; however, these may increase As exposure. The plumbojarosite formation technique has been recently developed to mitigate Pb and As exposure simultaneously. Multiple lines-of-evidence approach is recommended to assess treatment efficacy

基于生物利用度的修复策略。减少铅暴露的常用土壤改进剂包括磷酸盐、工业副产品、金属氧化物、有机物和生物炭;然而,这些可能会增加砷的暴露。铅黄钾矾形成技术是近年来发展起来的一种同时减轻铅和砷暴露的技术。建议采用多证据方法评估治疗效果
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引用次数: 1
Seeking the Nexus Between Building Acoustics and Urban Form: A Systematic Review 寻找建筑声学与城市形态之间的联系:系统回顾
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-02-13 DOI: 10.1007/s40726-023-00250-1
Yalcin Yildirim, Mahyar Arefi

Purpose of Review

Noise is penetrating urban life pervasively and is imperative for demonstrating the factors behind it regarding built environment, aka buildings and urban form. So, this review aims to provide a better understanding of the association between building acoustics and urban form characteristics.

Recent Findings

There is a growing attention for building acoustics, including materials and simulation aspects with various increasing urban form attributes, i.e., the built and natural environment and transportation.

Summary

Building acoustics is a key aspect of urban life and falls within the interface of various urban form characteristics. While these two main attributes are not sufficiently addressed, they may adversely affect individuals; thus, all the more reason to explore this nexus. This study has evaluated 67 peer-reviewed journal articles after systematically reviewing the triple resources in assessing building acoustics and urban form between 2016 and 2022. This review separates the indoor and outdoor categories within the simulation, theory, building materials, facade, and the built environment sub-categories. The study does not only review the overall scope of present studies but also direct future directions of their associations.

噪音无处不在地渗透到城市生活中,对于展示其背后的建筑环境因素(即建筑和城市形态)是必不可少的。因此,本文旨在更好地理解建筑声学与城市形态特征之间的关系。最近的发现越来越多的人关注建筑声学,包括材料和模拟方面的各种不断增加的城市形态属性,即建筑和自然环境和交通。建筑声学是城市生活的一个重要方面,属于各种城市形态特征的界面。虽然这两个主要属性没有得到充分解决,但它们可能对个人产生不利影响;因此,更有理由探索这种联系。本研究系统地回顾了2016年至2022年间评估建筑声学和城市形态的三重资源,评估了67篇同行评议的期刊文章。这篇综述在模拟、理论、建筑材料、立面和建筑环境子类别中分离了室内和室外类别。该研究不仅回顾了目前研究的总体范围,而且还指导了其关联的未来方向。
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引用次数: 1
Trace Element Occurrence in Vegetable and Cereal Crops from Parts of Asia: A Meta-data Analysis of Crop-Wise Differences 亚洲部分地区蔬菜和谷类作物微量元素含量:作物差异的元数据分析
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-02-13 DOI: 10.1007/s40726-023-00248-9
Anjali Kerketta, Hemant Kumar, Mike A. Powell, Prafulla Kumar Sahoo, Harmanpreet Singh Kapoor, Sunil Mittal

In the present study, a systematic review along with a meta-analysis was conducted based on relevant studies from 11 Asian countries (1999–2022, Scopus, PubMed, MEDLINE, ScienceDirect, and Google Scholar) to evaluate the crop-wise differences in the accumulation of trace element (TE) in the edible part of different crops (vegetables: leafy (LV), root (RV), fruit (FV); cereal crops: rice (RIC), wheat (WHE), maize (MAZ)). Based on the median concentration of the compiled data, the TE accumulation in different vegetable crops was ranked in the decreasing order of Fe > Zn > Mn > Cu > Ni > Cr > Pb > Co > Se > Cd > As, and in cereal crops, this is followed as Fe > Zn > Cu > Ni > Cr > Co > Pb > As > Se > Cd > Hg. A clear difference was found between vegetable categories, with a higher accumulation of most of the elements in LV, especially spinach, coriander, radish leaves, mustard, amaranthus, and pakchoi than other vegetable types. Root vegetables displayed higher bioconcentration factors (BCF) than the other two vegetable types. For cereal crops, higher metal contents were found in WHE followed by RIC and MAZ, but RIC had relatively higher BCF for certain metals (As, Cd, Cu, Cr, Ni) and WHE dominated for the remaining metals. When compared with the prescribed safe limits of the non-essential metals (As, Cd, and Pb), this study revealed that the majority of the vegetable and cereal crop contaminations were from Bangladesh, China, India, Iran, and Pakistan.

本研究基于11个亚洲国家(1999-2022,Scopus, PubMed, MEDLINE, ScienceDirect和Google Scholar)的相关研究进行了系统回顾和荟萃分析,以评估不同作物(蔬菜:叶(LV),根(RV),果(FV);谷类作物:水稻(RIC)、小麦(WHE)、玉米(MAZ)。根据整理数据的中位数浓度,不同蔬菜作物TE积累量的递减顺序为Fe > Zn > Mn > Cu > Ni > Cr > Cr > Zn > Cu > Ni > Cr > Co > Pb > As > Se > Cd > Hg。在蔬菜种类之间发现了明显的差异,与其他蔬菜类型相比,大多数LV元素的积累量更高,特别是菠菜,香菜,萝卜叶,芥末,苋菜和小白菜。根茎类蔬菜的生物富集因子(BCF)高于其他两种蔬菜。谷类作物中,小麦小麦中金属含量最高,小麦小麦次之,小麦小麦次之,小麦小麦次之,小麦小麦次之,小麦小麦对某些金属(As、Cd、Cu、Cr、Ni)的BCF相对较高,小麦小麦对其余金属的BCF相对较高。与规定的非必需金属(砷、镉和铅)安全限量相比,这项研究表明,大多数蔬菜和谷类作物污染来自孟加拉国、中国、印度、伊朗和巴基斯坦。
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引用次数: 1
Mitigation of Thermal Energy in Membrane Distillation for Environmental Sustainability 膜蒸馏中热能的减少对环境的可持续性
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-02-11 DOI: 10.1007/s40726-023-00249-8
My Thi Tra Ngo, Xuan-Thanh Bui, Thi-Kim-Quyen Vo, Phuong Vu Mai Doan, Han Ngoc Mai Nguyen, Thi Ha Nguyen, The-Luong Ha, Huu-Viet Nguyen, Thi-Dieu-Hien Vo

Membrane distillation (MD) is a sustainable approach for the treatment of challenging saline water by effective removal of non-volatile compounds at high water recovery, offering near-to-zero liquid discharge to environment. Progressive efforts have been made in recent literature to mitigate membrane fouling and enhance the wetting resistance of MD for long-term stable operation; however, extensive energy consumption is the key constraint that hinders MD to become an economically sustainable solution for industrialization. This review represents the evaluation of energy consumption in MD in comparison with other existing advanced water treatment technologies (e.g., reverse osmosis). An up-to-date review of low-energy MD utilization to minimize energy consumption is provided in this work. High energy consumption in MD can be compensated by the effective utilization of renewable energy sources such as solar energy, geothermal energy, or waste heat. However, due to the sporadically unequal distribution and unstable availability of these low-grade sources, the dependence on the abundance of these energy sources may limit the flexibility in commercial MD applications. A recent approach to reduce specific thermal energy through direct heating of the membrane or spacer is also discussed in this review. The development of the membrane materials/configurations was highlighted for mitigating the effects of temperature polarization and improving energy efficiency by localized heating at/near the membrane surface by using photothermal, electrothermal, or induction materials.

膜蒸馏(MD)是一种可持续的方法,通过在高水回收率的情况下有效去除非挥发性化合物,为环境提供接近零的液体排放。近年来,研究人员在减轻膜污染和提高MD的抗润湿性能以实现长期稳定运行方面取得了进展;然而,广泛的能源消耗是阻碍工业化成为经济可持续解决方案的关键制约因素。本文综述了与其他现有先进水处理技术(如反渗透)相比,MD的能耗评估。最新的低能耗MD利用,以尽量减少能源消耗提供了这项工作。MD的高能耗可以通过太阳能、地热能或废热等可再生能源的有效利用来补偿。然而,由于这些低品位能源的零星不均匀分布和不稳定的可用性,对这些能源丰富度的依赖可能会限制商业MD应用的灵活性。本文还讨论了最近通过直接加热膜或间隔膜来降低比热能的方法。通过光热、电热或感应材料在膜表面附近局部加热,以减轻温度极化的影响,提高能源效率,从而减轻了膜材料/结构的发展。
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引用次数: 4
A Review and Perspective of Environmental Disinfection Technology Based on Microwave Irradiation 基于微波辐射的环境消毒技术综述与展望
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-01-30 DOI: 10.1007/s40726-022-00247-2
Liming Liu, Na Wang, Azhar Ali Laghari, Hong Li, Can Wang, Zhenyu Zhao, Xin Gao, Qiang Zeng

Purpose of Review

In the context of COVID-19 sweeping the world, the development of microbial disinfection methods in gas, liquid, and solid media has received widespread attention from researchers. As a disinfection technology that can adapt to different environmental media, microwave-assisted disinfection has the advantages of strong permeability, no secondary pollution, etc. The purpose of this review is to put forward new development requirements for future microwave disinfection strategies by summarizing current microwave disinfection methods and effects. From the perspective of the interaction mechanism of microwave and microorganisms, this review provides a development direction for more accurate and microscopic disinfection mechanism research.

Recent Findings

Compared to other traditional environmental disinfection techniques, microwave-assisted disinfection means have the advantages of being more destructive, free of secondary contamination, and thorough. Currently, researchers generally agree that the efficiency of microwave disinfection is the result of a combination of thermal and non-thermal effects. However, the performance of microwave disinfection shows the differences in the face of different environmental media as well as different types of microorganisms.

Summary

This review highlights the inactivation mechanism of microwave-assisted disinfection techniques used in different scenarios. Suggestions for promoting the efficiency and overcoming the limitations of low energy utilization, complex reactor design, and inaccurate monitoring methods are proposed.

在新冠肺炎疫情席卷全球的背景下,气体、液体和固体介质微生物消毒方法的发展受到了研究人员的广泛关注。微波辅助消毒作为一种能够适应不同环境介质的消毒技术,具有渗透性强、无二次污染等优点。本文通过对现有微波消毒方法和效果的总结,对未来微波消毒策略的发展提出了新的要求。本文从微波与微生物相互作用机理的角度,为更精准、微观的消毒机理研究提供了发展方向。与其他传统的环境消毒技术相比,微波辅助消毒具有破坏性更强、无二次污染、彻底等优点。目前,研究人员普遍认为,微波消毒的效率是热效应和非热效应共同作用的结果。然而,面对不同的环境介质和不同类型的微生物,微波消毒的性能表现出差异。本文综述了微波辅助消毒技术在不同情况下的灭活机制。提出了提高效率和克服能量利用率低、反应器设计复杂、监测方法不准确等限制的建议。
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引用次数: 2
Modeling Secondary Organic Aerosols in China: State of the Art and Perspectives 中国二次有机气溶胶的模拟:现状与展望
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-01-16 DOI: 10.1007/s40726-022-00246-3
Jingyi Li, Haowen Zhang, Lin Li, Fei Ye, Hongli Wang, Song Guo, Na Zhang, Momei Qin, Jianlin Hu

Purpose of Review

Fine particulate matter (PM2.5) is a huge environmental challenge in China. Based on field studies, secondary organic aerosols (SOA) contribute greatly to PM2.5 formation in many locations. Modeling SOA is a frontier research field in air quality and a rapidly developing field internationally. This review intends to provide a state-of-the-art understanding of the current status of SOA modeling in China and recommendations for future research.

Recent Findings

SOA has been shown to exhibit significant spatial and seasonal variations in China. The traditional pathway of SOA from the condensation of semi-volatile products by the oxidation of volatile organic compounds (VOCs) tends to significantly underestimate the observations. This gap has been greatly improved by considering new pathways such as the heterogeneous reactions of dicarbonyls and epoxides, the aging of primary organic aerosols and SOA, the oxidation of semi- and intermediate VOCs from emissions, and the aqueous-phase reactions of water-soluble organic species. In addition to these mechanisms, the contributions of specific precursors and sources also depend on the emission inventory of precursors, which has significant uncertainties. The interactions between anthropogenic and biogenic sources and meteorological facteros affect SOA formation. Overall, SOA plays an essential role in the budget of solar radiative forcing and the new particle formation.

Summary

This review focuses on the advances in modeling SOA in China since 2000. Parameterization of SOA mechanisms and properties and the emission and meteorology inputs should be improved to understand the characteristics and influences of SOA in China.

细颗粒物(PM2.5)在中国是一个巨大的环境挑战。根据实地研究,二次有机气溶胶(SOA)在许多地区对PM2.5的形成起着重要作用。SOA建模是空气质量领域的一个前沿研究领域,也是国际上发展较快的一个领域。本综述旨在提供对中国SOA建模现状的最新理解以及对未来研究的建议。最近的研究结果表明,soa在中国表现出显著的空间和季节变化。传统的SOA途径是由挥发性有机化合物(VOCs)氧化产生的半挥发性产物的冷凝,这往往大大低估了观测结果。通过考虑新的途径,如二羰基和环氧化物的非均相反应、初级有机气溶胶和SOA的老化、排放物中半和中间挥发性有机化合物的氧化以及水溶性有机物质的水相反应,这一差距得到了极大的改善。除了这些机制外,具体前体和来源的贡献还取决于前体排放清单,这具有很大的不确定性。人为和生物源与气象因素之间的相互作用影响SOA的形成。总的来说,SOA在太阳辐射强迫和新粒子形成的平衡中起着至关重要的作用。本文综述了自2000年以来中国SOA建模的进展。为了更好地理解SOA在中国的特点和影响,需要改进SOA机制和属性的参数化以及排放和气象输入。
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引用次数: 1
Digital Transformation of Packaged Reverse Osmosis Plants for Industrial and Sewer Mining Applications 用于工业和下水道采矿应用的包装反渗透设备的数字化改造
IF 7.3 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2022-12-20 DOI: 10.1007/s40726-022-00244-5
Claudio Kohn, Hung Cong Duong, Ngoc Bich Hoang, Long Duc Nghiem

Purpose of Review

Packaged reverse osmosis (RO) systems are often synonymous with industrial water supply and high quality water reuse. These RO systems can satisfy specific industries with stringent water quality specifications. They are also compact for deployment in basement of commercial buildings for sewer mining. Increasing applications of packaged RO systems opens the door for digital transformation of their design, operation, and maintenance for a quantum leap in system performance (energy consumption, treatment efficiency, and cost). This review summarises opportunities and challenges associated with the digitalisation of packaged RO systems and guide the industry to take advantage of these opportunities.

Recent Findings

Digital connectivity and machine learning offer a game changing capability to packaged RO systems. With digital capability, it is more cost-effective to design, operate, and manage these RO systems. Performance can be optimised via a range of approaches that are not possible with traditional human intervention. For example, hybrid systems that require sophistication control and prediction can benefit from big data analytics. On the other hand, other system that needs less intervention can work autonomously with little human intervention.

Summary

Automatic high-quality water treatment systems have attracted significant attention in recent years. This review identified a gap in understanding variable possibilities that machine learning and prediction can be successfully utilized by RO systems. This review confirms that artificial intelligence and machine learning can improve the way these systems work. Future research should strive to achieve a better way to apply these applications in packaged RO systems.

包装反渗透(RO)系统通常是工业供水和高质量水回用的代名词。这些反渗透系统可以满足特定行业严格的水质规范。它们也很紧凑,可以部署在商业建筑的地下室进行下水道开采。越来越多的封装RO系统的应用为其设计、操作和维护的数字化转型打开了大门,从而实现了系统性能(能耗、处理效率和成本)的巨大飞跃。本综述总结了与包装RO系统数字化相关的机遇和挑战,并指导行业利用这些机遇。数字连接和机器学习为包装RO系统提供了改变游戏规则的能力。有了数字功能,设计、操作和管理这些RO系统更具成本效益。性能可以通过一系列传统人工干预无法实现的方法来优化。例如,需要复杂控制和预测的混合系统可以从大数据分析中受益。另一方面,其他需要较少干预的系统可以在很少人为干预的情况下自主工作。近年来,高质量的自动水处理系统引起了人们的广泛关注。这篇综述指出了在理解RO系统成功利用机器学习和预测的可变可能性方面存在的差距。这篇综述证实,人工智能和机器学习可以改善这些系统的工作方式。未来的研究应该努力实现一个更好的方式来应用这些应用在包装RO系统。
{"title":"Digital Transformation of Packaged Reverse Osmosis Plants for Industrial and Sewer Mining Applications","authors":"Claudio Kohn,&nbsp;Hung Cong Duong,&nbsp;Ngoc Bich Hoang,&nbsp;Long Duc Nghiem","doi":"10.1007/s40726-022-00244-5","DOIUrl":"10.1007/s40726-022-00244-5","url":null,"abstract":"<div><h3>Purpose of Review</h3><p>Packaged reverse osmosis (RO) systems are often synonymous with industrial water supply and high quality water reuse. These RO systems can satisfy specific industries with stringent water quality specifications. They are also compact for deployment in basement of commercial buildings for sewer mining. Increasing applications of packaged RO systems opens the door for digital transformation of their design, operation, and maintenance for a quantum leap in system performance (energy consumption, treatment efficiency, and cost). This review summarises opportunities and challenges associated with the digitalisation of packaged RO systems and guide the industry to take advantage of these opportunities.</p><h3>Recent Findings</h3><p>Digital connectivity and machine learning offer a game changing capability to packaged RO systems. With digital capability, it is more cost-effective to design, operate, and manage these RO systems. Performance can be optimised via a range of approaches that are not possible with traditional human intervention. For example, hybrid systems that require sophistication control and prediction can benefit from big data analytics. On the other hand, other system that needs less intervention can work autonomously with little human intervention.</p><h3>Summary</h3><p>Automatic high-quality water treatment systems have attracted significant attention in recent years. This review identified a gap in understanding variable possibilities that machine learning and prediction can be successfully utilized by RO systems. This review confirms that artificial intelligence and machine learning can improve the way these systems work. Future research should strive to achieve a better way to apply these applications in packaged RO systems.</p></div>","PeriodicalId":528,"journal":{"name":"Current Pollution Reports","volume":"8 4","pages":"360 - 368"},"PeriodicalIF":7.3,"publicationDate":"2022-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4783063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Current Pollution Reports
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