首页 > 最新文献

Journal of water process engineering最新文献

英文 中文
Enhanced dye separation in tight ultrafiltration membranes through synergistic effects of surface charge and halloysite nanotube incorporation 通过表面电荷和高岭土纳米管掺入的协同作用增强超滤膜中染料的分离
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-21 DOI: 10.1016/j.jwpe.2026.109516
Putu Teta Prihartini Aryanti , Febrianto Adi Nugroho , Chantaraporn Phalakornkule , Kiki Adi Kurnia , Khoiruddin Khoiruddin , I Gede Wenten
The discharge of dye-rich effluents from textile industries poses a major environmental challenge due to their persistence and toxicity. In this study, tight ultrafiltration (UF) membranes were developed by combining sulfonated polysulfone (SPSf) with polyethylene glycol (PEG400) and halloysite nanotubes (HNT) using an acetone/DMAc co-solvent system to enhance permeability, selectivity, and fouling resistance. Compared to the pristine PSF/PEG400 membrane, which exhibited a low pure water flux of 25–30 L·m−2·h−1, the optimized SPSf/PEG400/HNT membranes achieved pure water fluxes of up to 125 L·m−2·h−1, with Blue 2BLN and Naphthol AS removal efficiencies of 95% and 90%, respectively. Color and turbidity removals consistently exceeded 90–95%. Fouling analysis via Hermia's models indicated that severe sulfonation promoted irreversible blocking, whereas HNT incorporation shifted fouling toward reversible surface deposition, yielding flux recovery ratios (FRR) in the range of 65–70%. These findings demonstrate that moderate sulfonation combined with nanofiller reinforcement enables a favorable balance between permeability, selectivity, and fouling resistance, offering a sustainable route for textile wastewater treatment and water reuse applications.
纺织工业排放的富含染料的废水由于其持久性和毒性对环境构成了重大挑战。在本研究中,采用丙酮/DMAc共溶剂体系,将磺化聚砜(SPSf)与聚乙二醇(PEG400)和高土纳米管(HNT)结合,制备了紧密超滤(UF)膜,以提高其渗透性、选择性和抗污性。与原始的PSF/PEG400膜相比,其纯水通量为25-30 L·m−2·h−1,优化后的spf /PEG400/HNT膜的纯水通量高达125 L·m−2·h−1,对Blue 2BLN和萘酚AS的去除率分别为95%和90%。色度和浊度去除率始终超过90-95%。通过Hermia的模型进行的污垢分析表明,严重的磺化促进了不可逆的堵塞,而HNT的掺入使污垢向可逆的表面沉积转变,产生通量回收率(FRR)在65-70%之间。这些发现表明,适度的磺化与纳米填料增强相结合,可以在渗透性、选择性和抗污性之间取得良好的平衡,为纺织废水处理和水回用应用提供了一条可持续的途径。
{"title":"Enhanced dye separation in tight ultrafiltration membranes through synergistic effects of surface charge and halloysite nanotube incorporation","authors":"Putu Teta Prihartini Aryanti ,&nbsp;Febrianto Adi Nugroho ,&nbsp;Chantaraporn Phalakornkule ,&nbsp;Kiki Adi Kurnia ,&nbsp;Khoiruddin Khoiruddin ,&nbsp;I Gede Wenten","doi":"10.1016/j.jwpe.2026.109516","DOIUrl":"10.1016/j.jwpe.2026.109516","url":null,"abstract":"<div><div>The discharge of dye-rich effluents from textile industries poses a major environmental challenge due to their persistence and toxicity. In this study, tight ultrafiltration (UF) membranes were developed by combining sulfonated polysulfone (SPSf) with polyethylene glycol (PEG400) and halloysite nanotubes (HNT) using an acetone/DMAc co-solvent system to enhance permeability, selectivity, and fouling resistance. Compared to the pristine PSF/PEG400 membrane, which exhibited a low pure water flux of 25–30 L·m<sup>−2</sup>·h<sup>−1</sup>, the optimized SPSf/PEG400/HNT membranes achieved pure water fluxes of up to 125 L·m<sup>−2</sup>·h<sup>−1</sup>, with Blue 2BLN and Naphthol AS removal efficiencies of 95% and 90%, respectively. Color and turbidity removals consistently exceeded 90–95%. Fouling analysis via Hermia's models indicated that severe sulfonation promoted irreversible blocking, whereas HNT incorporation shifted fouling toward reversible surface deposition, yielding flux recovery ratios (FRR) in the range of 65–70%. These findings demonstrate that moderate sulfonation combined with nanofiller reinforcement enables a favorable balance between permeability, selectivity, and fouling resistance, offering a sustainable route for textile wastewater treatment and water reuse applications.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109516"},"PeriodicalIF":6.7,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Treatment of landfill leachate via two-stage advanced oxidation processes: Photo-electrochemical activation of peroxymonosulfate and percarbonate/ozone/MnO2@carbon 两级深度氧化法处理垃圾渗滤液:过氧单硫酸盐和过碳酸盐的光电活化/臭氧/MnO2@carbon
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-21 DOI: 10.1016/j.jwpe.2025.109416
Rouzhan Feizi , Babak Kakavandi , Aydin Hassani , Farshid Ghanbari
In this study, a two-stage process was used for the treatment of landfill leachate (LL). First, the photo-electrochemical (PE) method was used for peroxymonosulfate (PMS) activation. Under optimum conditions (pH = 3, current density = 20 mA/cm2, and PMS = 21 mM), 63.9 % of chemical oxygen demand (COD) was removed. Electrochemical, photochemical, and Fe(II) activations of PMS contributed to the degradation of organic compounds. The LL treated by PE-PMS was introduced into a hybrid process based on ozone (O3) and percarbonate. MnO2@activated carbon (C) was synthesized and employed for O3 and percarbonate (PC) activation (PC/O3/MnO2@C). Under optimal conditions, 83.5 % of COD was removed from the LL. Overall COD, ammonia, and total organic carbon (TOC) removals for the two-stage process were 94.7, 97.3, and 89.2 %, respectively. The mechanism of ammonia removal was thoroughly evaluated. The results showed that sulfate radicals (SO4), hydroxyl radicals (OH), and direct ozonation are the main agents of ammonia degradation. Biodegradability was significantly increased from 0.29 to 0.62, and phytotoxicity results showed that the final effluent is non-toxic for three plant species. This work confirmed that the sequential treatment of the PE-PMS and PC/O3/MnO2@C system can be an effective strategy for the treatment of LL.
本研究采用两阶段法处理垃圾渗滤液(LL)。首先,采用光电化学(PE)方法对过氧单硫酸盐(PMS)进行了活化。在最佳条件下(pH = 3,电流密度= 20 mA/cm2, PMS = 21 mM),化学需氧量(COD)去除率为63.9%。PMS的电化学、光化学和Fe(II)活化有助于有机化合物的降解。将经PE-PMS处理的LL引入到以臭氧(O3)和过碳酸酯为原料的混合工艺中。合成了MnO2@activated碳(C),并将其用于O3和过碳酸盐(PC)的活化(PC/O3/MnO2@C)。在最佳条件下,COD去除率为83.5%。两阶段工艺的总COD、氨和总有机碳(TOC)去除率分别为94.7%、97.3%和89.2%。对氨的去除机理进行了全面的评价。结果表明,硫酸盐自由基(SO4•−)、羟基自由基(•OH)和直接臭氧化是氨的主要降解因子。生物降解率从0.29显著提高到0.62,植物毒性结果表明,最终出水对三种植物无毒。本工作证实了PE-PMS和PC/O3/MnO2@C系统的顺序治疗是治疗LL的有效策略。
{"title":"Treatment of landfill leachate via two-stage advanced oxidation processes: Photo-electrochemical activation of peroxymonosulfate and percarbonate/ozone/MnO2@carbon","authors":"Rouzhan Feizi ,&nbsp;Babak Kakavandi ,&nbsp;Aydin Hassani ,&nbsp;Farshid Ghanbari","doi":"10.1016/j.jwpe.2025.109416","DOIUrl":"10.1016/j.jwpe.2025.109416","url":null,"abstract":"<div><div>In this study, a two-stage process was used for the treatment of landfill leachate (LL). First, the photo-electrochemical (PE) method was used for peroxymonosulfate (PMS) activation. Under optimum conditions (pH = 3, current density = 20 mA/cm<sup>2</sup>, and PMS = 21 mM), 63.9 % of chemical oxygen demand (COD) was removed. Electrochemical, photochemical, and Fe(II) activations of PMS contributed to the degradation of organic compounds. The LL treated by PE-PMS was introduced into a hybrid process based on ozone (O<sub>3</sub>) and percarbonate. MnO<sub>2</sub>@activated carbon (C) was synthesized and employed for O<sub>3</sub> and percarbonate (PC) activation (PC/O<sub>3</sub>/MnO<sub>2</sub>@C). Under optimal conditions, 83.5 % of COD was removed from the LL. Overall COD, ammonia, and total organic carbon (TOC) removals for the two-stage process were 94.7, 97.3, and 89.2 %, respectively. The mechanism of ammonia removal was thoroughly evaluated. The results showed that sulfate radicals (<span><math><msubsup><mi>SO</mi><mn>4</mn><mrow><mo>•</mo><mo>−</mo></mrow></msubsup></math></span>), hydroxyl radicals (<sup>•</sup>OH), and direct ozonation are the main agents of ammonia degradation. Biodegradability was significantly increased from 0.29 to 0.62, and phytotoxicity results showed that the final effluent is non-toxic for three plant species. This work confirmed that the sequential treatment of the PE-PMS and PC/O<sub>3</sub>/MnO<sub>2</sub>@C system can be an effective strategy for the treatment of LL.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109416"},"PeriodicalIF":6.7,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electrospun novel molecular sieve-MOF composite nanofibers for unprecedented cobalt recovery from aqueous solutions 电纺丝新型分子筛- mof复合纳米纤维从水溶液中回收钴
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-21 DOI: 10.1016/j.jwpe.2026.109532
Cong Yin , Qi Zou , Yuntao Lei , Yuchen Zhang , Sufen Li , Fan Liu , Chenghuang Wang , Yonggang Huo , Xingfu Cai , Guoyuan Yuan
Developing new materials to efficiently recover specific target ions (e.g., cobalt ions) from wastewater without causing secondary pollution is a practical demand for achieving efficient resource utilization while preventing environmental pollution. In this work, we successfully constructed a novel molecular sieve-metal-organic frameworks (MOFs) nanofiber composite based on the dual-skeleton design concept combined with electrospinning technology, which achieves a breakthrough in cobalt recovery performance from wastewater with a theoretical maximum adsorption capacity for Co(II) of 144.30 mg/g, surpassing reported same-type adsorbents. Contact angle measurements provide direct evidence of the nanofiber material's outstanding hydrophilicity, as reflected by a contact angle of 22°. Meanwhile, X-ray photoelectron spectroscopy analysis reveals that the carboxyl and amino groups in the nanofiber composite act as strong binding sites for Co(II) capture, guaranteeing its high adsorption performance. Moreover, MS-MOF-NF exhibits highly selective adsorption of Co(II) over Li(I), with distribution coefficient (Kd) values of 7.2 L/g for Co(II) versus 0.3 L/g for Li(I), coupled with excellent recyclability maintaining high adsorption capacity after 5 cycles. Additionally, the adsorption behavior follows the pseudo-second-order kinetic model and Langmuir isotherm model, corresponding to a spontaneous and endothermic monolayer chemical adsorption process. This work not only provides a promising candidate material for the recovery of Co(II) from wastewater but also offers new insights into related wastewater treatment technologies.
开发能从废水中高效回收特定目标离子(如钴离子)而不造成二次污染的新材料,是实现资源高效利用同时防止环境污染的现实需求。本研究成功构建了基于双骨架设计理念结合静电纺丝技术的新型分子筛-金属-有机框架(MOFs)纳米纤维复合材料,该材料对Co(II)的理论最大吸附量为144.30 mg/g,突破了现有同类吸附剂的钴回收性能。接触角测量为纳米纤维材料卓越的亲水性提供了直接证据,接触角为22°。同时,x射线光电子能谱分析表明,纳米纤维复合材料中的羧基和氨基是Co(II)捕获的强结合位点,保证了其高吸附性能。此外,MS-MOF-NF对Co(II)的选择性吸附优于Li(I), Co(II)的分配系数(Kd)为7.2 L/g, Li(I)的分配系数(Kd)为0.3 L/g,并且具有良好的可回收性,在5次循环后仍保持较高的吸附容量。吸附行为符合拟二级动力学模型和Langmuir等温线模型,属于自发吸热的单层化学吸附过程。这项工作不仅为从废水中回收Co(II)提供了有前途的候选材料,而且为相关的废水处理技术提供了新的见解。
{"title":"Electrospun novel molecular sieve-MOF composite nanofibers for unprecedented cobalt recovery from aqueous solutions","authors":"Cong Yin ,&nbsp;Qi Zou ,&nbsp;Yuntao Lei ,&nbsp;Yuchen Zhang ,&nbsp;Sufen Li ,&nbsp;Fan Liu ,&nbsp;Chenghuang Wang ,&nbsp;Yonggang Huo ,&nbsp;Xingfu Cai ,&nbsp;Guoyuan Yuan","doi":"10.1016/j.jwpe.2026.109532","DOIUrl":"10.1016/j.jwpe.2026.109532","url":null,"abstract":"<div><div>Developing new materials to efficiently recover specific target ions (e.g., cobalt ions) from wastewater without causing secondary pollution is a practical demand for achieving efficient resource utilization while preventing environmental pollution. In this work, we successfully constructed a novel molecular sieve-metal-organic frameworks (MOFs) nanofiber composite based on the dual-skeleton design concept combined with electrospinning technology, which achieves a breakthrough in cobalt recovery performance from wastewater with a theoretical maximum adsorption capacity for Co(II) of 144.30 mg/g, surpassing reported same-type adsorbents. Contact angle measurements provide direct evidence of the nanofiber material's outstanding hydrophilicity, as reflected by a contact angle of 22°. Meanwhile, X-ray photoelectron spectroscopy analysis reveals that the carboxyl and amino groups in the nanofiber composite act as strong binding sites for Co(II) capture, guaranteeing its high adsorption performance. Moreover, MS-MOF-NF exhibits highly selective adsorption of Co(II) over Li(I), with distribution coefficient (K<sub>d</sub>) values of 7.2 L/g for Co(II) versus 0.3 L/g for Li(I), coupled with excellent recyclability maintaining high adsorption capacity after 5 cycles. Additionally, the adsorption behavior follows the pseudo-second-order kinetic model and Langmuir isotherm model, corresponding to a spontaneous and endothermic monolayer chemical adsorption process. This work not only provides a promising candidate material for the recovery of Co(II) from wastewater but also offers new insights into related wastewater treatment technologies.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109532"},"PeriodicalIF":6.7,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023437","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rapid and efficient removal of azo dye RR195 from textile wastewater using a Z-scheme silver vanadate/graphene oxide: Optimization, photocatalytic mechanism, and antibacterial activity z -方案钒酸银/氧化石墨烯快速高效去除纺织废水中的偶氮染料RR195:优化、光催化机理及抗菌活性
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-21 DOI: 10.1016/j.jwpe.2026.109536
Giang H. Le , Duong A. Thanh , Trang T.T. Pham , Quang Vinh Tran , Nhiem Ngoc Dao , Kien Trung Nguyen , Trang T.T. Quan
Azo dye pollution and the increasing prevalence of pathogenic bacteria pose serious challenges to public health and ecosystems. Therefore, the development of a multifunctional catalytic material system capable of both degrading persistent substrates and effectively eliminating bacteria is highly necessary. This study presents the rapid and highly efficient removal of the azo dye RR195 using a ternary Z-scheme heterojunction nanocomposite, Ag4V2O7/Ag3VO4/GO (AVGZ), synthesized via a microwave-assisted co-precipitation route. Structural and morphological analyses (XRD, TEM, EDS) confirmed the coexistence of Ag4V2O7 and Ag3VO4 phases on GO, while BET, PL, UV–Vis DRS, and photocurrent tests revealed enhanced charge separation and transfer. Photocatalytic performance was optimized by response surface methodology (RSM-BBD), yielding a statistically significant quadratic model (R2 = 0.933; Adj-R2 = 0.84), with catalyst dosage identified as the dominant factor (63.38%). Under optimal conditions (0.48 g/L catalyst, pH 5.52, RR195 concentration of 50 mg/L, 72 min), AVGZ achieved 97.5% decolorization, surpassing Ag3VO4/GO (94.8%), while maintaining a low operational cost of 12.40 USD for the removal of 1 kg of dye. The Z-scheme mechanism was validated as superior to type-II heterojunctions, where •O2 radicals cleave azo bonds, and •OH radicals together with h+ drive deep oxidation and complete mineralization. Additionally, AVGZ exhibited strong antibacterial activity against Gram-negative bacteria and yeast, attributed to its Z-scheme configuration and GO support, which broaden visible light absorption, enhance electron transport, suppress recombination, and promote reactive oxygen species generation.
偶氮染料污染和致病菌的日益流行对公共卫生和生态系统构成严重挑战。因此,开发一种既能降解持久性底物又能有效去除细菌的多功能催化材料体系是非常必要的。采用微波共沉淀法合成了Ag4V2O7/Ag3VO4/GO (AVGZ)三元异质结纳米复合材料,快速高效地去除偶氮染料RR195。结构和形态分析(XRD, TEM, EDS)证实了氧化石墨烯上Ag4V2O7和Ag3VO4相的共存,而BET, PL, UV-Vis DRS和光电流测试显示了增强的电荷分离和转移。采用响应面法(RSM-BBD)对光催化性能进行优化,得到具有统计学意义的二次模型(R2 = 0.933; Adj-R2 = 0.84),催化剂用量是影响光催化性能的主要因素(63.38%)。在最佳条件下(催化剂0.48 g/L, pH 5.52, RR195浓度50 mg/L, 72 min), AVGZ脱色率达到97.5%,超过Ag3VO4/GO(94.8%),同时保持较低的操作成本(每公斤染料脱色12.40美元)。z -方案机制优于ii型异质结,其中•O2−自由基分裂偶氮键,•OH自由基与h+一起驱动深度氧化和完全矿化。此外,AVGZ对革兰氏阴性菌和酵母菌表现出较强的抗菌活性,这是由于其z型结构和氧化石墨烯的支持,可以扩大可见光吸收,增强电子传递,抑制重组,促进活性氧的产生。
{"title":"Rapid and efficient removal of azo dye RR195 from textile wastewater using a Z-scheme silver vanadate/graphene oxide: Optimization, photocatalytic mechanism, and antibacterial activity","authors":"Giang H. Le ,&nbsp;Duong A. Thanh ,&nbsp;Trang T.T. Pham ,&nbsp;Quang Vinh Tran ,&nbsp;Nhiem Ngoc Dao ,&nbsp;Kien Trung Nguyen ,&nbsp;Trang T.T. Quan","doi":"10.1016/j.jwpe.2026.109536","DOIUrl":"10.1016/j.jwpe.2026.109536","url":null,"abstract":"<div><div>Azo dye pollution and the increasing prevalence of pathogenic bacteria pose serious challenges to public health and ecosystems. Therefore, the development of a multifunctional catalytic material system capable of both degrading persistent substrates and effectively eliminating bacteria is highly necessary. This study presents the rapid and highly efficient removal of the azo dye RR195 using a ternary <em>Z</em>-scheme heterojunction nanocomposite, Ag<sub>4</sub>V<sub>2</sub>O<sub>7</sub>/Ag<sub>3</sub>VO<sub>4</sub>/GO (AVGZ), synthesized via a microwave-assisted co-precipitation route. Structural and morphological analyses (XRD, TEM, EDS) confirmed the coexistence of Ag<sub>4</sub>V<sub>2</sub>O<sub>7</sub> and Ag<sub>3</sub>VO<sub>4</sub> phases on GO, while BET, PL, UV–Vis DRS, and photocurrent tests revealed enhanced charge separation and transfer. Photocatalytic performance was optimized by response surface methodology (RSM-BBD), yielding a statistically significant quadratic model (R<sup>2</sup> = 0.933; Adj-R<sup>2</sup> = 0.84), with catalyst dosage identified as the dominant factor (63.38%). Under optimal conditions (0.48 g/L catalyst, pH 5.52, RR195 concentration of 50 mg/L, 72 min), AVGZ achieved 97.5% decolorization, surpassing Ag<sub>3</sub>VO<sub>4</sub>/GO (94.8%), while maintaining a low operational cost of 12.40 USD for the removal of 1 kg of dye. The <em>Z</em>-scheme mechanism was validated as superior to type-II heterojunctions, where •O<sub>2</sub><sup>−</sup> radicals cleave azo bonds, and •OH radicals together with h<sup>+</sup> drive deep oxidation and complete mineralization. Additionally, AVGZ exhibited strong antibacterial activity against Gram-negative bacteria and yeast, attributed to its <em>Z</em>-scheme configuration and GO support, which broaden visible light absorption, enhance electron transport, suppress recombination, and promote reactive oxygen species generation.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109536"},"PeriodicalIF":6.7,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Highly efficient chromium removal by magnetic nitrogen containing carbon-based composite featuring cross-linking networks 具有交联网络的磁性含氮碳基复合材料高效除铬
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-20 DOI: 10.1016/j.jwpe.2026.109503
Kaige Gao , Jun Li , Yang Jin , Jiang Pu , Yujing Ma , Tianliang Zhang , Houmin Luo
The magnetic nano‑carbon (MNC) prepared by one-step pyrolysis of ZIF-67 is modified by simulating the dopamine polymerization reaction, thereby constructing a porous network magnetic composite (MNC-PEI/TA3) with rich active groups for efficient removal of chromium (Cr(VI)) in wastewater. Concentrating on addressing the challenges of polymer leaching and low utilization of functional groups commonly encountered in surface modification. Tannic acid (TA) exhibits dual functionality in the composite system, which acts as a green crosslinker to immobilize amino-rich polyethylenimine(PEI) on MNC, and provides phenolic hydroxyl groups for Cr(VI) reduction. Integrated with the intrinsic adsorption capacity of the MNC substrate, this multi-layered architecture enables a synergistic adsorption mechanism. MNC-PEI/TA3 exhibits outstanding Cr(VI) adsorption capacity (791.48 mg·g-1 within 90 min) and excellent magnetic separability. The Cr(VI) adsorption process by MNC-PEI/TA3 mainly includes electrostatic adsorption and the redox reaction. Notably, the adsorbent demonstrates high selectivity for Cr(VI) in the presence of competing ions. Meanwhile, MNC-PEI/TA3 exhibits substantial adsorption capacity through 8 consecutive regeneration cycles. The removal mechanism transitions with cycling from adsorption-dominated to increasingly reduction-driven, demonstrating the composite's adaptive functionality. Hence, with high efficiency, facile recovery, and a green fabrication route, MNC-PEI/TA3 is expected to become a promising Cr (VI) adsorbent in heavy metal polluted water.
通过模拟多巴胺聚合反应对ZIF-67一步热解制备的磁性纳米碳(MNC)进行改性,构建了具有丰富活性基团的多孔网状磁性复合材料(MNC- pei /TA3),可高效去除废水中的铬(Cr(VI))。专注于解决聚合物浸出和表面改性中常见的官能团利用率低的挑战。单宁酸(TA)在复合体系中表现出双重功能,作为绿色交联剂将富氨基聚乙烯亚胺(PEI)固定在MNC上,并为Cr(VI)还原提供酚羟基。结合MNC基板固有的吸附能力,这种多层结构实现了协同吸附机制。MNC-PEI/TA3具有优异的Cr(VI)吸附能力(90 min内吸附量为791.48 mg·g-1)和优异的磁可分离性。MNC-PEI/TA3吸附Cr(VI)的过程主要包括静电吸附和氧化还原反应。值得注意的是,在竞争离子存在下,吸附剂对Cr(VI)表现出高选择性。同时,MNC-PEI/TA3在连续8次再生循环中表现出较强的吸附能力。去除机制随着循环从吸附为主转变为越来越多的还原驱动,证明了复合材料的自适应功能。因此,MNC-PEI/TA3具有高效、易于回收和绿色制备的特点,有望成为重金属污染水体中Cr (VI)的吸附剂。
{"title":"Highly efficient chromium removal by magnetic nitrogen containing carbon-based composite featuring cross-linking networks","authors":"Kaige Gao ,&nbsp;Jun Li ,&nbsp;Yang Jin ,&nbsp;Jiang Pu ,&nbsp;Yujing Ma ,&nbsp;Tianliang Zhang ,&nbsp;Houmin Luo","doi":"10.1016/j.jwpe.2026.109503","DOIUrl":"10.1016/j.jwpe.2026.109503","url":null,"abstract":"<div><div>The magnetic nano‑carbon (MNC) prepared by one-step pyrolysis of ZIF-67 is modified by simulating the dopamine polymerization reaction, thereby constructing a porous network magnetic composite (MNC-PEI/TA<sub>3</sub>) with rich active groups for efficient removal of chromium (Cr(VI)) in wastewater. Concentrating on addressing the challenges of polymer leaching and low utilization of functional groups commonly encountered in surface modification. Tannic acid (TA) exhibits dual functionality in the composite system, which acts as a green crosslinker to immobilize amino-rich polyethylenimine(PEI) on MNC, and provides phenolic hydroxyl groups for Cr(VI) reduction. Integrated with the intrinsic adsorption capacity of the MNC substrate, this multi-layered architecture enables a synergistic adsorption mechanism. MNC-PEI/TA<sub>3</sub> exhibits outstanding Cr(VI) adsorption capacity (791.48 mg·g-1 within 90 min) and excellent magnetic separability. The Cr(VI) adsorption process by MNC-PEI/TA<sub>3</sub> mainly includes electrostatic adsorption and the redox reaction. Notably, the adsorbent demonstrates high selectivity for Cr(VI) in the presence of competing ions. Meanwhile, MNC-PEI/TA<sub>3</sub> exhibits substantial adsorption capacity through 8 consecutive regeneration cycles. The removal mechanism transitions with cycling from adsorption-dominated to increasingly reduction-driven, demonstrating the composite's adaptive functionality. Hence, with high efficiency, facile recovery, and a green fabrication route, MNC-PEI/TA<sub>3</sub> is expected to become a promising Cr (VI) adsorbent in heavy metal polluted water.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109503"},"PeriodicalIF":6.7,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fluidized-bed crystallization of Li3PO4 from dilute lithium solutions at ambient temperature: Mechanistic insights and process implications 常温下稀锂溶液中Li3PO4的流化床结晶:机理和工艺意义
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-20 DOI: 10.1016/j.jwpe.2026.109548
Heng-Sheng Chen, Jui-Yen Lin
Recovery of lithium from dilute streams generated during lithium-ion battery recycling is essential for sustainable resource management. In this study, lithium phosphate (Li3PO4), a direct precursor of lithium iron phosphate, was recovered via fluidized-bed crystallization (FBC) at ambient temperature. Despite its low solubility, Li3PO4 precipitation is kinetically hindered by a homogeneous nucleation barrier, which can be bypassed by seeding. At a seed dosage of 5 g L−1, 80% of lithium was recovered within 30 min with an initial lithium level of 1 g L−1, compared with only 15% without seeds. The effects of initial lithium concentration, pH, seed dosage, and anions were systematically investigated. Kinetic analysis based on the surface reaction rate and degree of supersaturation revealed that Li3PO4 crystallization follows a two-dimensional (2D) nucleation mechanism, in which active sites form only under highly supersaturated conditions. Guided by these mechanistic insights, a single-pass fluidized-bed crystallizer (SP-FBC) was developed to sustain high supersaturation without dilution by reflux, achieving 70% lithium recovery from a 1.5 g L−1 solution with a 15 min hydraulic retention time. This performance demonstrates an energy-efficient alternative to conventional evaporative precipitation of Li2CO3 and thermally driven multi-pass FBC of Li3PO4 at 70 °C.
从锂离子电池回收过程中产生的稀液中回收锂对于可持续资源管理至关重要。本研究采用常温流化床结晶(FBC)回收磷酸铁锂的直接前驱体磷酸锂(Li3PO4)。尽管Li3PO4的溶解度很低,但它的析出受到均匀成核屏障的动力学阻碍,这可以通过播种来绕过。在初始锂浓度为1 g L−1的情况下,当种子剂量为5 g L−1时,80%的锂在30分钟内被回收,而没有种子的情况下只有15%的锂被回收。系统地考察了锂离子初始浓度、pH、种子用量和阴离子的影响。基于表面反应速率和过饱和度的动力学分析表明,Li3PO4的结晶遵循二维成核机制,只有在高度过饱和的条件下才会形成活性位点。在这些机理的指导下,开发了一种单通道流化床结晶器(SP-FBC),以维持高过饱和而不通过回流稀释,从1.5 g L−1溶液中获得70%的锂回收率,水力保留时间为15分钟。这种性能证明了传统的Li2CO3蒸发沉淀和Li3PO4热驱动多道FBC在70°C下的节能替代方案。
{"title":"Fluidized-bed crystallization of Li3PO4 from dilute lithium solutions at ambient temperature: Mechanistic insights and process implications","authors":"Heng-Sheng Chen,&nbsp;Jui-Yen Lin","doi":"10.1016/j.jwpe.2026.109548","DOIUrl":"10.1016/j.jwpe.2026.109548","url":null,"abstract":"<div><div>Recovery of lithium from dilute streams generated during lithium-ion battery recycling is essential for sustainable resource management. In this study, lithium phosphate (Li<sub>3</sub>PO<sub>4</sub>), a direct precursor of lithium iron phosphate, was recovered <em>via</em> fluidized-bed crystallization (FBC) at ambient temperature. Despite its low solubility, Li<sub>3</sub>PO<sub>4</sub> precipitation is kinetically hindered by a homogeneous nucleation barrier, which can be bypassed by seeding. At a seed dosage of 5 g L<sup>−1</sup>, 80% of lithium was recovered within 30 min with an initial lithium level of 1 g L<sup>−1</sup>, compared with only 15% without seeds. The effects of initial lithium concentration, pH, seed dosage, and anions were systematically investigated. Kinetic analysis based on the surface reaction rate and degree of supersaturation revealed that Li<sub>3</sub>PO<sub>4</sub> crystallization follows a two-dimensional (2D) nucleation mechanism, in which active sites form only under highly supersaturated conditions. Guided by these mechanistic insights, a single-pass fluidized-bed crystallizer (SP-FBC) was developed to sustain high supersaturation without dilution by reflux, achieving 70% lithium recovery from a 1.5 g L<sup>−1</sup> solution with a 15 min hydraulic retention time. This performance demonstrates an energy-efficient alternative to conventional evaporative precipitation of Li<sub>2</sub>CO<sub>3</sub> and thermally driven multi-pass FBC of Li<sub>3</sub>PO<sub>4</sub> at 70 °C.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109548"},"PeriodicalIF":6.7,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Energy consumption optimization of bipolar membrane electrodialysis system for saline wastewater treatment 双极膜电渗析系统处理含盐废水的能耗优化
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-20 DOI: 10.1016/j.jwpe.2026.109492
Ying Liu , Yixin Liu , Zhimeng Li , Fei Yang , Huizhong Wang , Shichao Gong , Wenshan Guo , Xinbo Zhang
Bipolar membrane electrodialysis (BMED) is emerging as a promising strategy for saline wastewater remediation, offering significant environmental and economic benefits. However, its widespread application is hindered by high energy consumption, particularly in slightly scaled-up BMED setups. This study aims to minimize the energy consumption of the BMED process by optimizing key operational and structural parameters, including applied voltage, initial feed concentration, spacer configuration, and membrane type. The results indicate that the optimized BMED system operates stably for 480 min with an energy consumption of 4.22 kWh/kg NaOH produced, representing a 24% reduction compared to the non-optimized system. The improved spacer design, featuring a 50% wider water distribution trough, enhances ion migration and reduces fluid dynamic energy loss. Meanwhile, the acid-blocking AEM exhibits 14.6% lower electrical resistance and mitigates the decline in current efficiency caused by proton leakage. This study offers valuable guidance for optimizing BMED systems, demonstrating the feasibility of low-energy consumption BMED for practical saline wastewater treatment.
双极膜电渗析(BMED)作为一种有前景的含盐废水修复策略,具有显著的环境和经济效益。然而,它的广泛应用受到高能耗的阻碍,特别是在稍微放大的BMED装置中。本研究旨在通过优化关键操作和结构参数,包括施加电压、初始进料浓度、间隔配置和膜类型,最大限度地减少BMED过程的能耗。结果表明,优化后的BMED系统稳定运行480分钟,能耗为4.22 kWh/kg NaOH,与未优化的系统相比降低了24%。改进的隔水器设计,使配水槽宽50%,增强了离子迁移,减少了流体动力能量损失。同时,阻酸AEM的电阻降低了14.6%,减轻了质子泄漏引起的电流效率下降。该研究为优化BMED系统提供了有价值的指导,证明了低能耗BMED用于实际含盐废水处理的可行性。
{"title":"Energy consumption optimization of bipolar membrane electrodialysis system for saline wastewater treatment","authors":"Ying Liu ,&nbsp;Yixin Liu ,&nbsp;Zhimeng Li ,&nbsp;Fei Yang ,&nbsp;Huizhong Wang ,&nbsp;Shichao Gong ,&nbsp;Wenshan Guo ,&nbsp;Xinbo Zhang","doi":"10.1016/j.jwpe.2026.109492","DOIUrl":"10.1016/j.jwpe.2026.109492","url":null,"abstract":"<div><div>Bipolar membrane electrodialysis (BMED) is emerging as a promising strategy for saline wastewater remediation, offering significant environmental and economic benefits. However, its widespread application is hindered by high energy consumption, particularly in slightly scaled-up BMED setups. This study aims to minimize the energy consumption of the BMED process by optimizing key operational and structural parameters, including applied voltage, initial feed concentration, spacer configuration, and membrane type. The results indicate that the optimized BMED system operates stably for 480 min with an energy consumption of 4.22 kWh/kg NaOH produced, representing a 24% reduction compared to the non-optimized system. The improved spacer design, featuring a 50% wider water distribution trough, enhances ion migration and reduces fluid dynamic energy loss. Meanwhile, the acid-blocking AEM exhibits 14.6% lower electrical resistance and mitigates the decline in current efficiency caused by proton leakage. This study offers valuable guidance for optimizing BMED systems, demonstrating the feasibility of low-energy consumption BMED for practical saline wastewater treatment.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109492"},"PeriodicalIF":6.7,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrated photoelectrocatalysis and nanobubbles system for simultaneous nitrogenous removal and oxygenation in aquaculture wastewater management 水产养殖废水同时脱氮氧化的光电催化与纳米气泡集成系统
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-20 DOI: 10.1016/j.jwpe.2026.109461
Watcharapong Nareejun , Nuanlaor Yamao , Fatma Yalcinkaya , Sorapong Pavasupree , Chatchai Ponchio
Nitrogenous contaminants and insufficient dissolved oxygen (DO) remain critical challenges in recirculating aquaculture systems, necessitating integrated and energy-efficient water treatment strategies. The objective of this research was to develop and evaluate a hybrid photoelectrocatalysis-nanobubble (PEC-NB) system capable of simultaneously removing organic and nitrogenous pollutants while maintaining oxygen enrichment. Methods/analysis involved systematic investigation of process sequence (PEC versus NB order), applied bias potential (1.50–2.25 V), flow rate (1.5–2.0 L/min), and salinity (0.1–3.0% NaCl) to simulate freshwater, brackish water, and seawater conditions. Key findings show that a PEC-first configuration operated at 2.0 V and 2.0 L/min achieved complete removal of organic matter, ammonia, and nitrite within 30–60 min, increased DO from 3.03 to 6.16 mg/L and maintained elevated oxygen levels for nearly 4 h due to stable ~157 nm nanobubbles. Photoelectrochemically generated active chlorine acted as an effective co-oxidant, enabling nitrogen removal without intermediate nitrite or nitrate accumulation. The novelty of this work lies in the fully integrated PEC-NB platform that couples optimised photoelectrocatalytic oxidation with nanobubble-assisted oxygen retention, providing simultaneous nitrogen removal and sustained DO enrichment across varying salinities. This approach offers a scalable and environmentally sustainable improvement over conventional aquaculture water-treatment technologies.
含氮污染物和溶解氧不足(DO)仍然是循环水养殖系统面临的重大挑战,需要采取综合和节能的水处理战略。本研究的目的是开发和评估一种混合光电催化-纳米气泡(PEC-NB)系统,该系统能够同时去除有机和含氮污染物,同时保持氧的富集。方法/分析包括系统调查工艺顺序(PEC与NB顺序)、施加偏置电位(1.50-2.25 V)、流速(1.5-2.0 L/min)和盐度(0.1-3.0% NaCl),以模拟淡水、微咸水和海水条件。主要研究结果表明,在2.0 V和2.0 L/min条件下,PEC-first配置可在30-60 min内完全去除有机物、氨和亚硝酸盐,将DO从3.03 mg/L提高到6.16 mg/L,并通过稳定的~157 nm纳米气泡维持近4 h的高氧水平。光电化学生成的活性氯作为有效的共氧化剂,使氮的去除没有中间亚硝酸盐或硝酸盐的积累。这项工作的新颖之处在于完全集成的PEC-NB平台,该平台将优化的光电催化氧化与纳米气泡辅助氧保留结合在一起,在不同盐度下提供同步的氮去除和持续的DO富集。这种方法比传统水产养殖水处理技术提供了可扩展和环境可持续的改进。
{"title":"Integrated photoelectrocatalysis and nanobubbles system for simultaneous nitrogenous removal and oxygenation in aquaculture wastewater management","authors":"Watcharapong Nareejun ,&nbsp;Nuanlaor Yamao ,&nbsp;Fatma Yalcinkaya ,&nbsp;Sorapong Pavasupree ,&nbsp;Chatchai Ponchio","doi":"10.1016/j.jwpe.2026.109461","DOIUrl":"10.1016/j.jwpe.2026.109461","url":null,"abstract":"<div><div>Nitrogenous contaminants and insufficient dissolved oxygen (DO) remain critical challenges in recirculating aquaculture systems, necessitating integrated and energy-efficient water treatment strategies. The objective of this research was to develop and evaluate a hybrid photoelectrocatalysis-nanobubble (PEC-NB) system capable of simultaneously removing organic and nitrogenous pollutants while maintaining oxygen enrichment. Methods/analysis involved systematic investigation of process sequence (PEC versus NB order), applied bias potential (1.50–2.25 V), flow rate (1.5–2.0 L/min), and salinity (0.1–3.0% NaCl) to simulate freshwater, brackish water, and seawater conditions. Key findings show that a PEC-first configuration operated at 2.0 V and 2.0 L/min achieved complete removal of organic matter, ammonia, and nitrite within 30–60 min, increased DO from 3.03 to 6.16 mg/L and maintained elevated oxygen levels for nearly 4 h due to stable ~157 nm nanobubbles. Photoelectrochemically generated active chlorine acted as an effective co-oxidant, enabling nitrogen removal without intermediate nitrite or nitrate accumulation. The novelty of this work lies in the fully integrated PEC-NB platform that couples optimised photoelectrocatalytic oxidation with nanobubble-assisted oxygen retention, providing simultaneous nitrogen removal and sustained DO enrichment across varying salinities. This approach offers a scalable and environmentally sustainable improvement over conventional aquaculture water-treatment technologies.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109461"},"PeriodicalIF":6.7,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data-driven prediction and chemical optimization of wastewater treatment: A case study using bayesian optimization and SHAP interpretability 数据驱动的预测和废水处理的化学优化:使用贝叶斯优化和SHAP可解释性的案例研究
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-19 DOI: 10.1016/j.jwpe.2026.109539
Bernard Lassimo Diawara , Huiping Li , Jia Liu , Shuai Yang , Xiantao Feng , Weihai Pang , Yulin Tang
Wastewater treatment plants (WWTPs) require precise real-time technologies to maintain effluent quality while optimizing the chemical consumption under fluctuating influent conditions. This study proposes a Bayesian optimized ensemble machine learning (BO-EML) framework to predict various contaminants, optimize chemical dosages, and analyze economic costs of chemical dosing. The model employs three ensembles and three baseline models within a structured nested cross-validation (NCV) framework to optimize hyperparameters through Bayesian prediction of chemical oxygen demand (COD), biochemical oxygen demand (BOD), total nitrogen (TN), and total phosphorus (TP). A full-scale WWTP was examined as a case study, resulting in test R2 values of COD (XGBoost R2 = 0.899), BOD (Gradient Boosting R2 = 0.975), TN (XGBoost R2 = 0.837), and TP (Gradient Boosting R2 = 0.737), significantly surpassing the performance of linear and single-tree baseline models, respectively. The SHAP findings indicated that influent indicators and chemicals displayed variable directional effects based on the dosage and connection to additional process parameters. Economic optimization showed a 32.1% cost reduction while maintaining the removal efficiency and regulatory compliance in chemical dosing. Thus, this framework shows the potential for integrating data-driven prediction, interpretation, and cost-efficient optimization, which can serve for stable WWTP operations.
污水处理厂(WWTPs)需要精确的实时技术来保持出水质量,同时在波动的进水条件下优化化学品消耗。本研究提出了一个贝叶斯优化集成机器学习(BO-EML)框架来预测各种污染物,优化化学剂量,并分析化学剂量的经济成本。该模型在结构化嵌套交叉验证(NCV)框架内采用3个集成模型和3个基线模型,通过贝叶斯预测化学需氧量(COD)、生化需氧量(BOD)、总氮(TN)和总磷(TP),对超参数进行优化。以全尺寸WWTP为例,COD (XGBoost R2 = 0.899)、BOD(梯度增压R2 = 0.975)、TN (XGBoost R2 = 0.837)和TP(梯度增压R2 = 0.737)的测试R2值分别显著优于线性和单树基线模型。SHAP结果表明,进水指标和化学物质表现出不同的方向效应,这取决于剂量和与其他工艺参数的关系。经济优化表明,在保持去除效率和化学投加量符合规定的情况下,成本降低了32.1%。因此,该框架显示了集成数据驱动的预测、解释和成本效益优化的潜力,这可以为稳定的WWTP操作服务。
{"title":"Data-driven prediction and chemical optimization of wastewater treatment: A case study using bayesian optimization and SHAP interpretability","authors":"Bernard Lassimo Diawara ,&nbsp;Huiping Li ,&nbsp;Jia Liu ,&nbsp;Shuai Yang ,&nbsp;Xiantao Feng ,&nbsp;Weihai Pang ,&nbsp;Yulin Tang","doi":"10.1016/j.jwpe.2026.109539","DOIUrl":"10.1016/j.jwpe.2026.109539","url":null,"abstract":"<div><div>Wastewater treatment plants (WWTPs) require precise real-time technologies to maintain effluent quality while optimizing the chemical consumption under fluctuating influent conditions. This study proposes a Bayesian optimized ensemble machine learning (BO-EML) framework to predict various contaminants, optimize chemical dosages, and analyze economic costs of chemical dosing. The model employs three ensembles and three baseline models within a structured nested cross-validation (NCV) framework to optimize hyperparameters through Bayesian prediction of chemical oxygen demand (COD), biochemical oxygen demand (BOD), total nitrogen (TN), and total phosphorus (TP). A full-scale WWTP was examined as a case study, resulting in test R<sup>2</sup> values of COD (XGBoost R<sup>2</sup> = 0.899), BOD (Gradient Boosting R<sup>2</sup> = 0.975), TN (XGBoost R<sup>2</sup> = 0.837), and TP (Gradient Boosting R<sup>2</sup> = 0.737), significantly surpassing the performance of linear and single-tree baseline models, respectively. The SHAP findings indicated that influent indicators and chemicals displayed variable directional effects based on the dosage and connection to additional process parameters. Economic optimization showed a 32.1% cost reduction while maintaining the removal efficiency and regulatory compliance in chemical dosing. Thus, this framework shows the potential for integrating data-driven prediction, interpretation, and cost-efficient optimization, which can serve for stable WWTP operations.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109539"},"PeriodicalIF":6.7,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A spatial ZVI strategy boosts digestion performance and ammonium recovery through in-situ conductive mineral formation 空间ZVI策略通过原位导电矿物形成提高消解性能和铵回收
IF 6.7 2区 工程技术 Q1 ENGINEERING, CHEMICAL Pub Date : 2026-01-19 DOI: 10.1016/j.jwpe.2026.109537
Yuqi Gong , Xiaocheng Guo , Pingping Huang , Yangzhao Guo , Yikun Jiang , Fengzhi Jiang , Zhigang Ma , Siping Ji
To address the challenges of low acidification efficiency and difficult resource recovery in the anaerobic digestion (AD) of high-strength dairy wastewater (DW), this study developed a spatial regulation strategy using zero-valent iron (ZVI). Addition of ZVI to the fourth compartment of Anaerobic Baffled Reactor (ABR)-Up-flow Anaerobic Sludge Blanket (UASB) reactor system optimized the functional compartmentalization, thereby promoting acidogenic activity and stablizing nitrogen metabolism. This approach achieved a high chemical oxygen demand (COD) removal efficiency of 97.13%. Notably, it enhanced acetic acid synthesis in the ABR stage by 186.95% (to 60.03 mg/L), while reducing its concentration in the UASB effluent to 1.51 mg/L. Physicochemical characterization confirmed the in-situ formation of FeS minerals from ZVI corrosion, which facilitating a “mineral-biological” dual-pathway for electron transfer. Statistical correlation analysis identified ZVI as the primary driver, showing positive correlations with acetic acid (r = 0.58, p < 0.01) and Fe2+ (r = 0.64, p < 0.01). Simultaneously, the system efficiently converted organic nitrogen to ammonium (NH₄+), enabling the consistent recovery of effluent NH₄+ at 80.15 mg/L without inhibiting methanogenesis. Mechanistic investigations revealed that this strategy reduced sludge hydrophobicity via FeS-mediated charge neutralization, enriched functional microbes such as Chloroflexi (33.70%) and Methanothrix (80.43%). This microbial shift was supported by a concurrent increase in the predicted abundance of genes involved in acetic acid synthesis (K01905) and [Fe-S] cluster-containing methanogenic enzymes (K00526). This study provides a novel approach for the spatially optimized enhancement of anaerobic systems, improving the generation of energy precursors and facilitating resource recovery.
针对高强度乳制品废水(DW)厌氧消化(AD)中酸化效率低和资源回收困难的挑战,本研究开发了零价铁(ZVI)的空间调节策略。在厌氧折流板反应器(ABR)-上流式厌氧污泥毯(UASB)反应器系统的第4隔间中添加ZVI,优化了功能分区,从而促进了产酸活性,稳定了氮代谢。该方法的化学需氧量(COD)去除率高达97.13%。值得注意的是,它使ABR阶段的乙酸合成提高了186.95%(达到60.03 mg/L),同时将UASB出水中的乙酸浓度降低到1.51 mg/L。物理化学表征证实了ZVI腐蚀中原位形成的FeS矿物,这促进了电子转移的“矿物-生物”双途径。统计相关分析表明ZVI是主要驱动因素,与乙酸(r = 0.58, p < 0.01)和Fe2+ (r = 0.64, p < 0.01)呈正相关。同时,该系统有效地将有机氮转化为铵(NH₄+),在不抑制甲烷生成的情况下,以80.15 mg/L的浓度连续回收出水NH₄+。机理研究表明,该策略通过fes介导的电荷中和降低了污泥的疏水性,丰富了氯氟菌(33.70%)和甲烷菌(80.43%)等功能微生物。与醋酸合成(K01905)和含[Fe-S]簇的产甲烷酶(K00526)相关的基因丰度同时增加,也支持了这种微生物转变。该研究为厌氧系统的空间优化增强,提高能量前体的产生和促进资源回收提供了一种新的方法。
{"title":"A spatial ZVI strategy boosts digestion performance and ammonium recovery through in-situ conductive mineral formation","authors":"Yuqi Gong ,&nbsp;Xiaocheng Guo ,&nbsp;Pingping Huang ,&nbsp;Yangzhao Guo ,&nbsp;Yikun Jiang ,&nbsp;Fengzhi Jiang ,&nbsp;Zhigang Ma ,&nbsp;Siping Ji","doi":"10.1016/j.jwpe.2026.109537","DOIUrl":"10.1016/j.jwpe.2026.109537","url":null,"abstract":"<div><div>To address the challenges of low acidification efficiency and difficult resource recovery in the anaerobic digestion (AD) of high-strength dairy wastewater (DW), this study developed a spatial regulation strategy using zero-valent iron (ZVI). Addition of ZVI to the fourth compartment of Anaerobic Baffled Reactor (ABR)-Up-flow Anaerobic Sludge Blanket (UASB) reactor system optimized the functional compartmentalization, thereby promoting acidogenic activity and stablizing nitrogen metabolism. This approach achieved a high chemical oxygen demand (COD) removal efficiency of 97.13%. Notably, it enhanced acetic acid synthesis in the ABR stage by 186.95% (to 60.03 mg/L), while reducing its concentration in the UASB effluent to 1.51 mg/L. Physicochemical characterization confirmed the in-situ formation of FeS minerals from ZVI corrosion, which facilitating a “mineral-biological” dual-pathway for electron transfer. Statistical correlation analysis identified ZVI as the primary driver, showing positive correlations with acetic acid (<em>r</em> = 0.58, <em>p</em> &lt; 0.01) and Fe<sup>2+</sup> (<em>r</em> = 0.64, p &lt; 0.01). Simultaneously, the system efficiently converted organic nitrogen to ammonium (NH₄<sup>+</sup>), enabling the consistent recovery of effluent NH₄<sup>+</sup> at 80.15 mg/L without inhibiting methanogenesis. Mechanistic investigations revealed that this strategy reduced sludge hydrophobicity via FeS-mediated charge neutralization, enriched functional microbes such as Chloroflexi (33.70%) and Methanothrix (80.43%). This microbial shift was supported by a concurrent increase in the predicted abundance of genes involved in acetic acid synthesis (K01905) and [Fe-S] cluster-containing methanogenic enzymes (K00526). This study provides a novel approach for the spatially optimized enhancement of anaerobic systems, improving the generation of energy precursors and facilitating resource recovery.</div></div>","PeriodicalId":17528,"journal":{"name":"Journal of water process engineering","volume":"82 ","pages":"Article 109537"},"PeriodicalIF":6.7,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146023486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of water process engineering
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1