Article
Engineering, Environmental
Siti Zu Nurain Ahmad, Wan Norharyati Wan Salleh, Nor Hafiza Ismail, Nur Aqilah Mohd Razali, Rafidah Hamdan, Ahmad Fauzi Ismail
Summary: The synthesis of novel ZIF-L/GO adsorbents with different loading percentages of GO has shown high adsorption capacities for Cd(II) and confirmed the adsorption mechanism through Langmuir isotherm and pseudo-second-order kinetic model.
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING
(2021)
Article
Engineering, Environmental
Xiaoliang Zhao, Xuezheng Yu, Xueyao Wang, Shoujuan Lai, Yuanyuan Sun, Dongjiang Yang
Summary: This review summarizes the recent progress in using metal-organic frameworks (MOFs) as adsorbents to remove heavy metal oxoanions from water, covering different types of oxoanions and adsorption mechanisms. MOFs, with advantages such as tunable porosity, high surface area, and abundant functional groups, are considered superior to conventional adsorbents.
CHEMICAL ENGINEERING JOURNAL
(2021)
Review
Chemistry, Inorganic & Nuclear
Guo-Rong Xu, Zi-Han An, Ke Xu, Qian Liu, Rasel Das, He-Li Zhao
Summary: The rapid industrial and agricultural expansion has led to severe heavy metal ion pollution, prompting the urgent need for removal. Advanced materials, such as metal-organic frameworks (MOFs), are being synthesized to overcome challenges in water purification. MOFs show great potential in adsorption due to their highly porous structure and large surface area.
COORDINATION CHEMISTRY REVIEWS
(2021)
Article
Engineering, Environmental
Lesley Joseph, Moutoshi Saha, Sewoon Kim, Byung-Moon Jun, Jiyong Heo, Chang Min Park, Min Jang, Joseph R. Flora, Yeomin Yoon
Summary: The study demonstrates that MIL-100(Fe) and MIL-101(Cr) are effective adsorbents for removing heavy metals from aqueous solution. Experimental data fits the Linear isotherm model and electrostatic interactions are identified as the dominant mechanism for the removal of Cu2+, Cd2+, and Pb2+.
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING
(2021)
Article
Engineering, Environmental
Md. Mahmudul Hassan Mondol, Sung Hwa Jhung
Summary: The review discusses the use of metal-organic frameworks for removing pesticides from aqueous solutions to alleviate environmental pollution. It highlights the importance of this method and suggests future research directions in the field.
CHEMICAL ENGINEERING JOURNAL
(2021)
Article
Engineering, Chemical
Shao-zhong Hu, Ting Huang, Nan Zhang, Yan-zhou Lei, Yong Wang
Summary: The discharge of wastewater rich in heavy metals and organic substances leads to ecosystem deterioration, environmental pollution, and food pollution. Metal organic frameworks (MOFs) are highly promising materials for wastewater treatment due to their large specific surface area and pore volume, as well as their structure designability. In this study, a novel adsorbent (PEI@UiO-66-NH2) was synthesized and it exhibited improved chemical stability and increased adsorption sites compared to common UiO-66-NH2. The adsorption behaviors of PEI@UiO-66-NH2 were systematically studied, and it was found that it can reach adsorption equilibrium within 5 minutes for Pb(II) and methyl orange (MO). The theoretical adsorption capacities for Pb(II) and MO were found to be 692.80 mg/g and 497.51 mg/g, respectively. The study also established dynamic theoretical adsorption models, providing guidance for scale-up experiments in wastewater treatment. PEI@UiO-66-NH2 showed excellent performance in recycling Pb(II) and MO, indicating its promising application in removing wastewater contaminants.
SEPARATION AND PURIFICATION TECHNOLOGY
(2022)
Article
Chemistry, Inorganic & Nuclear
Qiuping Fu, Jie Lou, Lei Peng, Rongbin Zhang, Shaoqi Zhou, Pan Wu, Wei Yan, Changli Mo, Jun Luo
Summary: This paper investigated the adsorption capacity of the MOFs material Fe-MIL-88NH(2) for removing heavy metal Pb2+ from wastewater. Results showed that Fe-MIL-88NH(2) exhibited good adsorption performance and recyclability, indicating its potential application in wastewater treatment.
JOURNAL OF SOLID STATE CHEMISTRY
(2021)
Article
Chemistry, Applied
Ahsan Abdul Ghani, Kamakshaiah Charyulu Devarayapalli, Bolam Kim, Youngsu Lim, Gyuhyeon Kim, Jiseon Jang, Dae Sung Lee
Summary: Sodium alginate (SA)-laden two-dimensional Ti3C2Tx MXene and MIL-101(Fe) composite materials were used for the removal of naproxen (NPX) through adsorption and electrochemical regeneration processes. The MX-embedded SA (MX@SA) showed higher NPX adsorption capacity compared to MIL-101(Fe)-embedded SA (MIL-101(Fe)@SA) and MX/MIL-101(Fe) composite embedded SA (MX/MIL-101(Fe)@SA). Optimum parameters for electrochemical regeneration were determined, enabling excellent regeneration over multiple cycles. The regeneration mechanisms involved indirect electro-oxidation and indirect oxidation processes.
CARBOHYDRATE POLYMERS
(2023)
Article
Environmental Sciences
Ye Li, Fuxin Gong, Wu Yang, Bingxin Liu
Summary: In this study, NPVMo@iPAF-1 with a specific surface area of 665 m2/g was successfully prepared and exhibited a high adsorption capacity for TCS removal. The mechanism of TCS adsorption onto NPVMo@iPAF-1 was investigated, and the material showed excellent regeneration performance.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
(2023)
Article
Engineering, Environmental
Xiaofeng Tang, Chengyun Zhou, Wu Xia, Yuntao Liang, Yuxi Zeng, Xiaoying Zhao, Weiping Xiong, Min Cheng, Ziwei Wang
Summary: Metal-organic framework (MOF) materials are regarded as promising adsorption materials for removing fluoride from water. This study reviews the synthesis of MOFs and their recent progress in aquatic defluoridation, classified according to the central metal ions. It provides an understanding of the effect factors for water remediation and analyzes the potential environmental application. The adsorption mechanism and evaluation of potential practical applications for fluoride removal by different MOFs are elucidated, and future research opportunities and prospects of MOF-based materials for fluoride removal are proposed.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Engineering, Environmental
Feng Zhao, Weixia Yang, Yong Han, Xueli Luo, Wenzhi Tang, Tianli Yue, Zhonghong Li
Summary: By developing a straightforward strategy involving standing time-controlled crystallization, amorphous Zr-MOG-12 was successfully synthesized with superb adsorption capacity for Pb(II) and excellent selectivity and reusability. Additionally, the transformation of amorphous Zr-MOG-12 to highly crystalline Zr-MOF' was achieved using glacial acetic acid as the crystallization promoter.
CHEMICAL ENGINEERING JOURNAL
(2021)
Review
Polymer Science
Thabiso C. Maponya, Katlego Makgopa, Thabang R. Somo, Kwena D. Modibane
Summary: The accumulation of toxic heavy metal ions is a global concern. Adsorption technology is a preferred method for their removal from wastewater due to its cost-effectiveness and simplicity. Metal-organic frameworks (MOFs) have been explored as potential adsorbents, but there is a need for efficient characterization techniques to understand their adsorption capabilities. This work reviews various techniques and analytical methods used for the characterization and quantification of heavy metal ions.
Article
Environmental Sciences
J. M. Queiros, H. Salazar, A. Valverde, G. Botelho, R. Fernandez de Luis, J. Teixeira, P. M. Martins, S. Lanceros-Mendez
Summary: This study developed a water filtering technology that is easily reactivable and reusable by immobilizing sorbents into a polymeric substrate. The immobilized sorbents exhibited excellent Cr(VI) adsorption capacity and the technology showed promising performance in treating real water effluents.
Article
Chemistry, Physical
Zhemin Xie, Sijie Diao, Ruizheng Xu, Guiyu Wei, Jianfeng Wen, Guanghui Hu, Tao Tang, Li Jiang, Xinyu Li, Ming Li, Haifu Huang
Summary: In this study, carboxylated graphene oxide (GO-COOH) and metal-organic framework (MOF-808) were successfully combined to form nanocomposites (GO-COOH/MOF-808) with excellent adsorption properties for heavy metal ions. The adsorption efficiency of GO-COOH/MOF-808 for Pb(II), Cd(II), Co(II), Ni(II), and Cu(II) was found to be 157.78 mg/g, 135.96 mg/g, 82.35 mg/g, 90.99 mg/g, and 91.49 mg/g, respectively. The study suggests that GO-COOH/MOF-808 is a promising adsorbent for heavy metal ion removal.
APPLIED SURFACE SCIENCE
(2023)
Review
Engineering, Chemical
Changyoon Jeong, Mohd Zahid Ansari, Abdul Hakeem Anwer, Soo-Hyun Kim, Abu Nasar, Mohd Shoeb, Fouzia Mashkoor
Summary: Highly porous metal-organic frameworks (MOF) are being explored as a potential material for capturing various hazardous organic and inorganic pollutants. This article discusses the performance of various modified MOF in removing toxic contaminants and the need for further research into their commercial viability and usability.
SEPARATION AND PURIFICATION TECHNOLOGY
(2023)
Article
Engineering, Environmental
Tao Yang, Sisi Wu, Chunping Liu, Yulei Liu, Haochen Zhang, Haijun Cheng, Lu Wang, Lin Guo, Yuying Li, Minchao Liu, Jun Ma
Summary: ROX can be efficiently degraded by UV/chlorine, with the highest degradation rate at pH 7.5, and over 98% of total As can be removed by ferrous after UV/chlorine treatment; cytotoxicity significantly increases during the degradation of ROX, but can be greatly reduced by the combination of UV/chlorine and adsorption.
ENVIRONMENTAL SCIENCE & TECHNOLOGY
(2021)
Article
Environmental Sciences
Xiaodong Xin, Wei Qiu
Summary: This study elucidated the microbial mechanism associated with bioelectricity output in microbial fuel cells (MFCs) fed with different substrates and proposed a schematic representation of cooperative interactions in anodic microbial consortia. The F/T liquid cultivated functional microbial groups for organics degradation and electrogenesis, while fermentation liquor fostered higher microbial diversity and electrogenesis efficiency.
SCIENCE OF THE TOTAL ENVIRONMENT
(2021)
Article
Engineering, Environmental
Shi-Qi Tian, Jing-Yao Qi, Yun-Peng Wang, Yu-Lei Liu, Lu Wang, Jun Ma
Summary: Biochar loaded with manganese and iron showed excellent catalytic ozonation activity, effectively removing atrazine with hydroxyl radicals as the main oxidant. The enhanced adsorption and decomposition of O-3 on the loaded biochar led to improved degradation pathways of atrazine, reducing toxicity of oxidation products significantly. This research indicates the great potential of Mn-loaded and Fe-loaded biochar for heterogeneous catalytic ozonation in water pollution treatment.
Article
Engineering, Environmental
Ying Cao, Wei Qiu, Juan Li, Yumeng Zhao, Jin Jiang, Suyan Pang
Summary: The UV/sulfite process in the presence of oxygen can serve as an advanced oxidation process by utilizing oxysulfur radicals to degrade organic compounds like IPM. Water quality parameters and inorganic iodine species affect the removal of IPM, and the transformation products from UV/sulfite under aerobic conditions are less toxic than those from direct UV photolysis.
Article
Engineering, Environmental
Hai-Yang He, Wei Qiu, Yu-Lei Liu, Hua-Rong Yu, Lu Wang, Jun Ma
Summary: Ferrate pre-oxidation was found to be effective in enhancing the FeCl3/ultrafiltration treatment of algae-laden source water, leading to disruption of algae cells, formation of algae-ferric floc, and degradation of algal extracellular organic matter. This treatment also improved membrane flux, reduced membrane resistance, and removed a significant amount of dissolved organic compounds and total nitrogen compared to conventional FeCl3/ultrafiltration treatment.
Article
Engineering, Environmental
Zhuo-Yu Li, Yu-Lei Liu, Pei-Nan He, Xin Zhang, Lu Wang, Hai-Teng Gu, Hao-Chen Zhang, Jun Ma
Summary: Hydroxylamine has been found to transform Fe(IV) into radicals (SO4 center dot- and center dot OH) during potential pollutants oxidation in Fe(II)/hydroxylamine/PDS system. Experimental results indicate that hydroxylamine promotes the production of SO4 center dot- significantly, while inhibiting the production of Fe(IV) as its concentration increases from 0.2 to 1.4 mM.
CHEMICAL ENGINEERING JOURNAL
(2021)
Article
Engineering, Environmental
Zhuang-Song Huang, Lu Wang, Yu-Lei Liu, Hong-Yan Zhang, Xiao-Na Zhao, Yang Bai, Jun Ma
Summary: This study elucidated the crucial role of ferrate self-decomposition in oxidation reactions and developed a mechanistic kinetics model to understand the involvement of Fe(V), Fe(VI), and Fe(IV) species in the oxidation of PMSO. Results showed that the Fe(V) species derived from ferrate self-decomposition contributed significantly to PMSO oxidation, while the oxidation pathways of Fe(VI) and Fe(V) were influenced by different factors. The findings suggest the general role of Fe(V) and the potential enhancement by Fe(III) during ferrate oxidation of micropollutants.
Article
Engineering, Chemical
Haicheng Jiang, Panpan Wang, Qi Zhao, Ziyue Wang, Xuejin Sun, Mansheng Chen, Bo Han, Jun Ma
Summary: This study presents a novel strategy to improve water flux and anti-fouling ability of gravity-driven membrane by fabricating a Polyvinylidene Fluoride (PVDF) ultrafiltration membrane with rigid pore structure using in-situ formed four-arms star polystyrene (FAS-PS) microspheres.
JOURNAL OF MEMBRANE SCIENCE
(2022)
Article
Engineering, Environmental
Xian-Shi Wang, Yu-Lei Liu, Li-Xu Xue, Heng Song, Xiang-Rui Pan, Zhe Huang, Shu-Yue Xu, Jun Ma, Lu Wang
Summary: Up to 15 disinfection byproducts (DBPs) were found in anthracite-filtered water, while DBPs were undetectable in water filtered with other materials. New anthracite-filtered water contained lower levels of dissolved organic carbon, dissolved organic nitrogen, and ammonia nitrogen compared to aged anthracite-filtered water. Organic carbon was released into the filtered water, with a small percentage being toxic and carcinogenic aromatic carbons.
ENVIRONMENTAL SCIENCE & TECHNOLOGY
(2023)
Article
Engineering, Environmental
Xiao-Na Zhao, Zhuang-Song Huang, Gui-Jing Wang, Yu-Lei Liu, Wei-Wei Song, Jun Ma, Lu Wang
Summary: Manganese ion (Mn(II)) in groundwater, caused by the contamination of molybdenum mining, inhibited the oxidation of organic pollutants by Fe(VI). However, it was found that the Fe(VI)/Mn(II) system significantly improved the oxidation efficiency of bisphenol compounds (BPA, BPF, AAP, and 4-tBP) at pH 7.0.
ENVIRONMENTAL SCIENCE & TECHNOLOGY
(2023)
Article
Environmental Sciences
Qingliang Liu, Jinan Zhu, Lu Wang, Xianshi Wang, Zhuangsong Huang, Feng Zhao, Jing Zou, Yulei Liu, Jun Ma
Summary: Microbes play a dominant role in the degradation of organic contaminants in the environment, yet there is still a lack of understanding regarding the degradation mechanism and the function of different species. This study explores the possible biodegradation of triclosan in a microbial fuel cell, investigating degradation kinetics, microbial community, and possible degradation products. Triclosan at a concentration of 5 mg/L could be degraded within 3 days, with an intermediate degradation product (2,4-dichlorophen) further degraded in the system. A total of 32 dominant bacteria (relative intensity >0.5%) were identified in the biofilm, and 10 possible degradation products were identified. By analyzing the potential bioreactions and degradation pathway based on the identified products, the biodegradation mechanism and function of the bacteria involved in triclosan degradation were clarified. This study provides valuable information for understanding the degradation mechanism of organic pollutants in mixed flora through analysis of the microbiome community and degradation pathway.
Article
Engineering, Environmental
Wei Shi, Xiaojing Liu, Yulei Liu, Dong Li, Xili Tong, Jun Ma, Lu Wang
Summary: The effect of a robust and easy-recovery catalyst, Fe2O3/Al2O3-SiC, for catalytic ozonation of hardly biodegradable COD in coking wastewater was explored. The catalyst showed a higher removal ratio of hard COD and generation speed of hydroxyl radical compared to ozonation alone. In a full-scale application, Fe2O3/Al2O3-SiC catalytic ozonation decreased ozone consumption and operation cost.
JOURNAL OF HAZARDOUS MATERIALS
(2023)
Article
Engineering, Environmental
Yunpeng Wang, Zijun Xiao, Yulei Liu, Wenjie Tian, Zhuangsong Huang, Xiaona Zhao, Lu Wang, Shaobin Wang, Jun Ma
Summary: This study found that carbon quantum dots (CQDs) played a significant role in the water purification process using Fe(VI) as a catalyst. CQDs facilitated direct electron transfer (DET) from organic pollutants to Fe(VI), improving the oxidation efficiency and alleviating the negative impact of solution pH and background constituents.
Article
Engineering, Environmental
Yu-Lei Liu, Yan-Ting Li, Lu Wang, Wei Wang, Jun Ma
Summary: Adding a low dosage of Mn(II) to the Fe(VI) oxidant significantly improved the removal efficiency of Tl. The formation of floc in the presence of Fe(VI) and Mn(II) facilitated the adsorption and removal of trace Tl efficiently.
ACS ES&T ENGINEERING
(2021)
Article
Engineering, Environmental
Xinping Zhang, Yuxin Guo, Xiaoyang Liu, Shun-Yu Wu, Ya-Xuan Zhu, Shao-Zhe Wang, Qiu-Yi Duan, Ke-Fei Xu, Zi-Heng Li, Xiao-Yu Zhu, Guang-Yu Pan, Fu-Gen Wu
Summary: This study develops a nanotrigger HCFT for simultaneous photodynamic therapy and light-triggered ferroptosis therapy. The nanotrigger can relieve tumor hypoxia, induce enhanced photodynamic reaction, and facilitate the continuation of Fenton reaction, ultimately leading to lethal ferroptosis in tumor cells.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Olumide Bolarinwa Ayodele, Toyin Daniel Shittu, Olayinka S. Togunwa, Dan Yu, Zhen-Yu Tian
Summary: This study focused on the semihydrogenation of acetylene in an ethylene-rich stream using two alloyed Pt catalysts PtCu and PtCo. The PtCu catalyst showed higher activity and ethylene yield compared to PtCo due to its higher unoccupied Pt d-orbital density. This indicates that alloying Pt with Cu is more promising for industrial relevant SHA catalyst.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Guowei Chen, Wen-Cheng Chen, Yaozu Su, Ruicheng Wang, Jia-Ming Jin, Hui Liang, Bingxue Tan, Dehua Hu, Shaomin Ji, Hao-Li Zhang, Yanping Huo, Yuguang Ma
Summary: This study proposes an intramolecular dual-locking design for organic luminescent materials, achieving high luminescence efficiency and performance for deep-blue organic light-emitting diodes. The material also exhibits unique mechanochromic luminescence behavior and strong fatigue resistance.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Joren van Stee, Gregory Hermans, Jinu Joseph John, Koen Binnemans, Tom Van Gerven
Summary: This work presents a continuous solvent extraction method for the separation of cobalt and nickel in a millifluidic system using Cyphos IL 101 (C101) as the extractant. The optimal conditions for extraction performance and solvent properties were determined by investigating the effects of channel length, flow rate, and temperature. The performance of a developed manifold structure was compared to a single-channel system, and excellent separation results were achieved. The continuous separation process using the manifold structure resulted in high purity cobalt and nickel products.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Yan Xu, Jingai Jiang, Xinyi Lv, Hui Li, Dongliang Yang, Wenjun Wang, Yanling Hu, Longcai Liu, Xiaochen Dong, Yu Cai
Summary: A programmed gas release nanoparticle was developed to address the challenges in treating diabetic infected wounds. It effectively removes drug-resistant pathogens and remodels the wound microenvironment using NO and H2S. The nanoparticle can eliminate bacteria and promote wound healing through antibacterial and anti-inflammatory effects.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Tong Xia, Zhilin Xi, Lianquan Suo, Chen Wang
Summary: This study investigated a highly efficient coal dust suppressant with low initial viscosity and high adhesion-solidification properties. The results demonstrated that the dust suppressant formed a network of multiple hydrogen bonding cross-linking and achieved effective adhesion and solidification of coal dust through various chemical reactions.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Jinzhi Cai, Zhenshan Li
Summary: A density functional theory-based rate equation was developed to predict the gas-solid reaction kinetics of CaO carbonation with CO2 in calcium looping. The negative activation energy of CaO carbonation close to equilibrium was accurately predicted through experimental validation.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Jianxiong Chen, Fuhao Ren, Ningning Yin, Jie Mao
Summary: This study presents an economically efficient and easily implementable surface modification approach to enhance the high-temperature electrical insulation and energy storage performance of polymer dielectrics. The self-assembly of high-insulation-performance boron nitride nanosheets (BNNS) on the film surface through electrostatic interactions effectively impedes charge injection from electrodes while promoting charge dissipation and heat transfer.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Zijian Li, Zhaohui Yang, Shao Wang, Hongxia Luo, Zhimin Xue, Zhenghui Liu, Tiancheng Mu
Summary: This study reports a strategy for upgrading polyester plastics into value-added chemicals using electrocatalytic methods. By inducing the targeted transfer of *OH species, polyethylene terephthalate was successfully upgraded into potassium diformate with high purity. This work not only develops an excellent electrocatalyst, but also provides guidance for the design of medium entropy metal oxides.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Navneet Singh Shekhawat, Surendra Kumar Patra, Ashok Kumar Patra, Bamaprasad Bag
Summary: This study primarily focuses on developing a sulphur dyeing process at room temperature using bacterial Lysate, which is environmentally friendly, energy and cost effective, and sustainable. The process shows promising improvements in dye uptake and fastness properties.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Dengjia Shen, Hongyang Ma, Madani Khan, Benjamin S. Hsiao
Summary: This study developed cationic PVC nanofibrous membranes with high filtration and adsorption capability for the removal of bacteria and hexavalent chromium ions from wastewater. The membranes demonstrated remarkable performance in terms of filtration efficiency and maximum adsorption capacity. Additionally, modified nanofibrous membranes were produced using recycled materials and showed excellent retention rates in dynamic adsorption processes.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Xiaoyan Wang, Zhikun Wang, Ben Jia, Chunling Li, Shuangqing Sun, Songqing Hu
Summary: Inspired by photosystem II, self-supported Fe-doped NiCoP nanowire arrays modified with carboxylate were constructed to boost industrial-level overall water splitting by employing the concerted proton-coupled electron transfer mechanism. The introduction of Fe and carboxyl ligand led to improved catalytic activity for HER and OER, and NCFCP@NF exhibited long-term durability for overall water splitting.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Pengyao Yu, Ge Yang, Yongming Chai, Lubomira Tosheva, Chunzheng Wang, Heqing Jiang, Chenguang Liu, Hailing Guo
Summary: Thin LTA zeolite membranes were prepared through secondary growth of nano LTA seeds in a highly reactive gel, resulting in membranes with superior permeability and selectivity in gas separation applications.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Baiqin Zhou, Huiping Li, Ziyu Wang, Hui Huang, Yujun Wang, Ruichun Yang, Ranran Huo, Xiaoyan Xu, Ting Zhou, Xiaochen Dong
Summary: The use of machine learning to predict the performance of specific adsorbents in phosphate adsorption shows great promise in saving time and revealing underlying mechanisms. However, the small size of the dataset and insufficient detailed information limits the model training process and the accuracy of results. To address this, the study employs a fuzzing strategy that replaces detailed numeric information with descriptive text messages on the physiochemical properties of adsorbents. This strategy allows the recovery of discarded samples with limited information, leading to accurate prediction of adsorption amount, capacity, and kinetics. The study also finds that phosphate uptake by adsorbents is generally through physisorption, with some involvement of chemisorption. The framework established in this study provides a practical approach for quickly predicting phosphate adsorption performance in urgent scenarios, using easily accessible information.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Paula Alejandra Lamprea Pineda, Joren Bruneel, Kristof Demeestere, Lisa Deraedt, Tex Goetschalckx, Herman Van Langenhove, Christophe Walgraeve
Summary: This study evaluates the use of four esterified fatty acids and three vegetable oils as absorption liquids for hydrophobic VOCs. The experimental results show that isopropyl myristate is the most efficient liquid for absorbing the target VOCs.
CHEMICAL ENGINEERING JOURNAL
(2024)