Article
Engineering, Environmental
Lurima U. S. Faria, Kaique S. G. C. Oliveira, Alyne B. Veroli, Jose M. Aquino, Luis A. M. Ruotolo
Summary: The study optimized the electrooxidation process by combining current modulation and turbulence promoters, significantly reducing energy consumption and shortening mineralization time. The results demonstrated the importance of using the combined approach of current modulation and turbulence promoters in improving efficiency for wastewater treatment.
CHEMICAL ENGINEERING JOURNAL
(2021)
Review
Materials Science, Multidisciplinary
You Xue, Xi Hu, Qian Sun, Hong-yang Wang, Hai-long Wang, Xin-mei Hou
Summary: Research has shown that non-active anodes exhibit higher degradation efficiency, less intermediate accumulation, and lower energy consumption in the treatment of phenolic compounds.
INTERNATIONAL JOURNAL OF MINERALS METALLURGY AND MATERIALS
(2021)
Article
Chemistry, Multidisciplinary
Sheng Li, Yingxue Cui, Rong Kang, Bobo Zou, Dickon H. L. Ng, Sherif A. El-Khodary, Xianhu Liu, Jingxia Qiu, Jiabiao Lian, Huaming Li
Summary: Introducing oxygen vacancies into Nb2O5 can enhance lithium storage capacity, improve rate capability, and cycling stability by providing more active sites and changing the electronic structure to boost electron/ion transport kinetics.
CHEMICAL COMMUNICATIONS
(2021)
Article
Chemistry, Physical
Stephanie Elizabeth Sandoval, John A. Lewis, Bairav S. Vishnugopi, Douglas Lars Nelson, Matthew M. Schneider, Francisco Javier Quintero Cortes, Christopher M. Matthews, John Watt, Mengkun Tian, Pavel Shevchenko, Partha P. Mukherjee, Matthew T. McDowell
Summary: Anode-free solid-state batteries offer improved safety and higher energy density due to the lack of active material at the anode. This study focuses on understanding the influence of alloy interfacial layers on the growth and removal of lithium during battery operation.
Article
Environmental Sciences
Abraham Deka, Suleiman Yakubu Bako, Huseyin Ozdeser, Mehdi Seraj
Summary: Through analyzing data from EU countries, the research finds that improving energy efficiency and developing renewable energy can reduce carbon emissions, but forest resources do not have a significant impact on carbon emissions.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
(2023)
Article
Multidisciplinary Sciences
Bicun Jiang, Fuqiang Liu, Yang Pan, Yan Tan, Chendong Shuang, Aimin Li
Summary: In this study, a novel Graphite-UiO-66(Zr)/Ti electrode was prepared and evaluated for the electrochemical oxidation degradation of Tetracycline (TC). The electrode exhibited higher electrochemical oxidation activity and achieved a higher TC removal efficiency compared to other electrodes. The optimized operating conditions were pH 5.0, 20 mA/cm² current density, and 0.1 M electrolyte. LC-MS analysis revealed the degradation pathway of TC by the Graphite-UiO-66(Zr)/Ti electrode. Additionally, the electrode showed efficient reusability and stability in removing antibiotics from water.
Article
Environmental Sciences
Dawany Dionisio, Manuel A. Rodrigo, Artur J. Motheo
Summary: Endocrine disrupting compounds (EDCs) are harmful pollutants frequently found in water resources that may interfere with hormone-controlled processes even at low concentrations. This study aimed to elucidate the interfering effects of two different target organic contaminants during electrochemical mediated process.
Article
Chemistry, Physical
Hao Dong, Wanqiang Chi, Ang Gao, Tianyu Xie, Bo Gao
Summary: In this study, the Ti/Ta2O5-IrO2 electrode was used for electrochemical degradation of tetracycline in water. Analysis of factors influencing the process revealed insights for safe and efficient degradation of TC using this electrode. UV-vis, TOC, and HPLC-MS analyses were conducted to study the degradation mechanism and pathways.
Article
Green & Sustainable Science & Technology
Ziqi Ning, Xiaoyue Duan, Yitong Li, Xuesong Zhao, Limin Chang
Summary: An electrocatalytic oxidation system with a CeO2-modified PbO2 anode was proposed for the degradation of PVC-MPs. The CeO2-PbO2 electrode showed better electrocatalytic activity and resulted in a significant weight loss of PVC-MPs. The study revealed the degradation mechanism of PVC-MPs.
JOURNAL OF CLEANER PRODUCTION
(2023)
Article
Chemistry, Analytical
Li Wang, Junbo Wang, Hua Pan, Mengyang Zhao, Jun Chen
Summary: In this study, Basic Fuchsin was decomposed by electrochemical oxidization and the kinetic parameters, dominant reaction routes, intermediates, energy cost evaluation, and biotoxicity were systematically discussed. The decolorization process was found to be a pseudo first-order reaction with different apparent rate constants at various temperatures. The main reaction processes included electropolymerization reaction, oxidation cleavage reaction, free radical reaction, and open ring reaction, resulting in decreased electrical energy consumption and reduced eco-toxicity of Basic Fuchsin.
JOURNAL OF ELECTROANALYTICAL CHEMISTRY
(2021)
Article
Engineering, Chemical
Jiaxin Tong, Zhiping Zhu, Mingpeng He, Pan Zhou, Yuankang Jiang, Zhenggang Wang
Summary: The study investigated the electrochemical degradation kinetics of cleaning wastewater containing EDTA and found that factors such as initial pH, electrode distance, current density, supporting electrolyte concentration, and H2O2 concentration greatly affect the degradation efficiency. Single-factor experiments showed that acidic pH and small electrode distance are beneficial, while high current density or excessive H2O2 concentration can reduce oxidation efficiency. Optimization was achieved at specific conditions with degradation constants determined.
SEPARATION AND PURIFICATION TECHNOLOGY
(2021)
Article
Materials Science, Multidisciplinary
Haojie Fei, Natalia Kazantseva, Viera Pechancova, Marek Jurca, David Skoda, Michal Urbanek, Pavel Urbanek, Michal Machovsky, Nikola Bugarova, Petr Saha
Summary: In this study, niobium oxides/carbon composites were prepared by calcining a niobium peroxo-PAA complex (NbPAA) precursor to improve the electric conductivity of Orthorhombic niobium pentoxide (T-Nb2O5). It was found that the calcination temperature played a crucial role in determining the chemical compositions of the obtained composites. At a medium temperature of 900 degrees C, the sample consisted of T-Nb2O5, monoclinic Nb2O5 (M-Nb2O5), amorphous carbon, and niobium dioxide (NbO2), exhibiting a good specific capacity and high-rate performance.
JOURNAL OF MATERIALS SCIENCE
(2022)
Article
Environmental Sciences
Xule Zhou, Qingqing Zhou, Haihua Chen, Jiade Wang, Zifeng Liu, Ruihao Zheng
Summary: The study investigated the effects of different methyl group positions on the benzene ring on the electrooxidation performance of dimethylphenol isomers. It was found that the molecular structure significantly influences the degradation kinetics and intermediate products of 2,4-DMP and 2,6-DMP.
SCIENCE OF THE TOTAL ENVIRONMENT
(2021)
Article
Environmental Sciences
Luyao Wang, Yue Liu, Di Pang, Haiou Song, Shupeng Zhang
Summary: In this study, Ti3+ and oxygen vacancies self-doped TiO2-x nanotube array electrodes were used to investigate the simultaneous degradation of antibiotics tetracycline and metronidazole in water. The results showed that the nanotube arrays prepared with a reduction time of 10 minutes exhibited the best degradation performance. When a mixed solution of tetracycline and metronidazole was simultaneously degraded, the removal rate reached 100% within 3 hours, with a chemical oxygen demand removal rate of 79.1%. The energy consumption was significantly reduced compared to the degradation of a single substance, and the current utilization rate of the electrochemical degradation system was also significantly improved, with a specific energy consumption of 85.78 kWh kg-1 and an average current efficiency of 20.2%.
Article
Materials Science, Multidisciplinary
Gefei Zhang, Kai Wang, Yanan Xu, Xudong Zhang, Qifan Peng, Yibo Ma, Shani Li, Xiong Zhang, Xianzhong Sun, Yanwei Ma
Summary: In this work, a simple method to fabricate free-standing 10 μm ultrathin Li metal anode is developed using a three-dimensional MnOx-coated CNT framework. The ultrathin Li composite anode exhibits a superior lifespan expanded to 2000 cycles in a symmetric cell and a better capacity and rate capability than that of bare Li anode in a full cell, fulfilling the requirements of high energy density and stable cycling life. Furthermore, a wave-shaped Li metal pouch cell based on the ultrathin Li composite anode demonstrates remarkable mechanical bending toleration and cyclic stability, showing great potential application in the field of flexible wearable devices.
ENERGY & ENVIRONMENTAL MATERIALS
(2023)
Article
Chemistry, Physical
Boqiang Gao, Yu Pan, Hu Yang
Summary: A novel composite sponge with enhanced performance in synergistic adsorption and photo-Fenton degradation of fluoroquinolones was successfully synthesized by loading a MoS2/Bi2S3/BiVO4 ternary photocatalyst onto a 3D lignosulfonate modified poly(vinyl formal) sponge. The composite sponge exhibited a wide applicable pH range and a reduced dosage of reactants, achieving efficient degradation of multiple fluoroquinolones in water.
APPLIED CATALYSIS B-ENVIRONMENTAL
(2022)
Article
Chemistry, Physical
Qianqian Chang, Boqiang Gao, Hu Yang
Summary: In this study, a novel composite adsorbent k-TAFe was designed and fabricated using a one-step method. The adsorption performance of k-TAFe in removing fluoroquinolones antibiotics (FQs) from water was systematically investigated. The results showed that the addition of kaolin particles synergistically enhanced the adsorption capacity of k-TAFe by fixing more Fe(III) ions on the adsorbent. The chelating effect due to Fe(III) played a key role in the adsorption process.
APPLIED CLAY SCIENCE
(2022)
Article
Engineering, Environmental
Ran Yang, Qianqian Chang, Na Li, Hu Yang
Summary: Sulfate radical-based advanced oxidation processes have gained attention in contaminated water treatment. Microscale zero-valent aluminum (mZVAl) is an excellent electron donor and can activate persulfate (PS). However, the natural oxide layer of mZVAl hinders electron transfer. In this study, a composite material consisting of mZVAl and Fe-bearing clay (mZVAl-NaNAu-2) was obtained through ball milling and showed excellent efficiency in degrading various organic contaminants in water.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Engineering, Environmental
Boqiang Gao, Yu Pan, Qianqian Chang, Zhonghua Xi, Hu Yang
Summary: In this study, sheet-like BiVO4 with a higher exposure ratio of {0 1 0} facets was synthesized with the addition of TiCl3, and a {01 0}BiVO4/Ag/CdS all-solid-state Z-scheme heterojunction was constructed. The {01 0}BiVO4/Ag/CdS showed enhanced synergistic adsorption and photodegradation performance for FQs in water.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Engineering, Environmental
Boqiang Gao, Qianqian Chang, Zhonghua Xi, Mayyada M. H. El-Sayed, Tamer Shoeib, Hu Yang
Summary: In this study, two environmentally-friendly macroscopically formal (PVF) composited sponges (PL and PLS) functionalized with lignin and lignosulfonate, respectively, were fabricated by a one-step mechanical foaming method. PLS showed a high adsorption capacity for removing seven antibiotics from water, attributed to its large specific surface area and the dominant role of electrostatic attraction in near neutral conditions. These composited sponges have the advantages of simple production, environmental-friendliness, convenient recycle, and low cost, making them potentially viable in treating real wastewater.
JOURNAL OF HAZARDOUS MATERIALS
(2022)
Article
Engineering, Environmental
Na Li, Boqiang Gao, Ran Yang, Hu Yang
Summary: The 3D composite aerogels composed of carboxymethyl cellulose and kappa-carrageenan showed excellent adsorption performance for the removal of fluoroquinolones from water. The optimized aerogels had a proper chemically cross-linked interpenetrating network structure, resulting in good mechanical properties and high swelling ratio. Electrostatic attraction was identified as the dominant interaction mechanism in the adsorption process.
FRONTIERS OF ENVIRONMENTAL SCIENCE & ENGINEERING
(2022)
Article
Environmental Sciences
Xinyu Hu, Pan Hu, Hu Yang
Summary: In this study, a series of binary graft cationic starch-based coagulants with different hydrophobicities and charge densities were prepared and their coagulation performance was tested in simulated polluted water. It was found that coagulants with higher charge densities and stronger hydrophobicities exhibited better coagulation performance.
Article
Engineering, Environmental
Boqiang Gao, Koukou Tao, Zhonghua Xi, Mayyada M. H. El-Sayed, Tamer Shoeib, Hu Yang
Summary: In this study, a novel 3D lignosulfonate composited PVF sponge impregnated by BiVO4/PANI/Ag ternary photocatalyst was fabricated and showed excellent performance in the adsorption and photodegradation of fluoroquinolones antibiotics. BiVO4/PANI/Ag was well-dispersed and tightly bound to the composited sponge, which efficiently degraded the adsorbed antibiotics through surface photodegradation. The photocatalyst achieved high removal efficiency for all examined antibiotics and maintained a steady performance in continuous dynamic treatment.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Engineering, Multidisciplinary
Jin JiaSheng, Xia Wei, Hu Pan, Yang Hu
Summary: In this study, a series of composite coagulants (atp-st-CTA) composed of a cationic starch (st-CTA) and attapulgite (ATP) were fabricated to effectively coagulate kaolin and Chlorella suspensions. The coagulation mechanisms of atp-st-CTA were investigated and it was found that the complete charge neutralization due to st-CTA and the enhanced sedimentation by ATP synergistically removed turbidity and algae from the water efficiently. This talented material has great potential in water treatment applications due to its advantages of environmental friendliness, low cost, and high efficiency.
SCIENCE CHINA-TECHNOLOGICAL SCIENCES
(2022)
Article
Environmental Sciences
Pan Hu, Kexin Su, Yibei Sun, Pengwei Li, Jun Cai, Hu Yang
Summary: This study systematically investigated the performance and mechanisms of using an etherified starch-based coagulant assisted by polysilicic acid for the coagulation of nano- and micro-sized plastic particles. The enhanced coagulation technique showed high efficiency in removing plastic particles from water and can be used in various water sources.
SCIENCE OF THE TOTAL ENVIRONMENT
(2022)
Article
Multidisciplinary Sciences
Shaohang Shen, Hua Wei, Yu Pan, Pan Hu, Hu Yang
Summary: Coagulation/flocculation is an effective method for improving sludge dewaterability. This study used a cationic modified starch-based flocculant (St-CTA) and attapulgite (ATP) to condition waste-activated sludge. The dewatering properties were measured and compared by varying the doses of St-CTA and ATP. The results showed that the combination of St-CTA and ATP could enhance the dewaterability of sludge and reduce the water content in the final sludge cake to below 80%.
SCIENTIFIC REPORTS
(2023)
Article
Engineering, Environmental
Na Li, Koukou Tao, Wei Xia, Chunwei Yu, Hu Yang
Summary: A novel organic-inorganic ternary hybrid aerogel, LN/MMT@cellulose, was designed and fabricated for the adsorptive removal of ciprofloxacin in water. LN/MMT@cellulose exhibited good adsorption ability towards ciprofloxacin at low concentrations, even in various water sources. The composite aerogel showed promising potential for the adsorptive removal of antibiotics in water treatment.
CHEMICAL ENGINEERING JOURNAL
(2023)
Article
Chemistry, Multidisciplinary
Jehan Abdel Salam, Amina A. Saleh, Toqa Taha El Nenaiey, Hu Yang, Tamer Shoeib, Mayyada M. H. El-Sayed
Summary: The study investigates the potential use of cape gooseberry husk as a biosorbent for removing pharmaceutical contaminants from water. The activated husk showed increased surface area, pore volume, and adsorption efficiency. It can be regenerated and reused for multiple cycles.
Article
Engineering, Environmental
Wei Xia, Yuyang Wang, Shaohang Shen, Hu Yang
Summary: Harmful algal blooms (HABs) in freshwater lakes and coastal water can be mitigated using a novel actinia-shaped composite coagulant (ATP@CS) comprised of cationic starch (CS) and attapulgite (ATP). The ATP@CS demonstrated superior performance in harvesting Microcystis aeruginosa with a maximum efficiency of over 98.0%. The presence of ATP in the coagulant improved settlement properties and larger, compact, durable, and rapidly regrown flocs were formed. ATP@CS has the potential to be an efficient and environmentally friendly coagulant for HAB removal, with enhanced settlement property, high ecological safety, notable HAB removal efficiency, low cost, and environment friendliness.
CHEMICAL ENGINEERING JOURNAL
(2023)
Article
Engineering, Chemical
Pan Hu, Yibei Sun, Pengwei Li, Wenxiao Ren, Jiachun Ren, Kexin Su, Jun Cai, Mayyada M. H. El-Sayed, Tamer Shoeib, Hu Yang
Summary: In this study, four starch-based coagulants were designed and fabricated, and their efficiency in removing nano-sized plastics from water was evaluated. The results showed that graft and partially hydrophobic starch-based coagulants exhibited better removal efficiency and produced more durable flocs compared to linear and hydrophilic coagulants. The findings highlight the importance of chain architecture and hydrophilicity in the design and selection of polymeric coagulants for efficient water treatment.
SEPARATION AND PURIFICATION TECHNOLOGY
(2023)
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)