Article
Multidisciplinary Sciences
Jihua Hao, Winnie Liu, Jennifer L. Goff, Jeffrey A. Steadman, Ross R. Large, Paul G. Falkowski, Nathan Yee
Summary: The article discusses a photochemical mechanism of pyrite weathering that could have provided substantial amounts of sulfate to the oceans during the late Archean period. Experiments showed that pyrite grains exposed to UV light in anoxic ferrous iron solutions produced high concentrations of sulfate. Additional experiments with shale demonstrated that photochemically derived ferric iron could oxidize and dissolve sedimentary pyrite during chemical weathering. The results suggest that before the rise of atmospheric oxygen, oxidative pyrite weathering on Archean continents was controlled by sunlight exposure.
Article
Chemistry, Physical
Pengyang Zhang, Yucheng Wang, Yuzhe You, Jiayin Yuan, Zhiyou Zhou, Shigang Sun
Summary: The main generation pathway of (OH)-O· radical during the acidic ORR was identified as the electrochemical reduction of H2O2 process, but a third unknown pathway appeared above 30 degrees Celsius, which provides a basis for developing radical elimination strategies to stabilize Fe/N/C ORR catalysts or catalyst layers in PEMFCs in the future.
JOURNAL OF PHYSICAL CHEMISTRY LETTERS
(2021)
Review
Nutrition & Dietetics
Xiya Zhao, Xu Zhang, Teng Xu, Junjie Luo, Yongting Luo, Peng An
Summary: Lactoferrin supplementation has superior effects on serum iron, ferritin, and hemoglobin concentration compared to ferrous sulfate. However, it has a reducing effect on fractional iron absorption and IL-6 levels.
Article
Environmental Sciences
Cong Liang, Linbo Qian, Hangyu Li, Xinzhu Dong, Tao Zheng, Mengfang Chen
Summary: This study investigated the activation of H2O2 by synthesized magnetite (Fe3O4) and greigite (Fe3S4), revealing that iron sulfides have better activation effects on the removal of organic contaminants. This is attributed to the significant roles of sulfur and sulfur vacancies in regulating the dissolution of ferrous iron ions.
Article
Engineering, Environmental
Xiaofan Yang, Changyong Zhang, Xinran Zhang, Shaoyu Deng, Xiang Cheng, T. David Waite
Summary: This study investigated the crystallization of vivianite in the presence of dissolved oxygen (DO) at pHs 5-7. The results showed that DO had a significant impact on the crystallization process, which was highly pH-dependent. At pH 5, slow crystallization with highly crystalline vivianite was observed, but the P removal efficiency was only 30-40%. At pH 6 and 7, the removal of P from the solution was more effective (to >90%), but the efficiency decreased when FeII oxidation became more severe.
ENVIRONMENTAL SCIENCE & TECHNOLOGY
(2023)
Article
Engineering, Environmental
Chenglong Yu, Yuxi Lu, Yanting Zhang, Ao Qian, Peng Zhang, Man Tong, Songhu Yuan
Summary: This study investigated the production of hydroxyl radicals (.OH) from solid humic acid during oxidation. The results demonstrated that solid humic acid transferred electrons to oxygen, leading to the generation of .OH. The modeling results also confirmed that reduced solid organic matter played a significant role in .OH production.
ENVIRONMENTAL SCIENCE & TECHNOLOGY
(2022)
Article
Engineering, Environmental
Yiqun Chen, Baitian Zeng, Lingxuan Lai, Liting Luo, Pengchao Xie, Qing Shao, Zizheng Liu, Jun Ma
Summary: In this study, FeO was used to construct an advanced oxidation process for sulfite (S(IV)) activation. The performance of the FeO/S(IV) system was investigated using the antidepressant fluoxetine (FLX) as the target. The results showed that up to 84.4% of FLX could be rapidly eliminated under optimized reaction conditions. The activation of S(IV) was found to be primarily attributed to the released Fe2+ from FeO. The study also proposed a degradation pathway for FLX and demonstrated the reusability and applicability of the FeO/S(IV) system in real water.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Chemistry, Physical
Bowen Yang, Sae-In Suh, Jeonggil Lee, Hwa-Soo Ryoo, So-Young Ham, Jaesung Kim, Young-Jin Ko, Heesoo Woo, Jaemin Choi, Hyung-Suk Oh, Sang-Hoon Lee, Hee-Deung Park, Man Jae Kwon, Hongshin Lee, Jaesang Lee
Summary: This study demonstrated the superior performance of biogenic sulfidated iron (B-FeS) produced via anaerobic digestion of Desulfovibrio desulfuricans in activating peroxides compared to chemically prepared iron activators. The presence of high-valent iron species in all iron/peroxide systems acted as a secondary oxidant, with a more pronounced contribution when using PDS and B-FeS. Microbial sulfidation as a catalyst regeneration strategy effectively recovered the peroxide activation capacity of oxidized B-FeS.
APPLIED CATALYSIS B-ENVIRONMENTAL
(2022)
Article
Engineering, Environmental
Shui-Wen Chang Chien, Hsiou-Hsuan Wang, Yueh-Min Chen, Ming-Kuang Wang, Cheng-Chung Liu
Summary: The study compared the metal extraction capabilities of nine chemical reductants in heavy metal-contaminated soils, finding that sodium dithionite solutions had higher rates of removing Cr, Cu, and Zn compared to other reductants. Additionally, the addition of dissolved organic carbon further increased the removal of heavy metals by complexation.
JOURNAL OF HAZARDOUS MATERIALS
(2021)
Article
Engineering, Environmental
Jiaming Liu, Zhangwei Yao, Genping Qiu, Yinhua Wan, Weijie Song, Huifeng Zeng, Feifei Yang, Da Zhao, Wenjing Yuan, Peihai Ju, Ruixi Lin, Hengcheng Zhou, Lili Shi, Kang Hu
Summary: Defected porous carbon is developed to sustainably release ROS for the effective degradation of antibiotics, achieving a removal rate of 98% for common antibiotics.
CHEMICAL ENGINEERING JOURNAL
(2023)
Article
Soil Science
Ruixia Han, Jitao Lv, Suhuan Zhang, Zhe Wang, Gang Li, Shuzhen Zhang
Summary: This study investigates the microbial reduction of iron and the production of reactive oxygen species (ROS) in soils. The results show sustained production of hydroxyl radicals (·OH) during redox cycles, which is positively correlated to the content of bio-reduced Fe(II). Furthermore, the study suggests that dithionite extractable Fe can serve as an indicator to evaluate the potential of ·OH production.
Article
Chemistry, Multidisciplinary
Ghorban Asgari, Abdolmotaleb Seid-Mohammadi, Mohammad Reza Samargandi, Reza Jamshidi
Summary: The study investigated the applicability of the DTN/PS process for degrading PCP in aqueous solutions. Results showed that at optimal conditions, 97.28% of PCP was removed, with COD and TOC removal rates of 75.2% and 41% respectively. ANOVA analysis indicated that PS was the most effective agent in PCP removal in the DTN/PS process.
ARABIAN JOURNAL OF CHEMISTRY
(2021)
Article
Nutrition & Dietetics
Shasta McMillen, Bo Lonnerdal
Summary: Iron supplementation in rat pups significantly increased body iron stores without affecting CNS mineral interactions, iron regulation, or myelination, suggesting that the source of iron may influence brain size. Further studies are needed to investigate the effects of different forms of iron on neurodevelopment in order to optimize iron recommendations for all infants.
Article
Environmental Sciences
Xingya Wei, Changjun Li, Naiyun Gao
Summary: This study demonstrated that sulfate radical produced from persulfate by zero-valent iron can effectively degrade acyclovir. The optimal degradation conditions were identified and the main degradation pathways and intermediates were proposed. Although the mineralization rate was not high, ZVI/PS oxidation was proven to be a viable treatment method for acyclovir-induced water pollution.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
(2022)
Article
Engineering, Environmental
Zhuoyue Wang, Ji Li, Wei Song, Rui Ma, Jingxin Yang, Xiaolei Zhang, Fan Huang, Wenyi Dong
Summary: The study reveals that chlorine dioxide can activate bisulfite and provides a method for effectively degrading refractory organic contaminants.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Engineering, Environmental
Wei Song, Ji Li, Xiaolei Zhang, Caixia Fu, Zhihong Wang, Zhuoyue Wang
Summary: This study applied ClO2 preoxidation-assisted coagulation/precipitation process to improve raw water quality, especially for algae, turbidity, and explore the formation mechanisms of inorganic by-products. It was found that the optimal dosages of polymeric aluminum chloride (PAC) and ClO2 were 10 mg/L and 0.8 mg/L respectively, showing the best raw water treatment performance.
ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
(2022)
Article
Engineering, Environmental
Wei Song, Yuxin Zhou, Zhuoyue Wang, Ji Li, Xiaolei Zhang, Caixia Fu, Xing Du, Zhihong Wang, Wenhui Qiu
Summary: The study found that the Fe2+ and dithionite activated PDS system has higher efficiency in degrading SMX, and is effective at near-neutral pH. SO4.- and .OH were identified as the dominant reactive species, with functional groups playing a key role in SMX degradation.
JOURNAL OF HAZARDOUS MATERIALS
(2022)
Article
Engineering, Environmental
Zhuoyue Wang, Ji Li, Wei Song, Rui Ma, Jingxin Yang, Xiaolei Zhang, Fan Huang, Wenyi Dong
Summary: The study reveals that chlorine dioxide can activate bisulfite and provides a method for effectively degrading refractory organic contaminants.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Engineering, Environmental
Qiao Wang, Yan Jiang, Shurong Yang, Jinyan Lin, Jiahong Lu, Wei Song, Shijun Zhu, Zhihong Wang
Summary: The Fe/Fe3O4@CPPy nanocomposites with excellent catalytic performance in peroxymonosulfate (PMS) activation were synthesized and evaluated. The nanocomposites exhibited high activity and selective oxidation capacity over a wide temperature and pH range, and a dual activation mechanism was unveiled.
CHEMICAL ENGINEERING JOURNAL
(2022)
Article
Environmental Sciences
Zhuoyue Wang, Wei Song, Ji Li, Xiaolei Zhang, Hongjie Wang
Summary: In this study, dithionite was used to degrade Tetrabromobisphenol A under anaerobic conditions with nitrate as the reaction terminator. The optimization of reaction parameters and the degradation pathways were investigated. The results provide a convenient way to degrade TBBPA.
JOURNAL OF ENVIRONMENTAL MANAGEMENT
(2022)
Article
Chemistry, Analytical
Juan Peng, Lei Zhao, Qiaoru Wang, Wei Song, Zhuoyue Wang, Ji Li, Xiaolei Zhang, Fang Yuan
Summary: Organic loading rate and dissolved oxygen concentration are important parameters influencing the stability of aerobic granular sludge (AGS) systems. This study found that under suitable operating conditions, AGS systems showed high removal efficiency of chemical oxygen demand, ammonia nitrogen, and total nitrogen in wastewater.
Article
Environmental Sciences
Wanying Xie, Wei Song, Ji Li, Xiaolei Zhang, Wenyi Dong, Feiyun Sun
Summary: This study investigated the use of PVDF-TiO2 membrane in two filtration modes (direct membrane filtration and pre-oxidation assisted membrane filtration) for treating micro-polluted raw water. The results showed that the PVDF-TiO2 membrane had comparable rejection capability to the un-modified PVDF membrane for various water quality parameters.
Article
Environmental Sciences
Wei Song, Caixia Fu, Yuning Fang, Zhuoyue Wang, Ji Li, Xiaolei Zhang, Kalpana Bhatt, Lu Liu, Ningjie Wang, Fang Liu, Shunni Zhu
Summary: In this study, the single and combined toxicity of microplastics (MPs) and organic pollutants on Chlorella pyrenoidosa were investigated. The results showed that the combined impact of UV-aged MPs and organic pollutants had a significant damaging effect on algae cells. This research verified the remarkable combined toxicity between UV-aged MPs and organic pollutants on microalgae.
ENVIRONMENTAL POLLUTION
(2023)
Article
Environmental Sciences
Wei Song, Mu Li, Sen Xu, Zhuoyue Wang, Ji Li, Xiaolei Zhang, Wenhui Qiu, Zhihong Wang, Qi Song, Kalpana Bhatt, Caixia Fu
Summary: In this study, a novel Fe3+/S2O42- system was used to establish an innovative homogeneous advance treatment system for the degradation of brominated flame retardant (BFR) TBBPA in water. The system showed high efficiency in TBBPA degradation over a wide range of initial pH values (3.0-9.0) and required only reagent dosing, significantly reducing the energy consumption and cost compared to traditional photolysis processes.
ENVIRONMENTAL POLLUTION
(2023)
Article
Environmental Sciences
Caixia Fu, Miao Yan, Zhuoyue Wang, Ji Li, Xiaolei Zhang, Wei Song, Zhiliang Xu, Kalpana Bhatt, Zhongming Wang, Shunni Zhu
Summary: A physico-chemical strategy using natural ferrous ore as a heterogeneous-Fenton catalyst was developed for the degradation of toxic chemicals. The natural catalyst exhibited good adsorption capacity and could be recycled for sustainable treatment of toxic substances. The combination with H2O2 enhanced the degradation of methylene blue without pH adjustment, and the catalytic performance of the natural ore was excellent.
ENVIRONMENTAL RESEARCH
(2023)
Article
Green & Sustainable Science & Technology
Wei Song, Zhuoyue Wang, Ji Li, Xiaolei Zhang, Caixia Fu, Xing Du, Ningjie Wang, Qi Song, Zhihong Wang, Pankaj Bhatt, Shunni Zhu
Summary: A non-photolysis system based on dithionite (DTN) was established for the treatment of brominated flame retardant (BFR) in water. Fe3+-activated DTN effectively degraded decabromodiphenylether (BDE-209) within 30 minutes, achieving simultaneous debromination and mineralization. The contribution rates of SO4·-, ·OH, and other species to BDE-209 degradation were approximately 47.5%, 30.8%, and 21.7%, respectively. A quadratic model was established to predict BDE-209 degradation efficiency in the Fe3+/DTN system.
JOURNAL OF CLEANER PRODUCTION
(2023)
Article
Environmental Sciences
Xing Du, Rong Ma, Mengyao Xiao, Wei Song, Yingshi Tan, Zhihong Wang, Alex Hay-Man Ng, Wenxiang Zhang
Summary: This study developed a novel water purification technology, EC-GDCMBR, for the purification of roofing rainwater. The EC-GDCMBR system showed improved effluent quality and greater flux due to the high permeability of the ceramic membrane and the large porosity of the biofilm formed during the EC process. The technology synergistically removed particulate matter, ammonia nitrogen, total phosphorous, organic substances, and heavy metals through coagulation, adsorption, biodegradation, and coprecipitation. Moreover, EC was found to enhance biological purification efficiency and improve NH3-N removal.
SCIENCE OF THE TOTAL ENVIRONMENT
(2022)
Article
Engineering, Chemical
Caixia Fu, Miao Yan, Hongrui Ma, Shuwen Zhang, Ge Yang, Hailin Tian, Jingxin Yang, Zhongming Wang, Shunni Zhu, Kalpana Bhatt, Wei Song
Summary: In this study, copper-based heterogeneous catalysts were used to degrade synthetic organic compounds (SOCs) in a PMS system, and significant effects were achieved. Various reactive species, including SO4•, •OH, and 1O2, were confirmed to be generated in the CuO/PMS system, and both radical and non-radical reactions were involved. The different valence states of copper had different contributions to the degradation of different SOCs. Furthermore, the influence of different reaction parameters on SOCs degradation was explored. The results of this study demonstrate that CuO can serve as an efficient heterogeneous activator, providing a sustainable and promising technology for water environment protection.
JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS
(2023)
Article
Environmental Sciences
Xing Du, Bingxuan Li, Zhongjian Zhuang, Ke Kuang, Wei Song, Dachao Lin, Caixia Fu, Zhihong Wang
Summary: In this study, boron-doped diamond electro-oxidation (BDD/EO) coupled with a ceramic membrane filtration was used to assess the effect of salt tide on algae-laden water treatment. The results showed that BDD/EO effectively removed chlorophyll from algae-laden water and NH3-N was mainly oxidized through the in-situ generated active chlorine. Among the three types of salt tide affecting algae-laden water, the BSA group had a significant decrease in TOC content, while the HA and SA groups showed no significant reduction. Additionally, the generated small molecular organics after electro-oxidation helped reduce membrane fouling.
ENVIRONMENTAL RESEARCH
(2023)
Article
Engineering, Environmental
Xing Du, Rong Ma, Zhenhao Liang, Ke Kuang, Lijing Chu, Lifan Liu, Wei Song, Jiayu Tian
Summary: This study introduced an innovative oblique membrane tank layout combined with the electrocoagulation and gravity-driven ceramic membrane bioreactor technology, which was suitable for rural water-scarce areas. Compared with the traditional lateral-EC/GDCMBR layout, the oblique-EC/GDCMBR system exhibited improved permeation flux and lower irreversible fouling resistance. The research confirmed the advantage and reliability of the oblique-EC/GDCMBR system for sustainable treatment of roofing rainwater.
ACS ES&T ENGINEERING
(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)