Article
Materials Science, Ceramics
Xianghui Zeng, Hui Chen, Jinfeng Wu, Wei Fang, Xing Du, Xuan He, Daheng Wang, Weixin Li, Lei Zhao
Summary: In this study, vertically aligned BNNSs were synthesized without any substrates using Fe-catalyzed thermal chemical vapor deposition method. The BNNSs exhibited improved crystallinity, high UV light emission, and excellent anti-oxidation behavior due to their unique structures. This environmentally friendly synthesis method allows for exploration of industrial upscaling applications.
CERAMICS INTERNATIONAL
(2022)
Article
Engineering, Chemical
Miao Song, Yafeng Yang, Maoqiao Xiang, Qingshan Zhu, Hongdan Zhao
Summary: The conventional CVD process to fabricate high quality TiC powders faces challenges due to the low conversion rate of TiCl4. To address this issue, TiCl3 was proposed as a precursor and a fluidized bed reactor was utilized to enhance homogeneous nucleation, resulting in the successful fabrication of high purity nanosized TiC powders.
Article
Materials Science, Multidisciplinary
Nicolas Crespo-Monteiro, Arnaud Valour, Emilie Gamet, Maria A. Usuga Higuita, Valentin Gate, Colette Turbil, Daniel Turover, Stephanie Reynaud, Julien Joneau, Yves Jourlin
Summary: Titanium nitride (TiN) is a promising plasmonic material with thermal and chemical stability, but its microstructuring is challenging. This paper presents an alternative method that combines rapid thermal nitridation (RTN) with nanoimprint lithography (NIL) to efficiently microstructure TiN layers. The approach is applied to achieve plasmonic response in the near infrared range.
OPTICAL MATERIALS EXPRESS
(2022)
Article
Nanoscience & Nanotechnology
Changbao Zhao, Caixia Meng, Bin Wang, Chao Wang, Rongtan Li, Qiang Fu
Summary: The study presents a method for the production of thin MoN nanosheets using VLS growth technique, obtaining single-crystalline micrometer-sized thin and epitaxial MoN nanosheets. It demonstrates the feasibility of facile preparation of other high-quality thin and epitaxial TMNx nanosheets, suggesting the universality of the VLS route for the growth of thin and epitaxial nitride and carbide overlayers.
ACS APPLIED NANO MATERIALS
(2021)
Article
Nanoscience & Nanotechnology
Chengcheng Miao, Ting Zhang, Fulin Li, Lei Zhang, Jiamin Sun, Dong Liu, Liqian Wu, Hang Wang, Fenghua Chen, Longbing He, Ning Han, Yandong Ma, Ying Dai, Zai-xing Yang
Summary: Defect engineering has been an effective strategy to improve the hydrogen evolution reaction efficiency of electrocatalysts. In this work, high-efficiency HER electrocatalysts were successfully prepared on a conductive substrate using a facile chemical vapor deposition method, demonstrating stable HER performance with low Tafel slope and overpotential voltage values.
Article
Materials Science, Ceramics
Rong Tu, Zhen Liu, Qingfang Xu, Song Zhang, Qizhong Li, Xian Zhang, Marina L. Kosinova, Takashi Goto
Summary: Silicon nitride films were fabricated using halide laser chemical vapor deposition (LCVD) for surface protection of electronic devices. The study investigated the effects of deposition parameters on the crystallinity, microstructure, deposition rate, Vickers microhardness, nano-hardness, and electrical resistivity. The highest deposition rate was achieved at a temperature of 1573 K and pressure of 10 kPa. The hardness of the films increased with temperature and the electrical resistivity decreased.
JOURNAL OF THE EUROPEAN CERAMIC SOCIETY
(2023)
Article
Chemistry, Physical
Arman Shah Abdullah, Mohd Nasrun Mohd Nawi, Md Azree Othuman Mydin, Marti Widya Sari, Romisuhani Ahmad, Mohd Mustafa Al Bakri Abdullah
Summary: This study evaluated the influence of ultrasonic vibration parameters on TiN-coated biomedical alloys and found that ultrasonic treatment improved corrosion resistance and hardness of the samples.
Article
Materials Science, Ceramics
Hirokazu Katsui, Katsuyoshi Harada, Zheng Liu, Naoki Kondo, Mikinori Hotta
Summary: Boron carbon oxynitride (BCNO) phosphor films with tunable chemical compositions and photo-luminescence spectra were successfully grown by chemical vapor deposition. The films exhibited a dense, uniform microstructure and a turbostratic boron nitride (BN) structure. The films showed multiple emission peaks under excitation and the peak intensities could be enhanced by adjusting the concentrations of carbon and oxygen in the films.
CERAMICS INTERNATIONAL
(2022)
Article
Chemistry, Inorganic & Nuclear
Ikram Ullah, Cong Ling, Jing-Han Li, Xiao-Jie Lu, Zhengkun Yang, Gang Wang, An-Wu Xu
Summary: The article reports a g-C3N4/TiN plasmonic nanocomposite photocatalyst constructed from graphitic carbon nitride (g-C3N4) and metallic plasmonic titanium nitride nanoparticles (TiN NPs). TiN NPs act as both light absorption antenna and hot electron donors, enhancing the photocatalytic H-2 evolution from water splitting under visible and NIR light regions. The nanocomposite shows high photocatalytic activity under visible and NIR light illumination.
INORGANIC CHEMISTRY FRONTIERS
(2023)
Article
Chemistry, Multidisciplinary
Eugenio Calandrini, Kirill Voronin, Osman Balci, Maria Barra-Burillo, Andrei Bylinkin, Sachin M. Shinde, Subash Sharma, Felix Casanova, Luis E. Hueso, Andrei Chuvilin, Clifford Mcaleese, Ben R. Conran, Xiaochen Wang, Kenneth Teo, Valentyn S. Volkov, Andrea C. Ferrari, Alexey Y. Nikitin, Rainer Hillenbrand
Summary: This work reports the observation of phonon polaritons (PhPs) in wafer-scale multilayer hexagonal boron nitride (hBN) grown by chemical vapor deposition. PhPs are visualized using infrared nanoimaging, and their lifetimes are measured. PhP nanoresonators are also demonstrated. These results are of significant importance for applications in infrared spectroscopy and photodetectors based on PhPs.
ADVANCED MATERIALS
(2023)
Article
Chemistry, Physical
Patrick Ryan Galligan, Yixin Xu, Tsz Wing Tang, Hongwei Liu, Mohsen Tamtaji, Yanguang Zhou, Zhengtang Luo
Summary: Hexagonal boron carbon nitride (hBCN) thin films with varying carbon doping levels were synthesized using chemical vapor deposition (CVD). The film with the highest carbon doping exhibited the highest thermal conductivity, surpassing that of hexagonal boron nitride (hBN). Molecular dynamics simulations revealed that aligning carbon to form graphene-like channels increased the high frequency phonon group velocities, leading to higher thermal conductivity. The aligned carbon channels were effective in overcoming phonon scattering, particularly in the LA mode. This research demonstrates an effective method of producing optimized hBCN thin films for thermal interface material applications, as a lower cost alternative to hBN.
Article
Chemistry, Physical
Qinke Wu, Taehwan Jeong, Seong Heon Kim, Young Jae Song
Summary: This study presents a quick and simple method to grow high quality two-dimensional graphitic carbon nitride nanosheets with a large domain size on copper foils. The research demonstrates that graphitic carbon nitride prefers a Cu(111) surface for growth and highlights the importance of using a carrier gas, with noble Ar gas recommended for its weaker etching effect compared to hydrogen gas. Furthermore, high-quality graphitic carbon nitride films grown by CVD can be easily transferred onto other substrates for various applications.
JOURNAL OF ALLOYS AND COMPOUNDS
(2022)
Article
Chemistry, Multidisciplinary
Shaocheng Li, Xianlang Lu, Yanda Lou, Kejun Liu, Benxue Zou
Summary: Boron nitride (BN) has attracted attention for its various excellent properties, and a novel method to produce boron nitride nanosheets (BNNSs) has been proposed. Characterization results showed that the prepared BNNSs had high crystallinity, improved stripping efficiency of h-BN, enhanced performance and yield of BNNSs, and reduced cost and environmental pollution of BNNS preparation.
Article
Chemistry, Physical
Yecheng Ma, Shan Lu, Gaorong Han, Yong Liu, Zongping Chen
Summary: This study reports a facile method for synthesizing high-quality molybdenum nitride/graphene (MoN/G) vertical heterostructure, which exhibits outstanding performance in hydrogen evolution reaction (HER) catalysis.
APPLIED SURFACE SCIENCE
(2022)
Article
Chemistry, Multidisciplinary
Max Franck, Jaroslaw Dabrowski, Markus Andreas Schubert, Christian Wenger, Mindaugas Lukosius
Summary: In this study, the growth of hexagonal boron nitride (hBN) on epitaxial Ge(001)/Si substrates using high-vacuum chemical vapor deposition from borazine was systematically investigated for the first time. The research findings suggest that the process pressure and growth temperature have certain influences on the morphology, growth rate, and crystalline quality of hBN films.
Article
Engineering, Chemical
Jibin Jia, Hongzhong Li, Zheng Zou, Wenming Liu, Qingshan Zhu
Summary: The new bubble structure-based drag model performs well in simulating bi-dispersed bubbling fluidized beds, accurately predicting experimental data and capturing the particle distribution at the top region of the fluidized bed.
CANADIAN JOURNAL OF CHEMICAL ENGINEERING
(2021)
Article
Engineering, Chemical
Jun Li, Qingshan Zhu, Hongzhong Li
Summary: The study found that the reduction reaction in unreduced NiO powders follows the nucleation model. By incorporating grain-boundary diffusion and reaction, a modified force balance model was proposed to predict the agglomeration behavior of ultrafine Ni during the reduction of NiO in a fluidized bed reactor. Based on this model, it was discovered that decoupling grain growth from reduction is crucial for achieving full conversion while retaining nanosized grain sizes.
Article
Engineering, Chemical
Yunlong Zhao, Zheng Zou, Junwu Wang, Hongzhong Li, Qingshan Zhu
Summary: Solids residence time distribution is crucial for evaluating reactor performances in bubbling fluidized beds. A modified structure-based drag model can properly predict the RTD, but accuracy of flow field is essential. The choice of correlation and consideration of friction affect the prediction of RTD in different scales of BFB.
CANADIAN JOURNAL OF CHEMICAL ENGINEERING
(2021)
Article
Engineering, Chemical
Qi Liu, Li Peng, Ji Xu, Zheng Zou, Qingshan Zhu, Hongzhong Li
Summary: A new method based on force balance was proposed to simulate the flow hydrodynamics of particles in standpipes under negative pressure gradient, which enables quantitative and qualitative prediction of mass flow rate in a single-phase DEM simulation. The study investigates the influence of orifice size and back pressure on particle flow, showing that the mass flow rate increases with raising orifice size and decreasing pressure.
CHEMICAL ENGINEERING SCIENCE
(2021)
Article
Engineering, Chemical
Miao Song, Yafeng Yang, Hongdan Zhao, Maoqiao Xiang, Qingshan Zhu, Jibin Jia, Chaoquan Hu, Fen Yue
Summary: TiCl2 is a promising precursor for metallic titanium alloys and titanium-based ceramics, but high-quality powder synthesis remains challenging. Using a fluidized bed reactor, optimal conditions for the Ti-TiCl4 system were determined at 600 degrees C and 120 min. Disproportionation at high temperatures regenerated a dense Ti layer on the surface of Ti powder, hindering TiCl4 infiltration. The particle size of the Ti reducing agent is crucial, with 24.5 mu m being the most feasible option for optimal chlorinated depth at 17 mu m.
Article
Engineering, Chemical
Hebang Shi, He Zhang, Chaoquan Hu, Shaofu Li, Maoqiao Xiang, Pengpeng Lv, Qingshan Zhu
Summary: A high-performance SiO/CNTs composite with excellent electrochemical performance and cycling stability was successfully prepared using a fluidized bed chemical vapor deposition method. The introduction of graphite particles improved the fluidization of SiO particles, ensuring uniform dispersion and superior anchoring of CNTs. The in-situ grown CNTs and stacked graphite provided excellent structural stability and conductivity for the composite, leading to stable reversible capacity and enhanced mechanical flexibility.
Article
Engineering, Chemical
Zheng Zou, Xu Zhang, Dong Yan, Ruixiang Tang, Qingshan Zhu, Hongzhong Li
Summary: The study reveals that the solid conversion rate in non-catalytic fluidized bed reactors is mainly determined by the solid reaction rate and mass flow rate. Traditional interphase transfer models tend to overestimate momentum and mass transfer coefficients, resulting in deviations in predicted results.
CHEMICAL ENGINEERING SCIENCE
(2022)
Article
Engineering, Chemical
Bin Lan, Ji Xu, Peng Zhao, Zheng Zou, Junwu Wang, Qingshan Zhu
Summary: The study found that the pressure drop and particle residence time distribution in a laboratory scale fluidized bed can be reasonably predicted; the mean residence time of particles linearly scales with bed length under different solid feed rates; the mean residence time of particles can be inferred from CFD simulations and the mass fraction of particles at the inlet.
CHEMICAL ENGINEERING SCIENCE
(2021)
Article
Engineering, Environmental
Guangchao Du, Zhuochen Li, Jianbo Zhang, Hancheng Mao, Sugang Ma, Chuanlin Fan, Qingshan Zhu
Summary: A fluidized chlorination process was proposed for effective and selective extraction of vanadium from refined tailings, resulting in high purity vanadium oxytrichloride. The chlorination residue can be further utilized for titanium extraction, providing a new prospect for clean utilization of refined tailings.
JOURNAL OF HAZARDOUS MATERIALS
(2021)
Article
Materials Science, Ceramics
Yuqi Geng, Yuxiang Zhao, Fen Yue, Qingshan Zhu, Maoqiao Xiang
Summary: Si2N2O ceramic is an emerging material with various applications, but the preparation of pure-phase Si2N2O powder is challenging. In this study, a novel molecular approach combined with the decomposition process was developed to synthesize high-purity Si2N2O powder, providing a new opportunity for efficient and cost-effective preparation of high-quality Si2N2O powder.
CERAMICS INTERNATIONAL
(2022)
Article
Engineering, Industrial
Run Zheng, Jingyi Cui, Yafeng Yang, Shaofu Li, R. D. K. Misra, Katsuyoshi Kondoh, Qingshan Zhu, Yanan Lu, Xiaofeng Li
Summary: This study proposes a novel approach of powder surface alloying to improve the densification issue in laser powder bed fusion of copper powder. The results show that surface-alloyed powder significantly reduces the laser reflectivity of copper powder, leading to successful melting and elimination of lack-of-fusion pores. The optimal Ni content for surface-alloyed powder is determined as 0.4 wt%.
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY
(2022)
Article
Chemistry, Multidisciplinary
Kewei Xu, Lian Peng, Qingshan Zhu
Summary: The effect of K2O on the crystallization of SiO2-Li2O glass was analyzed using molecular dynamics method. The relationship between the bridging oxygens connected to a silicon atom in the network (Q(n)) and temperature was calculated, and the crystallization behavior of the glasses was analyzed based on XRD results. The relationship between Q(n) and crystalline phases was established.
MOLECULAR CRYSTALS AND LIQUID CRYSTALS
(2023)
Article
Nanoscience & Nanotechnology
Zhibin Zhang, Mingchao Ding, Ting Cheng, Ruixi Qiao, Mengze Zhao, Mingyan Luo, Enze Wang, Yufei Sun, Shuai Zhang, Xingguang Li, Zhihong Zhang, Hancheng Mao, Fang Liu, Ying Fu, Kehai Liu, Dingxin Zou, Can Liu, Muhong Wu, Chuanlin Fan, Qingshan Zhu, Xinqiang Wang, Peng Gao, Qunyang Li, Kai Liu, Yuanbo Zhang, Xuedong Bai, Dapeng Yu, Feng Ding, Enge Wang, Kaihui Liu
Summary: In this study, the continuous epitaxial growth of single-crystal graphite films with thickness up to 100,000 layers on high-index, single-crystal nickel (Ni) foils was achieved. The exfoliated graphene shows excellent physical properties and this method provides a facile and scalable approach for the synthesis of high-quality, thick vdW films.
NATURE NANOTECHNOLOGY
(2022)
Article
Chemistry, Multidisciplinary
Qinghua Dong, Sugang Ma, Jiuyi Zhu, Fen Yue, Yuqi Geng, Jie Zheng, Yu Ge, Chuanlin Fan, Huigang Zhang, Maoqiao Xiang, Qingshan Zhu
Summary: This study reports a technique using a selective etching-reducing fluidized bed reactor to create titanium vacancies and anchor single platinum atoms on the active {100} facets of titanium carbide, resulting in significantly improved catalytic activity. This method shows great potential for fabricating advanced single-atom catalysts for large-scale hydrogen evolution at low cost.
ADVANCED FUNCTIONAL MATERIALS
(2023)
Article
Chemistry, Multidisciplinary
Miao Song, Dehong Chen, Yafeng Yang, Maoqiao Xiang, Qingshan Zhu, Hongdan Zhao, Liam Ward, Xiao-Bo Chen
Summary: A disproportionation-decomposition strategy was developed to synthesize single-crystalline {100} faceted TiC powders, which exhibited outstanding electrochemical performance in the hydrogen evolution reaction. The overpotential of TiC {100} crystal planes was 392 mV at 10 mA cm(-2), which is 52% lower than randomly faceted TiC counterparts.
ADVANCED FUNCTIONAL MATERIALS
(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)