Pub Date : 2024-07-26DOI: 10.1016/j.apt.2024.104592
Designing and preparing amorphous solid dispersion (ASD) nanoparticles of poorly water-soluble active pharmaceutical ingredients is an efficient formulation approach to overcome the limitation of dissolution rate and bioavailability. This study aimed to demonstrate the feasibility of producing ASD nanoparticles of a poorly water-soluble antibiotic, sulfadiazine, in a polymeric carrier, polyvinylpyrrolidone (PVP), using supercritical CO2 as the antisolvent (SAS). By three-stage investigations for neat sulfadiazine, neat PVP, and sulfadiazine/PVP system, the appropriate operating region for ASD design was reported, and the impact of various operating parameters on nanoparticle production was discussed. The comparison of solid-state properties of CO2-processed samples was systematically investigated by SEM, PXRD, DSC, and FTIR analysis. At the optimal conditions, spherical ASD nanoparticles of sulfadiazine and PVP with a mean size of about 750 nm were successfully produced. In addition, the dissolution rate of the SAS-produced ASD formulation was considerably enhanced compared to that of the physical mixture of sulfadiazine and PVP. These results indicate that the supercritical CO2 process efficiently produced ASD nanoparticles of sulfadiazine and PVP with improved dissolution behavior, total powder recovery above 80 %, and total concentration of up to 100 mg/mL.
{"title":"Designing amorphous solid nanoparticle dispersion of sulfadiazine in polyvinylpyrrolidone using supercritical CO2 as the antisolvent","authors":"","doi":"10.1016/j.apt.2024.104592","DOIUrl":"10.1016/j.apt.2024.104592","url":null,"abstract":"<div><p>Designing and preparing amorphous solid dispersion (ASD) nanoparticles of poorly water-soluble active pharmaceutical ingredients is an efficient formulation approach to overcome the limitation of dissolution rate and bioavailability. This study aimed to demonstrate the feasibility of producing ASD nanoparticles of a poorly water-soluble antibiotic, sulfadiazine, in a polymeric carrier, polyvinylpyrrolidone (PVP), using supercritical CO<sub>2</sub> as the antisolvent (SAS). By three-stage investigations for neat sulfadiazine, neat PVP, and sulfadiazine/PVP system, the appropriate operating region for ASD design was reported, and the impact of various operating parameters on nanoparticle production was discussed. The comparison of solid-state properties of CO<sub>2</sub>-processed samples was systematically investigated by SEM, PXRD, DSC, and FTIR analysis. At the optimal conditions, spherical ASD nanoparticles of sulfadiazine and PVP with a mean size of about 750 nm were successfully produced. In addition, the dissolution rate of the SAS-produced ASD formulation was considerably enhanced compared to that of the physical mixture of sulfadiazine and PVP. These results indicate that the supercritical CO<sub>2</sub> process efficiently produced ASD nanoparticles of sulfadiazine and PVP with improved dissolution behavior, total powder recovery above 80 %, and total concentration of up to 100 mg/mL.</p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141950223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-26DOI: 10.1016/j.apt.2024.104581
In this paper, a new amidoxime compound, p-methylphenylethyl amidoxime (PEBH), was synthesized, and its flotation mechanism for separating azurite from quartz and calcite was studied. The results of flotation experiments showed that when the pH was 11 and the dosage of PEBH was 2.5 × 10−4 mol/L, the recovery and grade of azurite reached 94.32 % and 37.45 %, respectively. In contrast, the recovery of quartz is 11.97 %, and the grade is only 18.83 %. The recovery rate of calcite is 19.10 %, and the grade is only 2.54 %. Zeta test results show that the surface potential shift of azurite after PEBH treatment is much larger than that of quartz and calcite. It also proves that PEBH has a strong adsorption effect on the surface of azurite, while the adsorption effect on the surface of quartz and calcite is weak. XPS analysis results show that Cu2+ is the active site of PEBH adsorbed on the surface of azurite, and a stable five-membered chelating ring structure is formed after interaction. However, this obvious interaction did not occur on the surface of quartz and calcite. At the same time, the SEM-EDS test results also confirmed this view. Therefore, PEBH has the characteristics of high selectivity as a collector for azurite, making it a promising collector in the field of azurite flotation, providing a new choice for copper oxide recovery.
{"title":"Synthesis and utilization of an amidoxime surfactant as a collector in the flotation separation of azurite from quartz and calcite","authors":"","doi":"10.1016/j.apt.2024.104581","DOIUrl":"10.1016/j.apt.2024.104581","url":null,"abstract":"<div><p>In this paper, a new amidoxime compound, p-methylphenylethyl amidoxime (PEBH), was synthesized, and its flotation mechanism for separating azurite from quartz and calcite was studied. The results of flotation experiments showed that when the pH was 11 and the dosage of PEBH was 2.5 × 10<sup>−4</sup> mol/L, the recovery and grade of azurite reached 94.32 % and 37.45 %, respectively. In contrast, the recovery of quartz is 11.97 %, and the grade is only 18.83 %. The recovery rate of calcite is 19.10 %, and the grade is only 2.54 %. Zeta test results show that the surface potential shift of azurite after PEBH treatment is much larger than that of quartz and calcite. It also proves that PEBH has a strong adsorption effect on the surface of azurite, while the adsorption effect on the surface of quartz and calcite is weak. XPS analysis results show that Cu<sup>2+</sup> is the active site of PEBH adsorbed on the surface of azurite, and a stable five-membered chelating ring structure is formed after interaction. However, this obvious interaction did not occur on the surface of quartz and calcite. At the same time, the SEM-EDS test results also confirmed this view. Therefore, PEBH has the characteristics of high selectivity as a collector for azurite, making it a promising collector in the field of azurite flotation, providing a new choice for copper oxide recovery.</p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141950224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-25DOI: 10.1016/j.apt.2024.104584
Direct combustion of residual carbon (RC) from coal gasification fine slag (CGFS) is an effective way of energy recycling. Improving the combustion reactivity of RC is crucial for large-scale treatment of CGFS. In this study, the RC was modified by mild oxidation, and the evolution mechanism of the structures of RC in the oxidation process was analyzed, and the essential relationship between the structural characteristics and combustion behaviors of the oxidized RC was revealed. The research results show that the combustion behavior and structural characteristics of the oxidized RC are obviously improved. The combustion temperature range of some oxidized RC is significantly compressed, the time required for complete combustion is shorter than that of RC, and the activation energy of the combustion reaction decreases. Compared with air or CO2 oxidation, air–steam shows a stronger oxidation effect on the structure of RC, while the oxidation effect of CO2-steam is weakened. The structural characteristics of the oxidized RC collectively determine its combustion reactivity. The RC oxidized by steam presents disordered carbon microcrystalline structure, well-developed pore structure and a high proportion of active groups, corresponding to the best combustion reaction activity. The excessive oxidation of RC by air–steam seems to destroy the dynamic balance between structural characteristics, which is also the main reason why the combustion reactivity of the corresponding oxidized RC is inhibited.
{"title":"Investigation on the structure evolution and combustion behavior of residual carbon from entrained-flow coal gasification fine slag after oxidation","authors":"","doi":"10.1016/j.apt.2024.104584","DOIUrl":"10.1016/j.apt.2024.104584","url":null,"abstract":"<div><p>Direct combustion of residual carbon (RC) from coal gasification fine slag (CGFS) is an effective way of energy recycling. Improving the combustion reactivity of RC is crucial for large-scale treatment of CGFS. In this study, the RC was modified by mild oxidation, and the evolution mechanism of the structures of RC in the oxidation process was analyzed, and the essential relationship between the structural characteristics and combustion behaviors of the oxidized RC was revealed. The research results show that the combustion behavior and structural characteristics of the oxidized RC are obviously improved. The combustion temperature range of some oxidized RC is significantly compressed, the time required for complete combustion is shorter than that of RC, and the activation energy of the combustion reaction decreases. Compared with air or CO<sub>2</sub> oxidation, air–steam shows a stronger oxidation effect on the structure of RC, while the oxidation effect of CO<sub>2</sub>-steam is weakened. The structural characteristics of the oxidized RC collectively determine its combustion reactivity. The RC oxidized by steam presents disordered carbon microcrystalline structure, well-developed pore structure and a high proportion of active groups, corresponding to the best combustion reaction activity. The excessive oxidation of RC by air–steam seems to destroy the dynamic balance between structural characteristics, which is also the main reason why the combustion reactivity of the corresponding oxidized RC is inhibited.</p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141951079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-23DOI: 10.1016/j.apt.2024.104583
This study aimed to prepare a hybrid of cation-exchangeable stevensite-like magnesium-layered silicate and a synthetic mica (fluorophlogopite). The magnesium-layered silicate was synthesized via the reaction of magnesium chloride with colloidal silica in the presence of urea under hydrothermal conditions (100 °C or 140 °C for 2 d). The cation-exchange capacity of the stevensite-like silicate was influenced by the operating temperature; specifically, a higher capacity was achieved at a higher temperature (0.42 meq/g stevensite at 140 °C and 0.36 meq/g at 100 °C). The capacity was also affected by the solution pH, which was directly related to the growth rates of the octahedral and tetrahedral sheets. Upon addition of fluorophlogopite into the starting mixture, direct crystallization of the stevensite-like layered silicate occurred on the fluorophlogopite particles via hydrothermal treatment for possible applications as a cosmetic pigment.
{"title":"Nanoarchitectonics of a cation-exchangeable layered Mg-silicate and its direct crystallization on synthetic fluorophlogopite mica particles","authors":"","doi":"10.1016/j.apt.2024.104583","DOIUrl":"10.1016/j.apt.2024.104583","url":null,"abstract":"<div><p>This study aimed to prepare a hybrid of cation-exchangeable stevensite-like magnesium-layered silicate and a synthetic mica (fluorophlogopite). The magnesium-layered silicate was synthesized via the reaction of magnesium chloride with colloidal silica in the presence of urea under hydrothermal conditions (100 °C or 140 °C for 2 d). The cation-exchange capacity of the stevensite-like silicate was influenced by the operating temperature; specifically, a higher capacity was achieved at a higher temperature (0.42 meq/g stevensite at 140 °C and 0.36 meq/g at 100 °C). The capacity was also affected by the solution pH, which was directly related to the growth rates of the octahedral and tetrahedral sheets. Upon addition of fluorophlogopite into the starting mixture, direct crystallization of the stevensite-like layered silicate occurred on the fluorophlogopite particles via hydrothermal treatment for possible applications as a cosmetic pigment.</p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141776668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-22DOI: 10.1016/j.apt.2024.104580
The piezoelectric properties of multi-element doped (K, Na)NbO3 ceramics are close to that of lead-based systems and expected to become environmentally friendly substitutes. To reduce the types of doped elements and achieve the repeated preparation of high-performance ceramics, we synthesized the Li-doped (K, Na)NbO3 particles with high crystallinity and chemical stability by molten salt method. Different from the traditional method, the microcrystals were obtained by recrystallization of the Li-doped (K, Na)NbO3 powder synthesized by solid state reaction in molten KCl and NaCl salts. The effects of the calcination temperature on phase structure, size and morphology of microcrystals were investigated. It was found that doping of Li+ could stabilize the crystal structure of (K, Na)NbO3 so that no other heterophase was formed in the molten salts. The crystallization growth of microcrystals was controlled by oriented attachment mechanism. The thermal hysteresis loops of dielectric properties confirmed that the synthesized microcrystals had high chemical stability. This work will provide ideal raw materials for the development of high performance potassium sodium niobate ceramics.
{"title":"Li-doped (K, Na)NbO3 particles with high crystallinity and chemical stability synthesized by molten salt method","authors":"","doi":"10.1016/j.apt.2024.104580","DOIUrl":"10.1016/j.apt.2024.104580","url":null,"abstract":"<div><p>The piezoelectric properties of multi-element doped (K, Na)NbO<sub>3</sub> ceramics are close to that of lead-based systems and expected to become environmentally friendly substitutes. To reduce the types of doped elements and achieve the repeated preparation of high-performance ceramics, we synthesized the Li-doped (K, Na)NbO<sub>3</sub> particles with high crystallinity and chemical stability by molten salt method. Different from the traditional method, the microcrystals were obtained by recrystallization of the Li-doped (K, Na)NbO<sub>3</sub> powder synthesized by solid state reaction in molten KCl and NaCl salts. The effects of the calcination temperature on phase structure, size and morphology of microcrystals were investigated. It was found that doping of Li<sup>+</sup> could stabilize the crystal structure of (K, Na)NbO<sub>3</sub> so that no other heterophase was formed in the molten salts. The crystallization growth of microcrystals was controlled by oriented attachment mechanism. The thermal hysteresis loops of dielectric properties confirmed that the synthesized microcrystals had high chemical stability. This work will provide ideal raw materials for the development of high performance potassium sodium niobate ceramics.</p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141776669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-20DOI: 10.1016/j.apt.2024.104585
Twin-screw melt granulation (TSMG) is one of the promising green technological approaches for the manufacturing of solid dosage forms of pharmaceuticals and nutraceuticals. PEG 8000 is one of the most popular TSMG binders. The effect of different low-melting grades of PEG on the TSMG granules’ properties is described in the literature, however, not enough attention was paid to their effect on the mechanical properties of tablets. The aim of this study was to investigate the effect of PEG 8000 particle size and twin-screw melt granulation temperature on the properties of resultant MCC-CaHPO4 granulated powder and tablets. The effect of melt granulation temperature was investigated with a medium PEG 8000 fraction (200–400 µm). While the effect of melt granulation temperature was explored at 115, 135, and 155 °C, the effect of PEG 8000 particle size was investigated using small, medium, and big fractions (0–200, 200–400, and 400–500 µm, respectively) at 135 °C. The granules were investigated by microscopic methods and were characterised in terms of flowability, angle of repose, particle size distribution, bulk and tapped density. Tablets were prepared with a compaction simulator. The analysis of the tablets provided their respective in-die Heckel plots, plastic energy and elastic energy profiles, as well as tabletability, compressibility, and compactability. The microscopic methods reveal the effect of PEG 8000 particle size on the granule and tablet structure, as well as assume the effect of granulation temperature. These insights were used to explain the differences between the mechanical properties of the tablets that were prepared using different PEG 8000 particle size fractions and at various melt granulation temperature. Despite the improved powder rheology, the tablets prepared with the PEG 8000 formulation via melt granulation have shown higher plasticity and lower tensile strength compared to ungranulated directly compressed MCC-CaHPO4.
{"title":"Twin-screw melt granulation with PEG 8000: Effect of binder particle size and processing temperature on the granule and tablet properties","authors":"","doi":"10.1016/j.apt.2024.104585","DOIUrl":"10.1016/j.apt.2024.104585","url":null,"abstract":"<div><p>Twin-screw melt granulation (TSMG) is one of the promising green technological approaches for the manufacturing of solid dosage forms of pharmaceuticals and nutraceuticals. PEG 8000 is one of the most popular TSMG binders. The effect of different low-melting grades of PEG on the TSMG granules’ properties is described in the literature, however, not enough attention was paid to their effect on the mechanical properties of tablets. The aim of this study was to investigate the effect of PEG 8000 particle size and twin-screw melt granulation temperature on the properties of resultant MCC-CaHPO<sub>4</sub> granulated powder and tablets. The effect of melt granulation temperature was investigated with a medium PEG 8000 fraction (200–400 µm). While the effect of melt granulation temperature was explored at 115, 135, and 155 °C, the effect of PEG 8000 particle size was investigated using small, medium, and big fractions (0–200, 200–400, and 400–500 µm, respectively) at 135 °C. The granules were investigated by microscopic methods and were characterised in terms of flowability, angle of repose, particle size distribution, bulk and tapped density. Tablets were prepared with a compaction simulator. The analysis of the tablets provided their respective in-die Heckel plots, plastic energy and elastic energy profiles, as well as tabletability, compressibility, and compactability. The microscopic methods reveal the effect of PEG 8000 particle size on the granule and tablet structure, as well as assume the effect of granulation temperature. These insights were used to explain the differences between the mechanical properties of the tablets that were prepared using different PEG 8000 particle size fractions and at various melt granulation temperature. Despite the improved powder rheology, the tablets prepared with the PEG 8000 formulation via melt granulation have shown higher plasticity and lower tensile strength compared to ungranulated directly compressed MCC-CaHPO<sub>4</sub>.</p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141732257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-20DOI: 10.1016/j.apt.2024.104582
The swirling air flotation technology has been extensively utilized in the field of oil-bearing wastewater treatment. However, methods for visualizing internal flow characteristics and optimizing equipment performance need further exploration. In this study, we employed computational fluid dynamics (CFD) method along with Euler-Euler model and PBM model to analyze the distribution characteristics of the flow field within a micro-cyclonic floatation tube. The Lagrange method was utilized to analyze the trajectory of oil droplets, providing information on separation efficiency for different oil droplet sizes. Furthermore, we designed and constructed a dedicated test device for evaluating the oil removal performance. Experimental investigations were conducted to examine the influence of dissolved gas pressure and gas inlet on pressurized dissolved gas effect, and the relationship between bubble quality and oil removal performance was demonstrated. Finally, based on response surface optimization design method, we determined optimal operating conditions for swirl flotation tubes.
{"title":"Study on the flow field analysis and oil–water separation performance of micro-cyclonic floatation tube","authors":"","doi":"10.1016/j.apt.2024.104582","DOIUrl":"10.1016/j.apt.2024.104582","url":null,"abstract":"<div><p>The swirling air flotation technology has been extensively utilized in the field of oil-bearing wastewater treatment. However, methods for visualizing internal flow characteristics and optimizing equipment performance need further exploration. In this study, we employed computational fluid dynamics (CFD) method along with Euler-Euler model and PBM model to analyze the distribution characteristics of the flow field within a micro-cyclonic floatation tube. The Lagrange method was utilized to analyze the trajectory of oil droplets, providing information on separation efficiency for different oil droplet sizes. Furthermore, we designed and constructed a dedicated test device for evaluating the oil removal performance. Experimental investigations were conducted to examine the influence of dissolved gas pressure and gas inlet on pressurized dissolved gas effect, and the relationship between bubble quality and oil removal performance was demonstrated. Finally, based on response surface optimization design method, we determined optimal operating conditions for swirl flotation tubes.</p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141732258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-16DOI: 10.1016/j.apt.2024.104579
Powder formation using a ball mill has found applications in various industries such as extractive metallurgy, nanomaterials, chemicals, materials science, and pharmaceuticals, but the particle size reduction rate, speed, and milling/ignition time required for each industrial application are very crucial. A novel environmentally-friendly parametric modeling of wet ball-milling- Na2CO3(aq) leaching at low temperature without roasting operation was carried out to recover vanadium from vanadium-bearing steel slag (VBSS). The paradigm shift in the source of strategic metals (SMs) globally validates the fact that the gangue of today is the valuable mineral of tomorrow. Due to the depletion of primary resources, the world has shifted focus towards recovering SMs from secondary resources to cater to its upsurge demands and sustainability worldwide satisfactorily. VBSS has proven to be a promising secondary resource from which SMs especially vanadium can be recovered more economically and environmentally via mechanical activation-assisted leaching. In previous research works, a rigorous process (high temperature, high stirring speed pressure MA- leaching with/without roasting) has been used to recover vanadium from VBSS. This present research work investigated the effective processing of VBSS by paying meticulous attention to the processing parameters via particle size reduction (reactivity) equation derivation considering the chemical solution. A vanadium recovery efficiency above 80 % was achieved from VBSS at a reaction/milling time of 30 min, ball size 10 mm, BPR 7.8, speed 140 rpm, leaching time 2hrs, leaching temperature 80 °C–90 °C, and stirring speed 300 rpm. Generally, the experimental and derived theoretical model results follow the same trend in perfect agreement.
{"title":"Effect of parametric modeling of WET ball-milling on vanadium recovery from vanadium bearing steel slag","authors":"","doi":"10.1016/j.apt.2024.104579","DOIUrl":"10.1016/j.apt.2024.104579","url":null,"abstract":"<div><p>Powder formation using a ball mill has found applications in various industries such as extractive metallurgy, nanomaterials, chemicals, materials science, and pharmaceuticals, but the particle size reduction rate, speed, and milling/ignition time required for each industrial application are very crucial. A novel environmentally-friendly parametric modeling of wet ball-milling- Na<sub>2</sub>CO<sub>3</sub>(aq) leaching at low temperature without roasting operation was carried out to recover vanadium from vanadium-bearing steel slag (VBSS). The paradigm shift in the source of strategic metals (SMs) globally validates the fact that the gangue of today is the valuable mineral of tomorrow. Due to the depletion of primary resources, the world has shifted focus towards recovering SMs from secondary resources to cater to its upsurge demands and sustainability worldwide satisfactorily. VBSS has proven to be a promising secondary resource from which SMs especially vanadium can be recovered more economically and environmentally via mechanical activation-assisted leaching. In previous research works, a rigorous process (high temperature, high stirring speed pressure MA- leaching with/without roasting) has been used to recover vanadium from VBSS. This present research work investigated the effective processing of VBSS by paying meticulous attention to the processing parameters via particle size reduction (reactivity) equation derivation considering the chemical solution. A vanadium recovery efficiency above 80 % was achieved from VBSS at a reaction/milling time of 30 min, ball size 10 mm, BPR 7.8, speed 140 rpm, leaching time 2hrs, leaching temperature 80 °C–90 °C, and stirring speed 300 rpm. Generally, the experimental and derived theoretical model results follow the same trend in perfect agreement<strong>.</strong></p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141630797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-15DOI: 10.1016/j.apt.2024.104576
Lei Wang, Hongwei Li, Changhe Du, Wenpeng Hong
This study innovatively develops an ensemble learning method to predict the hydrogen yield of sorption-enhanced steam methane reforming (SE-SMR). Firstly, an experimental validated computational fluid dynamics model of SE-SMR is constructed based on an improved drag model. The H yield under different parameters is simulated for creating a database. Then, temperature, pressure, gas velocity and steam to carbon ratio are studied to obtain optimal conditions for methane conversion and gas production. Finally, XGBoost ensemble prediction model is employed to predict H yields and compared with AdaBoost and Bagging models. Results show that an increase in gas velocity and pressure leads to a decrease in methane conversion rate with lower hydrogen production efficiency. In addition, the preferred temperature for the reaction is about 998 K, and the S/C of 4 is an economically optimal choice. XGBoost prediction model predicts H yields with the highest accuracy. This study offers directional guidance for future improvements in hydrogen production efficiency.
本研究创新性地开发了一种集合学习方法,用于预测吸附强化蒸汽甲烷转化(SE-SMR)的产氢量。首先,基于改进的阻力模型,构建了经实验验证的 SE-SMR 计算流体动力学模型。模拟不同参数下的 H 收率,以建立数据库。然后,对温度、压力、气体速度和蒸汽与碳的比例进行研究,以获得甲烷转化和产气的最佳条件。最后,采用 XGBoost 集合预测模型预测 H 产率,并与 AdaBoost 和 Bagging 模型进行比较。结果表明,气体速度和压力的增加会导致甲烷转化率下降,同时降低制氢效率。此外,反应的理想温度约为 998 K,S/C 为 4 是经济上的最佳选择。XGBoost 预测模型预测氢气产量的准确度最高。这项研究为今后提高制氢效率提供了方向性指导。
{"title":"Sorption-enhanced steam methane reforming parameter analysis and performance prediction of ensemble learning methods using improved drag model","authors":"Lei Wang, Hongwei Li, Changhe Du, Wenpeng Hong","doi":"10.1016/j.apt.2024.104576","DOIUrl":"https://doi.org/10.1016/j.apt.2024.104576","url":null,"abstract":"This study innovatively develops an ensemble learning method to predict the hydrogen yield of sorption-enhanced steam methane reforming (SE-SMR). Firstly, an experimental validated computational fluid dynamics model of SE-SMR is constructed based on an improved drag model. The H yield under different parameters is simulated for creating a database. Then, temperature, pressure, gas velocity and steam to carbon ratio are studied to obtain optimal conditions for methane conversion and gas production. Finally, XGBoost ensemble prediction model is employed to predict H yields and compared with AdaBoost and Bagging models. Results show that an increase in gas velocity and pressure leads to a decrease in methane conversion rate with lower hydrogen production efficiency. In addition, the preferred temperature for the reaction is about 998 K, and the S/C of 4 is an economically optimal choice. XGBoost prediction model predicts H yields with the highest accuracy. This study offers directional guidance for future improvements in hydrogen production efficiency.","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141882006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-15DOI: 10.1016/j.apt.2024.104568
Iridium-loaded titanium oxide (Ir − IrO2/TiO2) particles with unique structures have a potential to become an outstanding highly conductive material for various applications. In this paper, we investigated the effectiveness of annealing treatment of flame-made Ir − IrO2/TiO2 particles to enhance its electrical conductivity. Before annealing treatment, the Ir − IrO2 species was amorphous even though the Ir − IrO2 species uniformly covered the TiO2 surface. After annealing treatment at temperature of 750 °C, the phase of IrO2 changed from amorphous to crystalline phase, and the degree of crystallinity of IrO2 increased. The electrical conductivity of the Ir − IrO2/TiO2 particles increased from 1.05 S.cm−1 to 1.85 S.cm−1 with increasing annealing temperature from before annealing to 750 °C, which demonstrates the improvement of the crystallinity of Ir − IrO2/TiO2 particles after annealing treatments.
具有独特结构的铱载氧化钛(Ir - IrO2/TiO2)颗粒有望成为一种出色的高导电材料,应用于各种领域。本文研究了退火处理火焰制造的 Ir - IrO2/TiO2 粒子对增强其导电性的有效性。退火处理前,虽然 Ir - IrO2 物种均匀地覆盖在 TiO2 表面,但 Ir - IrO2 物种是无定形的。在温度为 750 ℃ 的退火处理后,IrO2 的相从无定形相转变为结晶相,IrO2 的结晶度增加。随着退火温度的升高,Ir - IrO2/TiO2 颗粒的导电率从退火前的 1.05 S.cm-1 提高到 750 ℃ 的 1.85 S.cm-1,这表明退火处理后 Ir - IrO2/TiO2 颗粒的结晶度提高了。
{"title":"Effect of annealing treatment on nanostructure and electrical conductivity of flame-made Ir-IrO2/TiO2 particles","authors":"","doi":"10.1016/j.apt.2024.104568","DOIUrl":"10.1016/j.apt.2024.104568","url":null,"abstract":"<div><p>Iridium-loaded titanium oxide (Ir − IrO<sub>2</sub>/TiO<sub>2</sub>) particles with unique structures have a potential to become an outstanding highly conductive material for various applications. In this paper, we investigated the effectiveness of annealing treatment of flame-made Ir − IrO<sub>2</sub>/TiO<sub>2</sub> particles to enhance its electrical conductivity. Before annealing treatment, the Ir − IrO<sub>2</sub> species was amorphous even though the Ir − IrO<sub>2</sub> species uniformly covered the TiO<sub>2</sub> surface. After annealing treatment at temperature of 750 °C, the phase of IrO<sub>2</sub> changed from amorphous to crystalline phase, and the degree of crystallinity of IrO<sub>2</sub> increased. The electrical conductivity of the Ir − IrO<sub>2</sub>/TiO<sub>2</sub> particles increased from 1.05 S.cm<sup>−1</sup> to 1.85 S.cm<sup>−1</sup> with increasing annealing temperature from before annealing to 750 °C, which demonstrates the improvement of the crystallinity of Ir − IrO<sub>2</sub>/TiO<sub>2</sub> particles after annealing treatments.</p></div>","PeriodicalId":7232,"journal":{"name":"Advanced Powder Technology","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141624066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}