Chemical Engineering and Processing - Process Intensification最新文献

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Ohmic-assisted hydrodistillation as an effective approach for high-yield citrus essential oil extraction 欧姆辅助加氢蒸馏法高效提取柑橘精油
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-24 DOI: 10.1016/j.cep.2025.110520
Imro’ah Ikarini , Elok Waziiroh , Widya Dwi Rukmi Putri , Christina Winarti , Sudarminto Setyo Yuwono
{"title":"Ohmic-assisted hydrodistillation as an effective approach for high-yield citrus essential oil extraction","authors":"Imro’ah Ikarini ,&nbsp;Elok Waziiroh ,&nbsp;Widya Dwi Rukmi Putri ,&nbsp;Christina Winarti ,&nbsp;Sudarminto Setyo Yuwono","doi":"10.1016/j.cep.2025.110520","DOIUrl":"10.1016/j.cep.2025.110520","url":null,"abstract":"<div><div>In recent years, the integration of electrical heating techniques into conventional distillation systems has garnered considerable interest in the distillation of essential oils. One such approach is ohmic-assisted hydrodistillation (OAHD). This technology integrates ohmic heating and hydrodistillation (HD). This study examines the impact of various raw materials, including fresh citrus peel, oven-dried citrus peel, and sun-dried citrus peel, on OAHD and HD. Parameters evaluated included extraction time, oil yield, energy consumption, chemical composition, and sensory characteristics. The extraction time of OAHD was significantly faster than HD, with a boiling point of 8.10–9.35 min compared to 27.83–31.99 min in HD. The yield of essential oils produced by OAHD was 8.8-14.9% compared to HD, 5.8–11.9%. Energy consumption was also lower with OAHD, indicating higher process efficiency. D-limonene was identified as the predominant compound across all treatments. Sensory evaluation revealed that essential oils from fresh peels had a fresh, sweet–sour aroma, while those from dried peels exhibited stronger herbal and woody notes. Overall, OAHD emerges as an excellent method with significant implications for process intensification in the extraction process of mandarin citrus essential oils.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110520"},"PeriodicalIF":3.9,"publicationDate":"2025-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144908638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Numerical study on improving corrugated plate gas–liquid separator performance by integrating baffle and hook designs 挡板与挂钩结合设计改善波纹板气液分离器性能的数值研究
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-23 DOI: 10.1016/j.cep.2025.110514
Maha Ahmed , Michael Mansour , Mohamed Salem , Abouelmagd Abdelsamie
{"title":"Numerical study on improving corrugated plate gas–liquid separator performance by integrating baffle and hook designs","authors":"Maha Ahmed ,&nbsp;Michael Mansour ,&nbsp;Mohamed Salem ,&nbsp;Abouelmagd Abdelsamie","doi":"10.1016/j.cep.2025.110514","DOIUrl":"10.1016/j.cep.2025.110514","url":null,"abstract":"<div><div>Steam–water separators are critical in industrial applications, especially in thermal and nuclear power plants and thermo-chemical hydrogen production. These devices enhance system efficiency by removing water droplets from steam, ensuring dry steam delivery to downstream equipment. The performance of steam–water separators depends on structural design and operating conditions. This study numerically investigates the performance of corrugated plate steam separators with various baffle and hook configurations to optimize separation efficiency and pressure drop. Six designs (Shape-I to Shape-VI) were evaluated using CFD simulations incorporating the <span><math><mrow><mi>k</mi><mo>−</mo><mi>ϵ</mi></mrow></math></span> turbulence model, the Discrete Phase Model (DPM), and the Discrete Random Walk (DRW) model to capture fluid dynamics and droplet behavior. Velocity distribution, pressure drop, and separation efficiency were analyzed. Results showed that Shape-V (baffles and double hooks) and Shape-VI (staged hooks) offered the highest performance. Shape-VI achieved 99.8% separation efficiency at high inlet velocity but with a higher pressure drop. In contrast, Shape-V achieved slightly lower efficiency with a 48% reduction in pressure drop, making it more suitable when minimizing pressure loss is essential. These findings support the design of more efficient and cost-effective separators, contributing to improved energy system performance and operational reliability.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110514"},"PeriodicalIF":3.9,"publicationDate":"2025-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144895250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unveiling the role of mixing enhancement in oxygen vacancy concentration and particle size during high-throughput synthesis of ZnO photocatalyst in a microreactor 揭示了混合增强在微反应器高通量合成ZnO光催化剂过程中对氧空位浓度和粒径的影响
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-23 DOI: 10.1016/j.cep.2025.110518
Hao-Tian Tong , Yan-Jiang Liu , Shi-Xiao Wei , Hua Yang , Ting-Liang Xie , Shuang-Feng Yin
{"title":"Unveiling the role of mixing enhancement in oxygen vacancy concentration and particle size during high-throughput synthesis of ZnO photocatalyst in a microreactor","authors":"Hao-Tian Tong ,&nbsp;Yan-Jiang Liu ,&nbsp;Shi-Xiao Wei ,&nbsp;Hua Yang ,&nbsp;Ting-Liang Xie ,&nbsp;Shuang-Feng Yin","doi":"10.1016/j.cep.2025.110518","DOIUrl":"10.1016/j.cep.2025.110518","url":null,"abstract":"<div><div>Oxygen vacancy (O<sub>v</sub>) concentration and particle size (<em>d</em>) are critical to the performance of metal oxide photocatalysts. Here, taking advantage of strong chaotic mixing performance in a four-stage oscillating feedback microreactor (FOFM), the ZnO with small <em>d</em> and high O<sub>v</sub> concentration were controllably prepared. First, dye-tracer experiments and Villermaux-Dushman reactions were used to investigate the macroscopic and micromixing performance within FOFM. Then, ZnO was prepared using FOFM at different flow rates, and the role of mixing enhancement in <em>d</em> and O<sub>v</sub> concentration of ZnO was unveiled. The results indicate that increasing flow rates would enhance chaos intensity of fluids, thereby obtaining products with smaller <em>d</em> and higher O<sub>v</sub> concentration. Photocatalytic tests indicate that ZnO prepared with small <em>d</em> has excellent photocatalytic performance for methyl orange degradation. DFT calculations prove that O<sub>v</sub> can reduce adsorption energy of ZnO-*O<sub>2</sub> and enhance bonding strength between Zn and *O, thereby promoting adsorption of O<sub>2</sub>.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110518"},"PeriodicalIF":3.9,"publicationDate":"2025-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144895247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synergistic role of Cyanex 272 saponification and acetate buffering in selective Co(II)/Ni(II) separation via Green Emulsion Liquid Membrane (GELM) 绿色乳状液膜(GELM)对Co(II)/Ni(II)选择性分离的协同作用
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-20 DOI: 10.1016/j.cep.2025.110504
Farzin Sadehlari, Stevan Dubljevic
{"title":"Synergistic role of Cyanex 272 saponification and acetate buffering in selective Co(II)/Ni(II) separation via Green Emulsion Liquid Membrane (GELM)","authors":"Farzin Sadehlari,&nbsp;Stevan Dubljevic","doi":"10.1016/j.cep.2025.110504","DOIUrl":"10.1016/j.cep.2025.110504","url":null,"abstract":"<div><div>This study explores the selective extraction of cobalt and nickel ions from acidic solutions using a Green Emulsion Liquid Membrane (GELM) system. Corn oil was selected as a green diluent based on shake-out tests. The membrane phase was formulated by dissolving Cyanex 272 (as extractant) and a binary surfactant system (Span 80 and Tween 80) in corn oil, then emulsified with sulfuric acid (H<sub>2</sub>SO<sub>4</sub>) as the internal stripping agent. Partial saponification of Cyanex 272 enhanced extraction efficiency, while sodium acetate served as a buffering agent to improve selectivity. Equilibrium studies validated the extraction mechanism. An optimized surfactant blend of 4% v/v (80% Span 80, 20% Tween 80) provided superior emulsion stability. Key operational parameters were optimized, including extractant concentration (25% v/v, 30% saponified), sodium acetate concentration (1.5 M), feed pH (5), treatment ratio (5:1), stirring speed (200 rpm), time (20 min), phase ratio (2:3), and stripping agent (1 M H<sub>2</sub>SO<sub>4</sub>). Under these conditions, cobalt extraction reached 95.0%, with minimal nickel co-extraction (3.8%), yielding a high separation factor. The membrane phase was successfully recycled twice with minimal loss in performance, demonstrating the feasibility of this sustainable approach for selective metal separation.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110504"},"PeriodicalIF":3.9,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144895251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A CFD-assisted UV- H2O2 advanced oxidation process intensification in a novel photoreactor through reflector shape optimization 基于反射器形状优化的cfd辅助UV- H2O2高级氧化过程强化
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-20 DOI: 10.1016/j.cep.2025.110517
Mohammad Mohammadrezaei, Hossein Khosravi, Farshad Kowsary, Alireza Jalali
{"title":"A CFD-assisted UV- H2O2 advanced oxidation process intensification in a novel photoreactor through reflector shape optimization","authors":"Mohammad Mohammadrezaei,&nbsp;Hossein Khosravi,&nbsp;Farshad Kowsary,&nbsp;Alireza Jalali","doi":"10.1016/j.cep.2025.110517","DOIUrl":"10.1016/j.cep.2025.110517","url":null,"abstract":"<div><div>Incorporating reflectors in advanced oxidation processes offers advantages in both the maintenance and performance of novel reactors when compared to conventional ones. A Monte Carlo radiation simulation was developed for a novel photoreactor and integrated into a genetic algorithm to optimize the shape of reflectors for maximum radiation absorption on the effluent pipe. To assess the overall performance of photoreactors with optimized and non-optimized reflectors, as well as conventional photoreactors, the fluid flow, radiation distribution, and chemical reactions were simulated using a well-validated computational fluid dynamics (CFD) model. The flow rate, radiative power, and pollutant concentration at the inlet were held constant across the three photoreactor designs to compare the degradation efficiency of model pollutants, namely Tributyl Phosphate (TBP), Tri 2-Chloroethyl Phosphate (TCEP), and Tri 2-Butoxyethyl Phosphate (TBEP). At a flow rate of 10 gallons per minute (GPM), the photoreactor with optimized reflectors showed 14.12 %, 5.96 %, and 8.37 % higher degradation of TBP, TCEP, and TBEP, respectively, compared to the conventional photoreactor. When compared to the photoreactor with non-optimized reflectors, the degradation rates improved by 4.33 %, 2.52 %, and 2.1 %, respectively.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110517"},"PeriodicalIF":3.9,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144895249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on the influence of premixed volume on methane explosion dynamics under semi-confined conditions 半密闭条件下预混体积对甲烷爆炸动力学影响的研究
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-18 DOI: 10.1016/j.cep.2025.110515
Jing Guoxun, Sun Yue, Liu Chuang
{"title":"Study on the influence of premixed volume on methane explosion dynamics under semi-confined conditions","authors":"Jing Guoxun,&nbsp;Sun Yue,&nbsp;Liu Chuang","doi":"10.1016/j.cep.2025.110515","DOIUrl":"10.1016/j.cep.2025.110515","url":null,"abstract":"<div><div>Gas explosion accidents are highly destructive, and the gas dispersion range significantly affects the explosion intensity. This study combines experiments and simulations in a semi - enclosed pipe to explore how different premixed volumes affect methane - air explosion dynamics and energy release efficiency. Results show that as the premixed volume increases, the average flame propagation velocity rises linearly, the time for the flame front to reach its farthest distance increases, and the peak explosion overpressure changes logarithmically. Expansion waves from the opening create negative pressure inside the pipe, gathering residual flammable gases. This allows unreacted fuel to mix with air again and participate in the explosion, providing energy for multi - peak fluctuations in explosion pressure. At 10vol% conditions, the explosion energy release coefficient correlates positively with the premixed volume. This research offers a theoretical basis for assessing gas explosion accidents and predicting losses.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110515"},"PeriodicalIF":3.9,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144886622","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence and correlation analysis of urea injection method and mixer combination on SCR performance 尿素注入方式和混合器组合对SCR性能的影响及相关性分析
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-16 DOI: 10.1016/j.cep.2025.110513
Jianbin Luo , Zongfa Jia , Song Xu , Guiguang Chen , Haiguo Zhang , Chunmei Jiang
{"title":"Influence and correlation analysis of urea injection method and mixer combination on SCR performance","authors":"Jianbin Luo ,&nbsp;Zongfa Jia ,&nbsp;Song Xu ,&nbsp;Guiguang Chen ,&nbsp;Haiguo Zhang ,&nbsp;Chunmei Jiang","doi":"10.1016/j.cep.2025.110513","DOIUrl":"10.1016/j.cep.2025.110513","url":null,"abstract":"<div><div>As emission standards have been tightened globally, reducing nitrogen oxide (NO<sub>x</sub>) emissions is a strict challenge for the internal combustion engine industry. In this paper, it aims to explore the effects of different urea injection methods and mixer combinations on the performance of the selective catalytic reduction (SCR) system, as well as to perform correlation analysis by using the computational fluid dynamics (CFD) method. Firstly, the total SCR system model including a urea injection device and mixer has been built after the numerical simulation method was validated by comparing the results of the experimental data. Secondly, the effects of different injection methods and mixer configurations on turbulence energy, ammonia (NH₃) distribution uniformity, pressure drop, and NO<sub>x</sub> reduction (de-NO<sub>x</sub>) efficiency were analyzed. It is revealed that the mixer combination can significantly improve turbulence energy and NH₃ uniformity. The center injection method can provide better NH₃ uniformity and lower pressure drop compared to the wall injection method. Among the double mixers, the T-E type mixer is demonstrated to have superior de-NO<sub>x</sub> efficiency, while the E-type mixer excels in turbulence generation and mixing. Finally, the Analytic Hierarchy Process (AHP) has been used to assign weights to performance indicators, and the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) identified Case D1 as the optimal configuration. For the T-E type mixer, de-NO<sub>x</sub> efficiency can be improved by over 10 %. For the center injection method, the pressure drop is reduced by 15 % and NH₃ uniformity is enhanced by 20 %. It is highlighted that the urea injection method and mixer combination play a critical role in optimizing SCR system performance and efficiency. At the same time, it also provides a systematic approach to solving problems by comprehensively considering the coordinated coupling actions between various components of the entire SCR system.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110513"},"PeriodicalIF":3.9,"publicationDate":"2025-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144890502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Numerical simulation on liquid film flow turbulence characteristics of corrugated baffle-type plate under high Reynolds number 高雷诺数下波纹折流板液膜流动湍流特性的数值模拟
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-15 DOI: 10.1016/j.cep.2025.110511
Liang Wang
{"title":"Numerical simulation on liquid film flow turbulence characteristics of corrugated baffle-type plate under high Reynolds number","authors":"Liang Wang","doi":"10.1016/j.cep.2025.110511","DOIUrl":"10.1016/j.cep.2025.110511","url":null,"abstract":"<div><div>The stability of falling film flow is an important research problem in the vertical falling film evaporation flow.In this paper, the vertical falling film device with corrugated baffles is proposed, corrugated baffles are added to the structure of the traditional flat falling film device.The falling film device is simulated by fluent, and the effects of wave height, wavelength and inlet flow rate on the measurement results are analyzed. The results show that compared with the traditional flat plate liquid film falling device, the corrugated plate baffle has smaller turbulence intensity and greater resistance liquid film thickness. The higher wave height is, the turbulence intensity of the corrugated baffle is greater. However, the thickness of liquid film varies greatly. The smaller wavelength is, the turbulence intensity of the corrugated plate is smaller, but the change of liquid film thickness is also very small. The maximum deviation between the empirical formula of the fitting curve between the liquid film thickness and Reynolds number and the calculated value is 14.93 %. The maximum deviation of average liquid film thickness is 2.32 %, the maximum standard deviation(SD)is 0.27 mm, and the maximum relative standard deviation(RSD)is 0.061.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110511"},"PeriodicalIF":3.9,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144892145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Next-Gen Bioprocessing: Sustainable Scale-Up of Triple Algal Co-culture System 新一代生物处理:三联藻共培养系统的可持续扩大
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-15 DOI: 10.1016/j.cep.2025.110512
Buse Dincoglu, Bahar Aslanbay Guler, Zeliha Demirel, Esra Imamoglu
{"title":"Next-Gen Bioprocessing: Sustainable Scale-Up of Triple Algal Co-culture System","authors":"Buse Dincoglu,&nbsp;Bahar Aslanbay Guler,&nbsp;Zeliha Demirel,&nbsp;Esra Imamoglu","doi":"10.1016/j.cep.2025.110512","DOIUrl":"10.1016/j.cep.2025.110512","url":null,"abstract":"<div><div>In recent years, microalgae have attracted considerable interest because of their diverse uses in sustainable biotechnology. The role of microalgae in industrial biotechnology is steadily increasing; however, limitations (e.g. cost, operations and maintenance) encountered during scaling-up processes necessitate the development of more efficient methods. The co-culture approach offers numerous advantages, including enhanced productivity, sustainability, product diversity, cost-effective operations, and eco-friendly processing. In this study, a triple algal co-culture of <em>Haematococcus pluvialis Chlorella vulgaris</em>, and <em>Spirulina platensis</em> was scaled up in air-lift photobioreactors (ALPBRs) from 2 L to 8 L using constant power consumption per unit volume as the scale-up strategy. The results indicated that scaling-up increased productivity (approximately 1.3-fold increase), with significant improvements in production parameters observed in the 8 L ALPBR<strong>.</strong> Biomass productivity showed a 1.75-fold increase when scaling from 2 L to 8 L. Protein, chlorophyll and carotenoid productivities increased 1.5-fold, 1.2-fold, and 1.1-fold, respectively, compared to the 2 L ALPBR. These results demonstrate that the triple algal co-culture system enhances both energy and product efficiency, confirming the effectiveness of scale-up using a constant power consumption per unit volume strategy and highlighting its potential for more sustainable and efficient microalgal production processes through increased biomass and bioactive product yields.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110512"},"PeriodicalIF":3.9,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144879931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hybrid modelling approaches in process intensification: A thorough review 过程强化中的混合建模方法:全面回顾
IF 3.9 3区 工程技术
Chemical Engineering and Processing - Process Intensification Pub Date : 2025-08-14 DOI: 10.1016/j.cep.2025.110496
Flora Esposito , Ulderico Di Caprio , Simona Buzzi , Florence Vermeire , M. Enis Leblebici
{"title":"Hybrid modelling approaches in process intensification: A thorough review","authors":"Flora Esposito ,&nbsp;Ulderico Di Caprio ,&nbsp;Simona Buzzi ,&nbsp;Florence Vermeire ,&nbsp;M. Enis Leblebici","doi":"10.1016/j.cep.2025.110496","DOIUrl":"10.1016/j.cep.2025.110496","url":null,"abstract":"<div><div>Hybrid modelling has emerged as a powerful approach in process intensification, integrating first-principles models with data-driven models to optimise industrial processes. This review provides a comprehensive analysis of the application of hybrid modelling in process intensification, examining its role in enhancing efficiency, sustainability, and adaptability in chemical and bioprocess industries. The paper discusses various hybrid modelling strategies, including parallel, serial, nested architectures and physics-informed machine learning models, demonstrating their effectiveness in addressing complex engineering challenges. The applications of hybrid modelling are reviewed concerning the four key subgroups of PI: time, energy, structure, and synergy, showcasing their impact in reducing process duration, optimising energy use, integrating unit operations, and enhancing system design. By exploiting hybrid modelling techniques, industries can overcome data limitations, improve predictive accuracy, and accelerate the development of next-generation processes.</div></div>","PeriodicalId":9929,"journal":{"name":"Chemical Engineering and Processing - Process Intensification","volume":"217 ","pages":"Article 110496"},"PeriodicalIF":3.9,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144893199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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