{"title":"Unveiling proportional three‐dimensional scale‐up behavior of a chaotic microreactor and developing mathematical models","authors":"Shi‐Xiao Wei, Hao‐Tian Tong, Ting‐Liang Xie, Shuang‐Feng Yin","doi":"10.1002/aic.70767","DOIUrl":"https://doi.org/10.1002/aic.70767","url":null,"abstract":"Establishing effective scale‐up strategies for chaotic microreactors remains challenging due to complex chaos evolution mechanisms. This study adopts an oscillating feedback microreactor (OFM) as a representative chaotic microreactor, integrates computational fluid dynamics and experimental validation to investigate proportional three‐dimensional scale‐up. We propose a unified analytical framework that bridges flow dynamics (secondary and chaotic structures), chaotic intensity (Lyapunov exponent), and mixing performance through empirical correlations consisting of inertia‐intensification, intrinsic, and scale‐factor terms. Results demonstrate that correlations describe 1×–3× OFMs quantitatively, while 6× and 12× cases retain the inherent feedback‐driven flow and effective mixing despite kinematic prediction deviations. The practical efficacy of this strategy is verified via the continuous synthesis of FePO <jats:sub>4</jats:sub> and Ce <jats:sub>2</jats:sub> (C <jats:sub>2</jats:sub> O <jats:sub>4</jats:sub> ) <jats:sub>3</jats:sub> across various scales, yielding consistent morphologies and comparable LiFePO <jats:sub>4</jats:sub> electrochemical performance. This work establishes a robust methodology and provides guidance for the industrial scale‐up of inertia‐driven chaotic microreactors while retaining effective mixing.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"20 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149376169","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}
AIChE JournalPub Date : 2026-11-10Epub Date: 2026-08-19DOI: 10.1002/aic.70593
Zhikun Peng, Qiufeng Liu, Kun Lu, Xingwei Xie, Zongyuan Wang, Longzhou Zhang, Zhourong Xiao, Young Dok Kim, Fei Chen, Zhongyi Liu, Kaihang Sun
{"title":"Boosting CO2 hydrogenation via the single-atom alloy engineering in copper/yttria-based catalysts","authors":"Zhikun Peng, Qiufeng Liu, Kun Lu, Xingwei Xie, Zongyuan Wang, Longzhou Zhang, Zhourong Xiao, Young Dok Kim, Fei Chen, Zhongyi Liu, Kaihang Sun","doi":"10.1002/aic.70593","DOIUrl":"10.1002/aic.70593","url":null,"abstract":"<p>The low-temperature activity of reverse water-gas shift reaction over the oxide-supported metal catalysts is limited by the H<sub>2</sub> activation. In this work, Co single atoms are introduced into the Y<sub>2</sub>O<sub>3</sub>-supported Cu nanoparticles to form the Co<sub>1</sub>Cu<sub>9</sub> single-atom alloy (SAA). The atomically dispersed Co species regulates the electronic structure of Cu induced by the electronic interaction, leading to the enhanced H<sub>2</sub> activation and boosting the charge transfer at the interfacial site. The Co<sub>1</sub>Cu<sub>9</sub> SAA facilitates the Cu<sup>+</sup> formation as well as the exposure of active Cu species. Combined with the results of density functional theory calculations and the <i>in situ</i> diffuse reflectance infrared Fourier transform spectroscopy studies, the introduction of Co single atoms is favorable for CO production through the formate route thermodynamically and kinetically. Therefore, the Co<sub>1</sub>Cu<sub>9</sub> SAA catalyst exhibits an enhanced low-temperature catalytic activity and considerable catalyst stability compared to the Cu catalyst.</p>","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"72 12","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148768672","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}
AIChE JournalPub Date : 2026-11-10Epub Date: 2026-08-26DOI: 10.1002/aic.70628
Yirong Wang, Qin Sun, Junbo Li, Tiantian Liu, Xiaohua Li, Liangzhi Yu, Sen Wang, Prasert Reubroycharoen, Lizhi Wu, Yu Tang, Li Tan
{"title":"Silica-encapsulated Co/BEA core–shell catalysts for PDH: Stabilizing tetrahedral Co2+ and inhibiting coke formation","authors":"Yirong Wang, Qin Sun, Junbo Li, Tiantian Liu, Xiaohua Li, Liangzhi Yu, Sen Wang, Prasert Reubroycharoen, Lizhi Wu, Yu Tang, Li Tan","doi":"10.1002/aic.70628","DOIUrl":"10.1002/aic.70628","url":null,"abstract":"<p>Propylene is a key chemical. Propane dehydrogenation (PDH) over non-noble cobalt catalysts suffers rapid deactivation from sintering and coking. Herein, we report a core–shell catalyst (1.0Co/BEA@<i>x</i>Si) with a mesoporous silica shell on Co-impregnated dealuminated Beta zeolite. The silica shell enhances Co dispersion and modulates Co reduction: it promotes the formation of active tetrahedral Co<sup>2+</sup> sites from Co<sub>3</sub>O<sub>4</sub> while suppressing over-reduction to metallic Co<sup>0</sup>. The optimized 1.0Co/[email protected] maintains ~99% propylene selectivity and achieves a formation rate of 71.0 gC<sub>3</sub>H<sub>6</sub>·g<sub>Co</sub><sup>−1</sup>·h<sup>−1</sup> after 980 min, far surpassing uncoated 1.0Co/BEA and most reported Co-based PDH catalysts. In situ and post-reaction analyses show the shell strengthens propane adsorption/activation and reduces coke formation. Core–shell engineering thus stabilizes active metal states via local redox microenvironment modulation, offering new design principles for robust alkane dehydrogenation catalysts.</p>","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"72 12","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148836278","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}
AIChE JournalPub Date : 2026-11-10DOI: 10.1002/aic.70727
Yabin Ma, Jinhui Xie, Tianjia Chen, Yinmin Zhang, Yongfeng Zhang, Qi Wang, Zhifei Hao, Min Fu, Fuping Li, Shaomin Liu
{"title":"Enhancing CO 2 separation stability of ceramic–carbonate hollow fiber membranes via coregulation of the support and salt","authors":"Yabin Ma, Jinhui Xie, Tianjia Chen, Yinmin Zhang, Yongfeng Zhang, Qi Wang, Zhifei Hao, Min Fu, Fuping Li, Shaomin Liu","doi":"10.1002/aic.70727","DOIUrl":"https://doi.org/10.1002/aic.70727","url":null,"abstract":"Ceramic–carbonate dual‐phase (CCDP) hollow fiber membranes show high potential for high‐temperature CO <jats:sub>2</jats:sub> separation due to high packing density and thin walls. However, a permeability–stability trade‐off exists: pore optimization boosts CO <jats:sub>2</jats:sub> flux but accelerates carbonate loss. Here, a synergistic strategy combining ceramic support optimization and molten salt modification is proposed. Porous GDC (Ce <jats:sub>0.8</jats:sub> Gd <jats:sub>0.2</jats:sub> O <jats:sub>2‐δ</jats:sub> ) supports were used, and the effect of 5 wt% nano‐TiO <jats:sub>2</jats:sub> in carbonate was studied. GDC1450 support achieved optimal porosity and strength. The membrane attained a CO <jats:sub>2</jats:sub> permeation flux of 5.32 mL·min <jats:sup>−1</jats:sup> ·cm <jats:sup>−2</jats:sup> at 900°C, outperforming most reported CCDP membranes. However, during a 100 h test at 700°C, its flux dropped 76% due to carbonate loss. In contrast, the nano‐TiO <jats:sub>2</jats:sub> ‐modified membrane showed flux reduction <10%. Nano‐TiO <jats:sub>2</jats:sub> enhanced carbonate retention, suppressed leakage, and improved durability. Overall, this synergistic strategy offers a viable route to overcome the trade‐off and develop CCDP membranes with both high flux and long‐term stability.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"30 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149374543","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}
AIChE JournalPub Date : 2026-11-10Epub Date: 2026-08-29DOI: 10.1002/aic.70618
Elmer B. Ledesma, Dev Patel, Michael P. Harold
{"title":"Steam-methane reforming on a Joule-heated Ni/ZrO2 coated FeCrAl wire: Rate enhancement, support effects and multiplicity","authors":"Elmer B. Ledesma, Dev Patel, Michael P. Harold","doi":"10.1002/aic.70618","DOIUrl":"10.1002/aic.70618","url":null,"abstract":"<p>This study examines direct Joule heating of catalyst-coated FeCrAl wires as a potential electrification method for steam-methane reforming (SMR). Application of a voltage across a coil coated with Ni/ZrO<sub>2</sub> or Ni/Al<sub>2</sub>O<sub>3</sub> reveals interesting and contrasting features. Under otherwise identical conditions involving a methane feed in excess steam, the Ni/ZrO<sub>2</sub>-coated wire exhibits significantly enhanced performance compared to the Ni/Al<sub>2</sub>O<sub>3</sub>-coated wire. Methane conversion is shown to be a multi-valued function of power in the form of a counterclockwise hysteresis loop. The addition of H<sub>2</sub> to the feed is shown to eliminate the lower steady-state branch resulting in a single-valued monotonic conversion vs. power curve. The coated-wire system exhibits an optimal power setting at which electrical energy is maximized. A phenomenological mechanism is proposed that explains the main features of the data, including the enhanced activity, H<sub>2</sub> promotional effect, and steady-state multiplicity.</p>","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"72 12","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148853324","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}
AIChE JournalPub Date : 2026-11-10Epub Date: 2026-09-08DOI: 10.1002/aic.70648
Huitian Yu, Jiewen Zhao, Heiko Briesen
{"title":"Model predictive control with inline parameter adaptation for direct crystal growth rate regulation","authors":"Huitian Yu, Jiewen Zhao, Heiko Briesen","doi":"10.1002/aic.70648","DOIUrl":"10.1002/aic.70648","url":null,"abstract":"<p>In batch cooling crystallization, many interactive factors, including supersaturation, reactor dimensions, and operating conditions, govern crystal growth and significantly influence product properties. Variables such as temperature or refractive index are used as surrogate control variables but have limitations in capturing growth rate complexity. Model predictive control can account for process dynamics and multiple variables but requires real-time growth rate estimates. In this study, a growth kinetics-based MPC with an inline single-crystal growth rate sensor was implemented for glycine, enabling inline adaptation of kinetic parameters and supporting stable closed-loop performance. The growth rate of the proxy crystal was verified by scanning sampled crystal populations using micro-computed tomography. Results indicate a physical limitation of constant-growth-rate control: Increasing supersaturation during cooling can promote nucleation and approach cooling capacity limits. The proposed MPC substantially reduces the need for retuning under changing process conditions and allows parameter adaptation, making it generalizable to other crystallization systems.</p>","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"72 12","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aic.70648","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148915405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Decoupling fluidization‐induced structural resistance and shear‐induced relaxation in gas–solid fluidized beds","authors":"Dong Wei, Song Yang, Yuxuan Tian, Xiaoliang Yan, Fei Wei, Chenxi Zhang","doi":"10.1002/aic.70749","DOIUrl":"https://doi.org/10.1002/aic.70749","url":null,"abstract":"Conventional measurement methods of apparent viscosity of fluidized gas–solid systems conflate the resistance associated with the fluidization state and the additional resistance variation induced by measurement‐imposed shear. Here, we characterize the coupled viscosity response to separately prescribed gas velocity and spindle rotation using <jats:italic>in situ</jats:italic> rotational rheology, pressure‐fluctuation analysis, particle image velocimetry, and fiber‐optic measurements. The low‐shear boundary viscosity decreased markedly with increasing gas velocity, whereas the terminal viscosity remained within 0.19–0.26 Pa·s, demonstrating distinct fluidization‐ and shear‐dependent resistance contributions. A structural relaxation index quantified their relative contrast. After finite‐range normalization, the Geldart B data collapsed onto a common Cross‐type curve with <jats:italic>K</jats:italic> = 24.91 s (characteristic time parameter) and <jats:italic>m</jats:italic> = 1.4 (dimensionless shear‐thinning index), yielding <jats:italic>R</jats:italic> <jats:sup>2</jats:sup> = 0.9992. This decoupling framework provides a quantitative basis for interpreting startup resistance, operating torque, and power demand in mechanically agitated or internally equipped fluidized beds.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"7 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149374541","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}
AIChE JournalPub Date : 2026-11-10Epub Date: 2026-08-30DOI: 10.1002/aic.70642
Ruizhen Song, Lei Dong, Yumei Qiao, Wangxin Ge, Chaoyi Yu, Haiyan Wang, Hongliang Jiang, Chunzhong Li
{"title":"Surfactant headgroup charge density governs the interfacial microenvironment for selective H2O2 electrosynthesis","authors":"Ruizhen Song, Lei Dong, Yumei Qiao, Wangxin Ge, Chaoyi Yu, Haiyan Wang, Hongliang Jiang, Chunzhong Li","doi":"10.1002/aic.70642","DOIUrl":"10.1002/aic.70642","url":null,"abstract":"<p>Electrolyte engineering effectively steers reaction selectivity in electrochemical H<sub>2</sub>O<sub>2</sub> synthesis via the two-electron oxygen reduction reaction (2e<sup>−</sup> ORR), yet rational additive design remains challenging due to limited understanding of how molecular structure governs interfacial microenvironments. Herein, we establish the headgroup charge density of anionic surfactants as a key descriptor for 2e<sup>−</sup> ORR selectivity. Systematic comparison of four dodecyl-chain surfactants (sodium dodecyl sulfate, SDS; sodium dodecyl benzene sulfonate, SDBS; sodium dodecyl sulfonate, SDSO; sodium monododecyl phosphate, SMDP) reveals a selectivity order (SMDP > SDSO > SDBS > SDS) that correlates directly with headgroup charge density and K<sup>+</sup> binding strength. Multiscale investigations show that high-charge-density headgroups participate in K<sup>+</sup> solvation, displacing water and rigidifying the interfacial hydrogen-bond network, creating a kinetic bottleneck for proton transfer that suppresses *OOH over-reduction. Consequently, the SMDP-modified electrolyte achieves 98% Faradaic efficiency at 200 mA cm<sup>−2</sup> in a flow cell with stable 44 h operation.</p>","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"72 12","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148860802","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}
AIChE JournalPub Date : 2026-11-10Epub Date: 2026-09-01DOI: 10.1002/aic.70645
Quanqi Zhang, Zhonghua Jiang, Bo Yang, Binbin He, Ye Yang, Yucai Qin, Jian Zheng, Yi Mei, Yun Zu
{"title":"Alloy-vacancy engineering evolved from Al–OH anchored NiCo layered structure enables durable methane dry reforming","authors":"Quanqi Zhang, Zhonghua Jiang, Bo Yang, Binbin He, Ye Yang, Yucai Qin, Jian Zheng, Yi Mei, Yun Zu","doi":"10.1002/aic.70645","DOIUrl":"10.1002/aic.70645","url":null,"abstract":"<p>Alloying Ni with another metal on γ-Al<sub>2</sub>O<sub>3</sub> support holds considerable promise to enhance carbon-resistance in dry reforming of methane (DRM), yet its effectiveness is constrained by poorly controlled alloy structure and surface Al-OH groups. Herein, bimetallic NiCo/γ-Al<sub>2</sub>O<sub>3</sub> catalysts were designated using electropositive NiCo complexes via a strong electrostatic adsorption strategy. The NiCo alloy and oxygen vacancy were primarily derived from the evolution of surface Al-<i>μ</i><sub><i>2</i></sub>-OH and Al-<i>μ</i><sub><i>3</i></sub>-OH groups anchored NiCo layered structures. The optimized Ni<sub>3.0</sub>Co<sub>3.0</sub>Al catalyst achieved near-thermodynamic-equilibrium CH<sub>4</sub> and CO<sub>2</sub> conversions, along with ultra-low coke deposition rate (0.03 mg<sub>coke</sub>·g<sub>cat</sub><sup>−1</sup>·h<sup>−1</sup>) after 200 h on-stream at 600°C. Microkinetic and in situ FTIR studies elucidated the reaction mechanism, wherein CH<sub><i>x</i></sub>* species from CH<sub>4</sub> decomposition on atomically uniform NiCo alloys were rapidly eliminated by surface Al–OH and reactive O* generated from CO<sub>2</sub> dissociation on limited oxygen vacancies, forming labile HCOO* and CH<sub><i>x</i></sub>O* intermediates, while effectively suppressing the Boudouard reaction, thereby ensuring exceptional catalyst longevity.</p>","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"72 12","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148860798","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}
AIChE JournalPub Date : 2026-11-10Epub Date: 2026-09-11DOI: 10.1002/aic.70617
Roseanna N. Zia
{"title":"Reply to Smallenburg: Near-melting nucleation and the exponential growth of hard-sphere nucleation times","authors":"Roseanna N. Zia","doi":"10.1002/aic.70617","DOIUrl":"10.1002/aic.70617","url":null,"abstract":"","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"72 12","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148946835","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}