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Adaptive Intelligent Control of a Lumped EvaporatorModel Using Wavelet-Based Neural PID with IIR Filtering
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作者 M.A.Vega Navarrete P.J.Argumedo Teuffer +2 位作者 C.M.RodríguezRomán L.E.Marrón Ramírez E.A.IslasNarvaez 《Frontiers in Heat and Mass Transfer》 2026年第1期354-374,共21页
This article presents an adaptive intelligent control strategy applied to a lumped-parameter evaporator model,i.e.,a simplified dynamic representation treating the evaporator as a single thermal node with uniform temp... This article presents an adaptive intelligent control strategy applied to a lumped-parameter evaporator model,i.e.,a simplified dynamic representation treating the evaporator as a single thermal node with uniform temperature distribution,suitable for control design due to its balance between physical fidelity and computational simplicity.The controller uses a wavelet-based neural proportional,integral,derivative(PID)controller with IIR filtering(infinite impulse response).The dynamic model captures the essential heat and mass transfer phenomena through a nonlinear energy balance,where the cooling capacity“Qevap”is expressed as a non-linear function of the compressor frequency and the temperature difference,specifically,Q_(evap)=k_(1)u(T_(in)−T_(e))with u as compressor frequency,Te evaporator temperature,and Tin inlet fluid temperature.The operating conditions of the system,in general terms,focus on the following variables,the overall thermal capacity is 1000 J/K,typical for small-capacity heat exchangers,The mass flow is 0.05 kg/s,typical for secondary liquid cooling circuits,the overall loss coefficient of 50 W/K that corresponds to small evaporators with partial insulation,the temperatures(inlet)of 10℃and the temperature of environment of 25℃,thermal load of 200 W that corresponds to a small-scaled air conditioning applications.To handle system nonlinearities and improve control performance,aMorlet wavelet-based neural network(Wavenet)is used to dynamically adjust the PID gains online.An IIR filter is incorporated to smooth the adaptive gains,improving stability and reducing oscillations.In contrast to prior wavelet-or neural-adaptive PID controllers in HVAC applications,which typically adjust gains without explicit filtering or not tailored to evaporator dynamics,this work introduces the first PID–Wavenet scheme augmented with an IIR-based stabilization layer,specifically designed to address the combined challenges of nonlinear evaporator behavior,gain oscillation,and real-time implementability.The proposed controller(PID-Wavenet+IIR)is implemented and validated inMATLAB/Simulink,demonstrating superior performance compared to a conventional PID tuned using Simulink’s auto-tuning function.Key results include a reduction in settling time from 13.3 to 8.2 s,a reduction in overshoot from 3.5%to 0.8%,a reduction in steady-state error from 0.12℃ to 0.02℃and a 13%reduction in energy overall consumption.The controller also exhibits greater robustness and adaptability under varying thermal loads.This explicit integration of wavelet-driven adaptation with IIR-filtered gain shaping constitutes the main methodological contribution and novelty of the work.These findings validate the effectiveness of the wavelet-based adaptive approach for advanced thermal management in refrigeration and HVAC systems,with potential applications in controlling variable-speed compressors,liquid chillers,and compact cooling units. 展开更多
关键词 evaporator modeling heat transfer systems adaptive control PID-Wavenet IIR filtering dynamic cooling optimization
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Engineering Renewable Lignocellulosic Biomass as Sustainable Solar-Driven Interfacial Evaporators
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作者 Jinlong Zhu Jifei Zhang +8 位作者 Jincheng Zha Siqi Zhao Wenfeng Ren Bing Wang Ling-Ping Xiao Sanwei Hao Changyou Shao Jun Yang Runcang Sun 《Nano-Micro Letters》 2026年第5期846-891,共46页
The increasing scarcity of freshwater resources has driven the rapid emergence of solar-driven interfacial evaporators(SDIEs)as a sustainable approach to harvest fresh water by utilizing solar energy.Lignocellulosic b... The increasing scarcity of freshwater resources has driven the rapid emergence of solar-driven interfacial evaporators(SDIEs)as a sustainable approach to harvest fresh water by utilizing solar energy.Lignocellulosic biomass,featuring natural abundance,excellent renewability,unique natural structures,and superior biodegradability compared to the synthetic polymers,is highly attractive for constructing solar steam generators.This review aims to offer an innovative and in-depth insight into designing and optimizing highperformance integrated solar interfacial evaporators derived from renewable lignocellulosic biomass.First,the structural characteristics of lignocellulosic biomass are briefly introduced,serving as photothermal layer or supporting substrates in SDIEs.Secondly,the fabrication methods and processing technologies of lignocellulosic biomass-based evaporators are summarized from the perspective of photothermal layer and supporting substrates.Next,the most recent advances of regulation and optimization strategies are proposed to improve evaporation efficiency.Subsequently,this review summarizes the diverse functionalities of SDIEs,including desalination,power generation,wastewater treatment and antimicrobial,atmospheric water harvesting,and photocatalytic hydrogen production.Finally,the challenges in this field and outlook on the future development are discussed,which are anticipated to provide new opportunities for the advancement of lignocellulosic biomass-based SDIEs. 展开更多
关键词 Lignocellulosic biomass Wood CELLULOSE LIGNIN Solar-driven interfacial evaporators
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Nature-Inspired Upward Hanging Evaporator with Photothermal 3D Spacer Fabric for Zero-Liquid-Discharge Desalination
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作者 Ye Peng Yang Shao +3 位作者 Longqing Zheng Haoxuan Li Meifang Zhu Zhigang Chen 《Nano-Micro Letters》 2026年第1期545-561,共17页
While desalination is a key solution for global freshwater scarcity,its implementation faces environmental challenges due to concentrated brine byproducts mainly disposed of via coastal discharge systems.Solar interfa... While desalination is a key solution for global freshwater scarcity,its implementation faces environmental challenges due to concentrated brine byproducts mainly disposed of via coastal discharge systems.Solar interfacial evaporation offers sustainable management potential,yet inevitable salt nucleation at evaporation interfaces degrades photothermal conversion and operational stability via light scattering and pathway blockage.Inspired by the mangrove leaf,we propose a photothermal 3D polydopamine and polypyrrole polymerized spacer fabric(PPSF)-based upward hanging model evaporation configuration with a reverse water feeding mechanism.This design enables zero-liquiddischarge(ZLD)desalination through phase-separation crystallization.The interconnected porous architecture and the rough surface of the PPSF enable superior water transport,achieving excellent solar-absorbing efficiency of 97.8%.By adjusting the tilt angle(θ),the evaporator separates the evaporation and salt crystallization zones via controlled capillary-driven brine transport,minimizing heat dissipation from brine discharge.At an optimal tilt angle of 52°,the evaporator reaches an evaporation rate of 2.81 kg m^(−2) h^(−1) with minimal heat loss(0.366 W)under 1-sun illumination while treating a 7 wt%waste brine solution.Furthermore,it sustains an evaporation rate of 2.71 kg m^(−2) h^(−1) over 72 h while ensuring efficient salt recovery.These results highlight a scalable,energy-efficient approach for sustainable ZLD desalination. 展开更多
关键词 DESALINATION Solar interfacial evaporation Biomimetic design Zero liquid discharge Thermal management
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Efficient fabrication of fabric-based Janus interfacial evaporator via melt centrifugal spinning for simultaneous solar evaporation,pollutant degradation,antibacterial action,and thermoelectric output 被引量:1
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作者 Yingying Chen Rong Zhou +5 位作者 Hao Wang Xiaowei Ning Yu Du Heng Xie Ting Wu Jinping Qu 《Journal of Energy Chemistry》 2025年第6期385-394,I0009,共11页
Fiber fabrics have been wildly utilized for solar interracial evaporators to address freshwater scarcity.However,the complex and expensive manufacturing processes remain limited to their scalable development.Herein,a ... Fiber fabrics have been wildly utilized for solar interracial evaporators to address freshwater scarcity.However,the complex and expensive manufacturing processes remain limited to their scalable development.Herein,a fabric-based Janus interracial evaporator is efficiently fabricated on a large scale by integrating an extremely innovative self-designed melt-centrifugal spinning technology with spray coating technology.The prepared fabric-based Janus interfacial evaporator has differential hydrophilicity,uneven surfaces,and channels that allow moisture escape.Benefiting from the excellent photothermai conversion of graphene oxide and the charge transfer actions of titanium dioxide,such a multifunction evaporator can reach a high evaporation rate of 1.72 kg m^(-2)h^(-1)under 1 sun irradiation,a superior antibacterial rate of 99%,excellent photocatalytic degradation,and effective thermoelectric ability simultaneously.Moreover,it also shows fantastic performance in salt resistance,recyclable evaporation,and real desalination,This work demonstrates a high-efficiency,cost-effective,multifunctional,and scalable strategy for high-performance fiber fabrics solar interfacial evaporation. 展开更多
关键词 Melt-centrifugal spinning Solar interfacial evaporation Thermoelectric ANTIBACTERIAL Photocatalytic degradation
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Enhancing wastewater treatment efficiency with stereoscopic hydrogel evaporators and renewable energy integration for sustainability
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作者 unxiao Wang Yue Tian +3 位作者 Yonghang Yu Liang Wang Guangmiao Qu Shengyang Yang 《Chinese Journal of Chemical Engineering》 2025年第4期38-46,共9页
Enhancing wastewater treatment efficiency through innovative technologies is paramount in addressing global environmental challenges.This study explores utilizing stereoscopic hydrogel evaporators combined with renewa... Enhancing wastewater treatment efficiency through innovative technologies is paramount in addressing global environmental challenges.This study explores utilizing stereoscopic hydrogel evaporators combined with renewable energy sources to optimize wastewater treatment processes.A cross-linked super absorbent polymer(SAP)hydrogel was synthesized using acrylic acid and 2-hydroxyethyl methacrylate monomers and integrated with a light-absorbing carbon membrane to form a solar-assisted evaporator(MSAP).The MSAP achieved a high evaporation rate of 3.08 kg m^(-2)·h^(-1)and a photothermal conversion efficiency of 94.27%.It demonstrated excellent removal efficiency for dye-polluted wastewater,significantly reducing concentrations of pollutants.The MSAP maintained high performance in outdoor conditions,showcasing its potential for real-world applications.This approach,incorporating both solar and wind energy,significantly boosts water evaporation rates and presents a promising,eco-friendly solution for sustainable wastewater treatment within the circular development framework. 展开更多
关键词 Stereoscopic hydrogel evaporator EVAPORATION Solar energy Waste water SUSTAINABILITY
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A Bionic Ripple Bamboo Based Solar Interface Evaporator for High Efficiency Seawater Desalination
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作者 Juan Li Hao Yao +3 位作者 Jieyao Su Nongchao Tan Tian Zhou Lei Shi 《Journal of Bionic Engineering》 2025年第6期3095-3107,共13页
The solar interfacial evaporation has a broad application prospect in the fields of steam generation and seawater desalination to deal with the global shortage of fresh-water resources.Bamboo is a great material for s... The solar interfacial evaporation has a broad application prospect in the fields of steam generation and seawater desalination to deal with the global shortage of fresh-water resources.Bamboo is a great material for solar interface evaporators because of its low thermal conductivity and inherent micro-channel porous structure.In this paper,a novel bamboo-based solar interface evaporator with a bionic ripple wave surface structure has been proposed.The subsequent evaporation experiments have been conducted to investigate the salt resistance,stability and water absorption of the bionic ripple bamboo based solar interface evaporator.The results have exhibited that the bamboo's water absorption has been enhanced after carbonization modification.Besides,it should be pointed out that this bamboo-based evaporator’s evaporation rate has dropped during the prolonged simulated seawater evaporation experiment,yet it remained fairly consistent at approximately 1.626 kg·m^(-2)·h^(-1).The appearance for this experimental phenomenon is the decrease of the floatability of the evaporator constricted by the stored water body absorbed by the evaporator and the deposition of NaCl crystals at the photothermal interface.Besides,compared with the plate-structure evaporator,the salt deposition in the evaporator equipped with the bionic ripple wave surface structure is greatly improved.In regard to its advantages in low cost,environmental friendliness,good salt tolerance and high evaporation rate,the bamboo-based solar interface evaporator with a bionic ripple wave surface structure can provide a potential solution to the global problem of fresh-water shortage. 展开更多
关键词 Photothermal interface evaporation BAMBOO-BASED Ripple structure Evaporation rate
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Application of wavelet neural network with chaos theory for enhanced forecasting of pressure drop signals in vapor−liquid−solid fluidized bed evaporator
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作者 Xiaoping Xu Ting Zhang +2 位作者 Zhimin Mu Yongli Ma Mingyan Liu 《Chinese Journal of Chemical Engineering》 2025年第2期67-81,共15页
The dynamics of vapor−liquid−solid(V−L−S)flow boiling in fluidized bed evaporators exhibit inherent complexity and chaotic behavior,hindering accurate prediction of pressure drop signals.To address this challenge,this... The dynamics of vapor−liquid−solid(V−L−S)flow boiling in fluidized bed evaporators exhibit inherent complexity and chaotic behavior,hindering accurate prediction of pressure drop signals.To address this challenge,this study proposes an innovative hybrid approach that integrates wavelet neural network(WNN)with chaos analysis.By leveraging the Cross-Correlation(C−C)method,the minimum embedding dimension for phase space reconstruction is systematically calculated and then adopted as the input node configuration for the WNN.Simulation results demonstrate the remarkable effectiveness of this integrated method in predicting pressure drop signals,advancing our understanding of the intricate dynamic phenomena occurring with V−L−S fluidized bed evaporators.Moreover,this study offers a novel perspective on applying advanced data-driven techniques to handle the complexities of multi-phase flow systems and highlights the potential for improved operational prediction and control in industrial settings. 展开更多
关键词 Wavelet neural network forecasting Chaos theory Phase space reconstruction Pressure drop forecasting Fluidized bed evaporator Multi-phase dynamics
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Drainage-induced arch hydrogel-based interfacial evaporator drives long-term stable solar evaporation
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作者 Zexiang Zhao Junqi Li +7 位作者 Fan Wang Puxin Tan Lu Wang Bo Wang Jingjing Jin Xiaoxue Wang Wenhe Zhang Chengbing Wang 《Journal of Energy Chemistry》 2025年第5期540-550,共11页
Hydrogel has developed into a very important platform in solar interface evaporator.However,the current hydrogel evaporators are usually three-dimensional evaporators,which will consume a lot of raw materials.Thus,a n... Hydrogel has developed into a very important platform in solar interface evaporator.However,the current hydrogel evaporators are usually three-dimensional evaporators,which will consume a lot of raw materials.Thus,a new two-dimensional hydrogel evaporator is urgently needed to alleviate this problem.Here,a double layer hydrogel evaporator was designed by twice vacuum filtration.Furthermore,through the arched design and the introduction of concentrated brine drainage system,the hydrogel evaporator has enhanced water transportation and tailored water transportation path.Such a unique drainage evaporation system greatly improves the stability of the evaporator.Thereby,a good balance is established between photothermal conversion and water supply,and solar energy is utilized efficiently.It can remain stable in continuous evaporation for up to 12 h with an excellent evaporation rate of 2.70 kg m^(-2)h^(-1)under 1 sun irradiation.Meanwhile,the drainage system realized the 1.8×10^(-10)mol m^(-2)s^(-1)diffusion flux of concentrated brine.Through one-time freeze-drying preparation,an arch-shaped drainage evaporator was used to prepare an evaporation area of more than 20 cm^(2).With the self-made condensate collecting device in outdoor environment,the fresh water yield reaches 7.5 L m^(-2)d^(-1).This provides a new scheme for building a new hydrogel evaporator and solving the fresh water crisis. 展开更多
关键词 Solar evaporation Drainage system Arch hydrogel SALT-TOLERANT ALGINATE
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Biomass-based 3D solar interface evaporators integrating efficient evaporation and power generation
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作者 Chen Zhang Sijie Zhuang +2 位作者 Lei Dai Zhu Long Zhibin He 《Journal of Energy Chemistry》 2025年第11期873-883,I0020,共12页
Global freshwater scarcity and energy shortages demand integrated solutions.To overcome limitations of traditional solar evaporators,such as salt accumulation,thermal dissipation,and material scalability issues,this s... Global freshwater scarcity and energy shortages demand integrated solutions.To overcome limitations of traditional solar evaporators,such as salt accumulation,thermal dissipation,and material scalability issues,this study presents a biomass-derived three-dimensional(3D)aerogel-based dual-function solar evaporator that simultaneously achieves ultra-high freshwater production and continuous electricity generation.By ingeniously integrating a superhydrophobic inner layer for thermal insulation and buoyancy with a hydrophilic photothermal outer layer for rapid water transport and solar absorption,our design overcomes the trade-offs between evaporation efficiency,salt resistance,and energy loss.The evaporator exhibits exceptional dual performance:an evaporation rate of 3.87 kg m^(-2)h-1(1 sun)and a sustained open-circuit voltage of 222.6 mV,surpassing most reported systems.This synergy originates from ion gradient-driven streaming potentials enabled by selective Na^(+) transport through–COOH/C–OH functionalized microchannels,as verified by molecular dynamics simulations.Crucially,the fabrication process utilizes low-cost biomass materials and scalable techniques,demonstrating significant potential for commercialization.This work not only provides a mechanistic understanding of ion-selective transport in dual-function evaporators but also establishes a paradigm for sustainable co-production of clean water and renewable energy,addressing two pressing global challenges through a single and scalable platform. 展开更多
关键词 DESALINATION Solar evaporators AEROGEL Biomass materials CO-PRODUCTION
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Generation and Expulsion of Gas Rings within Liquid Film in Agitated Thin-Film Evaporator
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作者 CHAI Jin HUANG Yao +1 位作者 PENG Yitian ZOU Kun 《Journal of Donghua University(English Edition)》 2025年第1期41-53,共13页
The agitated thin-film evaporator(ATFE)plays a crucial role in evaporation and concentration processes.The design of the scraper for processing high-viscosity non-Newtonian fluids in the ATFE is complex.The intricate ... The agitated thin-film evaporator(ATFE)plays a crucial role in evaporation and concentration processes.The design of the scraper for processing high-viscosity non-Newtonian fluids in the ATFE is complex.The intricate scraping action of the scraper introduces gas into the liquid film,leading to the formation of a gas ring along the wall.This process subsequently reduces wall heat flow,thereby affecting heat transfer.Computational fluid dynamics(CFD)is used to simulate the flow field of the non-Newtonian fluid in the ATFE.The investigation focuses on understanding the mechanism behind the formation of gas rings in the liquid film and proposes methods to prevent their formation.The results demonstrate a transition of the gas from a gas ring suspended in the liquid to a gas ring attached to the wall after entering the liquid film.The scraping action around the circumference of the scraper helps to expel gas rings,indicating the necessity of adjusting the scraper arrangement and increasing the frequency of scraping to enhance gas ring expulsion.The spiral motion of the bow wave serves as the source of gas entry into the liquid film.Therefore,the rotation speed can appropriately increase to reduce the size of the bow wave,thereby inhibiting the formation of the gas ring from the source.This research investigates the mechanism of gas ring generation and expulsion,offering theoretical guidance for processing high-viscosity non-Newtonian materials in the flow field of the ATFE. 展开更多
关键词 agitated thin-film evaporator(ATFE) non-Newtonian fluid gas ring high viscosity
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Effect of Fin Spacing on Frost Growth and Airflow Dynamics in ASHP Evaporators
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作者 Zhengqing Zhang Xiaojun Yuan Hui Wu 《Fluid Dynamics & Materials Processing》 2025年第12期2927-2943,共17页
Frost accumulation on the evaporator fins of air source heat pumps(ASHPs)severely degrades heat transfer performance and overall system efficiency.To address this,the present study employs computational fluid dynamics... Frost accumulation on the evaporator fins of air source heat pumps(ASHPs)severely degrades heat transfer performance and overall system efficiency.To address this,the present study employs computational fluid dynamics(CFD)to investigate how fin spacing influences frosting behavior,emphasizing the coupled evolution of frost thickness,density,airflow,and temperature distribution within fin channels.Results reveal that fin spacing is a key parameter governing both the extent and rate of frost growth.Wider fin spacing enhances frost accumulation,with a final frost mass of 6.41 g at 12 mm,about 71.8%higher than at 4 mm.In contrast,narrower spacing suppresses frost formation by accelerating airflow.The frost layer exhibits a distinct two-stage growth pattern:at 12 mm spacing,the early-stage average thickness growth rate reaches 0.021 mm/min,nearly 4.3 times that at 4 mm.Frost density follows similar initial trends across different spacings but diverges later due to thermal resistance and airflow variations. 展开更多
关键词 Frosting behavior air-source heat pump evaporators fin spacing cold surface
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Experimental Investigation of a Loop Heat Pipe with a Flat Evaporator
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作者 Guoguang Li Qi Wu +4 位作者 Hanli Bi Zhichao Jia Hongxing Zhang Jinyin Huang Jianyin Miao 《Frontiers in Heat and Mass Transfer》 2025年第2期651-662,共12页
The loop heat pipe with a flat evaporator is mainly divided into two forms:rectangular evaporator and disk-shaped evaporator.The rectangular evaporator has advantages such as low heat leakage,a thin shell,and a large ... The loop heat pipe with a flat evaporator is mainly divided into two forms:rectangular evaporator and disk-shaped evaporator.The rectangular evaporator has advantages such as low heat leakage,a thin shell,and a large contact area compared to the disk-shaped evaporator.However,most of the research on rectangular evaporators focuses onworking fluids such as water,methanol,and acetone,when theseworking fluids are in operation,the internal pressure of the evaporator is less than atmospheric pressure.Ammonia,propylene,and other working fluids can also be utilized in the loop heat pipe,these working fluids demonstrate better performance when operating within other temperature intervals,for example,the operating temperature range of ammonia is−20℃to 50℃,however,in an atmospheric pressure environment,it is very difficult for the shell of the rectangular evaporator to withstand the saturated vapor pressure of the working fluid.This paper designs a rectangular flat plate loop heat pipe that can use ammonia as the working fluid.The internal reinforcing structure is used to improve the pressure strength of the shell.The secondary wick connects the compensation chamber and the capillary wick hydraulically.The experiment indicates that this kind of rectangular evaporator is unaffected by the position,and the secondary wick can effectively supply liquid under different angles.The thermal resistance of the evaporator wall was analyzed,and it was found that the thermal resistance of the evaporator wall was the main component of the thermal resistance of the system.The heat transfer capacities of 460 W@0.5 m and 200W@10 m were tested.The test results indicate that by setting a reinforcing structure inside the flat plate evaporator,the evaporator can withstand internal pressure.Combined with the design of the secondary wick,the flat plate evaporator can use working fluids with different pressures,expanding the range of available working fluids. 展开更多
关键词 Loop heat pipe with a flat evaporator reinforced structure secondary wick
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超高真空蒸发制备Pd/Ti吸气薄膜的工艺优化与性能研究
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作者 李伟 李进 +2 位作者 李宇龙 王旭迪 曹青 《真空科学与技术学报》 北大核心 2026年第1期76-83,共8页
Pd/Ti吸气剂薄膜作为超高真空系统中重要的真空维持材料,具有激活温度低、抽速快等优点。针对薄膜制备过程中蒸发源热变形导致的镀膜均匀性问题,研究采用COMSOL多物理场仿真分析了靶丝热变形行为,提出了“石英玻璃棒+变距弹簧靶丝”的... Pd/Ti吸气剂薄膜作为超高真空系统中重要的真空维持材料,具有激活温度低、抽速快等优点。针对薄膜制备过程中蒸发源热变形导致的镀膜均匀性问题,研究采用COMSOL多物理场仿真分析了靶丝热变形行为,提出了“石英玻璃棒+变距弹簧靶丝”的复合结构设计,将Pd丝和Ti丝的径向最大热变形量分别降至0.0216 mm和0.0494 mm,相比直丝结构分别提升约303倍和63倍。自主设计搭建了超高真空蒸发镀膜系统,系统研究了Pd/Ti薄膜的蒸发工艺参数,确定了Ti丝45A/60 min、Pd丝18 A/2-10 min的最佳工艺条件。SEM分析表明薄膜呈典型柱状生长结构,Pd覆层连续均匀覆盖Ti底层。镀膜后系统极限真空达到1.41×10^(-8)Pa,真空维持性能显著提升。定压法吸氢测试结果显示,基底材料对吸气性能影响显著,无氧铜箔基底的稳定抽速(0.006 L/(s·cm^(2)))优于工业钛箔基底(0.002 L/(s·cm^(2)));Pd层厚度存在最优值,约50 nm厚度时吸气性能最佳,抽速达0.005 L/(s·cm^(2))。研究为Pd-Ti薄膜吸气剂的工程化制备提供了重要的技术支撑和数据基础。 展开更多
关键词 非蒸散型吸气剂 Pd/Ti薄膜 真空蒸镀 蒸发源结构优化 吸气性能测试
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1980-2018年红碱淖蒸发变化及驱动因素作用研究
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作者 于涛 韩天翔 +3 位作者 文莉娟 李丹华 王梦晓 王甜甜 《高原气象》 北大核心 2026年第2期445-455,共11页
红碱淖是中国最大的沙漠淡水湖,近几十年来湖泊面积锐减,湖泊水面蒸发是其水量主要消耗项,因此本文将揭示其蒸发变化特征及驱动因素的作用机制。目前大多数对于红碱淖的研究直接使用或折算后使用气象站观测蒸发,数据缺测较多且不连续,... 红碱淖是中国最大的沙漠淡水湖,近几十年来湖泊面积锐减,湖泊水面蒸发是其水量主要消耗项,因此本文将揭示其蒸发变化特征及驱动因素的作用机制。目前大多数对于红碱淖的研究直接使用或折算后使用气象站观测蒸发,数据缺测较多且不连续,未定性定量分析影响红碱淖蒸发变化的气象因子。针对上述问题,本文分别利用气象站数据折算、FAO(P-M)公式计算和CLM-LISSS模型模拟获取红碱淖湖面蒸发数据。通过与气象站折算后蒸发对比发现,CLM-LISSS模型模拟蒸发量值及相关性比FAO(P-M)公式计算结果更接近。基于CLM-LISSS模型蒸发结果表明,模拟的红碱淖1980-2018年蒸发的多年平均值为1004.56 mm,M-K突变检验未发现突变年份,总体呈显著上升趋势(3.01 mm·a^(-1))。与蒸发呈显著正相关的气象因子为气温、风速和向下长波辐射,且它们与蒸发的相关性和自身的变化趋势均通过了95%的显著性检验。进一步利用公式计算法和气候态扰动分析法分别定量分析了蒸发对气象因子的敏感系数和各气象因子对蒸发变化的贡献,两种方法得到贡献较大的气象因子与定性分析结果一致,均为气温、风速和向下长波辐射,但这两种方法得到的贡献排序略有不同且各因子贡献值差异较大,这主要由于使用气候态扰动分析法计算贡献时,蒸发的变化仅由单一因素的变化引起,减少了其他驱动因素的影响,有效地降低了蒸发趋势变化值与各气象因子贡献和的误差,由128.40 mm(109.40%)降低至56.83 mm(48.42%)。气候态扰动分析法从机理和误差上均优于公式计算法,其结果表明气象因子对蒸发变化的贡献占比由大到小分别为向下长波辐射(71.47%)、气温(59.83%)、风速(41.00%)、气压(1.54%)、向下短波辐射(-3.00%)以及比湿(-22.43%)。 展开更多
关键词 红碱淖 湖泊蒸发 气象因子 CLM-CLSSS 气候变化
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基于单因素结合Box-Behnken法的钨酸铵蒸发结晶提纯
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作者 肖来荣 李绍豪 +6 位作者 赵小军 王馨悦 王子豪 蔡圳阳 陆乐康 刘赛男 李庆奎 《稀有金属材料与工程》 北大核心 2026年第3期722-729,共8页
采用单因素+Box-Behnken响应曲面法对钨酸铵溶液蒸发结晶法除杂工艺进行优化,以制备更高纯度的仲钨酸铵(APT)。首先,以降低APT中4种杂质(Na、K、S、Mo元素)总含量为出发点,利用单因素法初步确定结晶温度、搅拌线速度、钨酸铵溶液初始浓... 采用单因素+Box-Behnken响应曲面法对钨酸铵溶液蒸发结晶法除杂工艺进行优化,以制备更高纯度的仲钨酸铵(APT)。首先,以降低APT中4种杂质(Na、K、S、Mo元素)总含量为出发点,利用单因素法初步确定结晶温度、搅拌线速度、钨酸铵溶液初始浓度的优选范围。其次,通过Box-Behnken响应曲面法对APT的蒸发结晶除杂工艺进一步优化,研究3种因素对APT中4种杂质总量的相互影响规律。结果表明,3种因素对4种杂质总量的影响顺序为:钨酸铵溶液初始浓度>蒸发温度>搅拌线速度;较佳工艺条件为蒸发温度94℃,搅拌线速度1.25 m/s,钨酸铵溶液初始浓度73 g/L。该实验条件下,制备所得APT 4种杂质总含量降低至39.351 mg/L,与响应曲面法模型的最优预测值的相对误差仅为4.110%,APT纯度达到4N;生成的APT晶体为伴生有少量碎晶的柱状长方体形貌,层状结构明显,粒径分布均匀,晶粒细化明显。 展开更多
关键词 蒸发结晶 APT 钨酸铵溶液 响应曲面法 杂质含量
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开敞空间内甲醇蒸发特性研究
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作者 刘振翼 孙浩轩 +3 位作者 吴俊婕 马建博 李明智 刘旗旗 《安全与环境学报》 北大核心 2026年第2期458-467,共10页
作为典型的挥发性有机液体,甲醇泄漏后的蒸发过程是影响可燃气云生成的关键环节。通过自主设计的甲醇蒸发特性试验平台获得了甲醇液池蒸发的时空演化特征,并阐释了液池直径(0.5 m、1.0 m、1.5 m、2.0 m)、地面温度(30~60℃)对开敞空间... 作为典型的挥发性有机液体,甲醇泄漏后的蒸发过程是影响可燃气云生成的关键环节。通过自主设计的甲醇蒸发特性试验平台获得了甲醇液池蒸发的时空演化特征,并阐释了液池直径(0.5 m、1.0 m、1.5 m、2.0 m)、地面温度(30~60℃)对开敞空间甲醇蒸发特性的影响机制。结果表明,甲醇的蒸发速率随液池直径增大而增加,然而蒸发过程受饱和蒸气压制约,甲醇气云体积分数随时间呈现先快速上升后逐渐趋缓的变化趋势,所有工况在约2000 s后达到动态平衡。相较于液池直径,地面温度对甲醇蒸发过程的影响更为显著,这与温度升高导致的甲醇饱和蒸气压上升、液体分子动能增强有关。同时,基于甲醇平均蒸发速率修正了经典Mackay-Matsugu蒸发模型,修正后的蒸发模型预测误差降低至6.7%,能够良好地预测试验过程中甲醇液池的蒸发速率。研究结论揭示了甲醇液池的蒸发行为,为甲醇的安全性研究提供了有力支撑。 展开更多
关键词 安全工程 甲醇 蒸发特性 液池直径 地面温度
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低温储层压裂液破胶用酸性微胶囊的制备与性能评价
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作者 李小刚 邱帮坤 +5 位作者 梁彬 朱静怡 杨兆中 易良平 王浩洋 程启迪 《石油与天然气化工》 北大核心 2026年第1期68-75,共8页
目的针对自生热气技术用于低温储层压裂时,酸性催化剂与碱性压裂液相容性差、破胶速度过快且难以控制的问题,旨在构建一种具备延迟释放功能的酸性微胶囊体系,以实现压裂液在低温地层中的稳定、可控破胶。方法采用双乳液–溶剂蒸发法制... 目的针对自生热气技术用于低温储层压裂时,酸性催化剂与碱性压裂液相容性差、破胶速度过快且难以控制的问题,旨在构建一种具备延迟释放功能的酸性微胶囊体系,以实现压裂液在低温地层中的稳定、可控破胶。方法采用双乳液–溶剂蒸发法制备酸性微胶囊,以溶解有乙基纤维素(ethyl cellulose ether,EC)的油相包覆盐酸芯材,并以聚乙烯醇(polyvinyl alcohol,vinylalcohol polymer,PVA)作为外水相稳定剂,构建稳定的W/O/W双乳液体系以实现催化剂的有效胶囊化。通过单因素试验和正交设计优化制备参数,利用扫描电子显微镜和激光粒度仪表征微胶囊的形貌与粒径分布,并开展其助破胶性能评价。结果使用2.5 g EC、体积分数为4.50%的Span80、体积分数为1.0%的Tween-60和质量分数为2%的PVA稳定剂制备的微胶囊,其平均粒径为201.88μm,粒径分布均匀,球形度高,包覆率达到46.76%。结论在与自生热气结合过程中,该微胶囊的多孔壳结构有助于HCl的缓慢释放,在40℃的低温条件下成功使压裂液在2 h内实现有效破胶,表现出显著的延迟破胶效果。该研究对保障低温储层压裂的有效破胶和拓宽微胶囊技术的应用范围具有重要的意义。 展开更多
关键词 低温储层 压裂液 酸性微胶囊 自生热气 延迟破胶 溶剂蒸发
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克淋复方颗粒凝胶喷剂煎煮加水量精准控制模型构建及产业化应用验证
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作者 赵永强 李俊江 +3 位作者 徐志伟 潘志强 李季文 贾云鹏 《西部中医药》 2026年第2期1-4,共4页
目的:建立颗粒凝胶喷剂精准化煎煮控制体系,通过优化加水量计算公式和煎煮参数,解决工业化生产中得液量波动超过8%的技术瓶颈。方法:测定煎药容器水蒸气蒸发系数。以克淋凝胶喷剂复方为对象,按公式计算总加水量,分别设置一煎、二煎加水... 目的:建立颗粒凝胶喷剂精准化煎煮控制体系,通过优化加水量计算公式和煎煮参数,解决工业化生产中得液量波动超过8%的技术瓶颈。方法:测定煎药容器水蒸气蒸发系数。以克淋凝胶喷剂复方为对象,按公式计算总加水量,分别设置一煎、二煎加水比例60∶40、70∶30、80∶20进行煎煮。测定复方实际吸水量、得液量、相对密度及出膏率。基于实际吸水量引入吸水率校正系数,优化加水量公式。以得液量偏离度、校正相对密度和出膏率为指标,优选加水比例。结果:优化后加水量公式为:加水量=理论吸水量×0.73+预期得液量+水蒸气蒸发量+煎药机损耗量。加水比例60∶40时,得液量偏离度最低(0.38%),校正相对密度(1.0185)和总出膏率(7.66%)最高,显著优于70∶30和80∶20比例。结论:优化后的公式结合60∶40的加水比例,可实现对克淋凝胶喷剂煎煮加水量和得液量的科学、精准控制,提高有效成分煎出率,可为不同煎药设备应用该公式提供校正依据。 展开更多
关键词 克淋凝胶喷剂 加水量 得液量 水蒸气蒸发系数 煎煮工艺
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太阳能界面蒸发器蒸发性能强化研究进展
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作者 黄吉光 陈灿 +3 位作者 张政 张衡 程超 陈海平 《太阳能学报》 北大核心 2026年第2期173-181,共9页
采用蒸发速率和蒸发效率两个评价指标,综述太阳能界面蒸发器蒸发性能强化相关研究,梳理光吸收强化、热管理、水输运调节、降低蒸发焓、利用其他能量和抗盐策略6种性能强化方法,概述各方法的原理和主要手段。最后总结太阳能界面蒸发技术... 采用蒸发速率和蒸发效率两个评价指标,综述太阳能界面蒸发器蒸发性能强化相关研究,梳理光吸收强化、热管理、水输运调节、降低蒸发焓、利用其他能量和抗盐策略6种性能强化方法,概述各方法的原理和主要手段。最后总结太阳能界面蒸发技术当前亟待解决的问题,展望未来研究方向。 展开更多
关键词 太阳能 海水淡化 蒸发 界面蒸发器 蒸发焓 性能强化
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基于GOA-BP的海域蒸发波导智能预报方法
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作者 文凯 闫晓龙 廖希 《电波科学学报》 北大核心 2026年第1期187-196,共10页
面向对流层超视距通信对大区域高分辨率蒸发波导高度的精确性预报需求,提出了一种融合塘鹅优化算法(gannet optimization algorithm, GOA)和反向传播(back propagation, BP)神经网络的预报模型,即GOABP模型。首先利用天气研究和预报模型... 面向对流层超视距通信对大区域高分辨率蒸发波导高度的精确性预报需求,提出了一种融合塘鹅优化算法(gannet optimization algorithm, GOA)和反向传播(back propagation, BP)神经网络的预报模型,即GOABP模型。首先利用天气研究和预报模型(weather research and forecasting model, WRF)中尺度数值模式,获得区域环境气象参数;其次,结合美国海军研究生院NPS模型预报蒸发波导高度,构建出包含环境信息与蒸发波导高度预报值的联合数据集;再次,引入GOA优化BP神经网络的初始参数,显著增强模型的全局搜索能力和收敛速度,规避传统BP神经网络易于陷入局部最优解的缺陷;最后,经过训练得到GOA-BP模型。实验表明,GOABP模型决定系数达到0.972 1,验证均方根误差(root mean square error, RMSE)平均值为2.24 m,说明GOABP模型能够更准确有效地预报蒸发波导高度。本文方法可为超短波/微波超视距雷达和无线电通信系统规划和应用提供参考。 展开更多
关键词 蒸发波导预报 WRF NPS模型 反向传播(BP)神经网络 塘鹅优化算法(GOA)
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