International Journal of Refrigeration-revue Internationale Du Froid最新文献

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A comparative performance study of terminal control strategy for the multi-split backplane cooling system in data centers 数据中心多分割背板冷却系统终端控制策略性能比较研究
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-16 DOI: 10.1016/j.ijrefrig.2024.10.018
Chengxuan Wei , Xiuming Li , Mengyi Li , Zongwei Han , Shuangquan Shao , Bo Zhou
{"title":"A comparative performance study of terminal control strategy for the multi-split backplane cooling system in data centers","authors":"Chengxuan Wei ,&nbsp;Xiuming Li ,&nbsp;Mengyi Li ,&nbsp;Zongwei Han ,&nbsp;Shuangquan Shao ,&nbsp;Bo Zhou","doi":"10.1016/j.ijrefrig.2024.10.018","DOIUrl":"10.1016/j.ijrefrig.2024.10.018","url":null,"abstract":"<div><div>Multi-split backplane cooling, a typical rack-level cooling technology, has the advantage of solving local hot-spot problems with huge energy-saving potential. These systems adopt the multi-split mode, and the operation effect is affected by terminal control performance. However, there are factors in the operation process, such as superheat degree (SH), rack airflow, evaporating/condensing pressures, etc., which improve the control complication, particularly under large head load differences among different terminals. Therefore, appreciative control strategies for outlet air temperatures of terminal evaporators, including single-loop control limited by minimum stable superheat degree (SLC) and fan/electronic expansion valve (EEV) double-loop control (DLC), are proposed considering that cooling performance can be affected by both refrigerant flow and airflow. Then, comparative simulation studies are carried out to evaluate energy efficiency, control effect, and feasibility under the condition of different server heat distribution characteristics. Results indicate that the DLC strategy achieves 23 % higher energy efficiency than the SLC strategy with a better temperature control effect when the inlet air temperature (IAT) difference between terminal evaporators is within ±5K. The SLC strategy has better reliability by more stable control of SH at IATs below 42°C, but it may lead to cooling failure when IATs exceed 42°C. An insufficient liquid supply problem may happen to the evaporator adopting the DLC strategy when the IAT is too high, which can be solved by adjusting the pressure differential between the evaporator and condenser. Moreover, the DLC system exhibits intense coupling effects, and how to decouple it is worthy of further study.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"168 ","pages":"Pages 742-757"},"PeriodicalIF":3.5,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528180","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}
引用次数: 0
Experimental comparison of cycle modifications and ejector control methods using variable geometry and CO2 pump in a multi-evaporator transcritical CO2 refrigeration system 多蒸发器跨临界二氧化碳制冷系统中使用可变几何形状和二氧化碳泵的循环改造和喷射器控制方法的实验比较
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-16 DOI: 10.1016/j.ijrefrig.2024.10.001
Gabriele Toffoletti , Riley B. Barta , Steven M. Grajales , Haotian Liu , Davide Ziviani , Eckhard A. Groll
{"title":"Experimental comparison of cycle modifications and ejector control methods using variable geometry and CO2 pump in a multi-evaporator transcritical CO2 refrigeration system","authors":"Gabriele Toffoletti ,&nbsp;Riley B. Barta ,&nbsp;Steven M. Grajales ,&nbsp;Haotian Liu ,&nbsp;Davide Ziviani ,&nbsp;Eckhard A. Groll","doi":"10.1016/j.ijrefrig.2024.10.001","DOIUrl":"10.1016/j.ijrefrig.2024.10.001","url":null,"abstract":"<div><div>To reduce the direct global warming impact of refrigerants in HVAC&amp;R applications, low-global warming potential (GWP) refrigerants, including natural refrigerants, have been extensively investigated as alternatives to hydrofluorocarbon (HFC) refrigerants. Among the natural refrigerants, Carbon Dioxide (CO<sub>2</sub>) offers several advantages, such as excellent transport and thermo-physical properties, being neither toxic nor flammable, and having a low price and high availability around the world. However, the high critical pressure and low critical temperature of CO<sub>2</sub> often lead to transcritical operation, resulting in lower efficiency due to the additional compressor power necessary to achieve transcritical operation relative to subcritical HFC cycles. Therefore, a number of cycle modifications are used to enhance the coefficient of performance (COP) of transcritical CO<sub>2</sub> cycles to meet or surpass those of HFC cycles. This paper provides a systematic experimental investigation of four such cycle architectures by employing the same multi-stage, two-evaporator CO<sub>2</sub> refrigeration cycle test stand, 3 of these configurations in transcritical and 1 in subcritical conditions. The four cycles architectures included intercooling, open economization, an internal heat exchanger and two different ejector control approaches. Specifically, a variable-diameter motive nozzle and a variable-speed liquid CO<sub>2</sub> pump located directly upstream of the ejector motive nozzle inlet were analyzed. Based on the experimental data, the maximum COP improvements are 4.64 % and 9.47 % when the ejector and the internal heat exchanger are used, respectively. The CO<sub>2</sub> pump, once successfully stabilized, can control the ejector, increase its efficiency by up to 15 % and increase the cooling capacity to a maximum of 6.2 %. Nevertheless, a reduction in COP is measured when the pump is in use; however, unlike the other three different configurations, it was only analyzed under subcritical conditions.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"169 ","pages":"Pages 226-240"},"PeriodicalIF":3.5,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142662954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative study of LSTM and ANN models for power consumption prediction of variable refrigerant flow (VRF) systems in buildings 用于楼宇可变制冷剂流量(VRF)系统耗电量预测的 LSTM 和 ANN 模型比较研究
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-16 DOI: 10.1016/j.ijrefrig.2024.10.020
Po-Ching Hsu , Lei Gao , Yunho Hwang
{"title":"Comparative study of LSTM and ANN models for power consumption prediction of variable refrigerant flow (VRF) systems in buildings","authors":"Po-Ching Hsu ,&nbsp;Lei Gao ,&nbsp;Yunho Hwang","doi":"10.1016/j.ijrefrig.2024.10.020","DOIUrl":"10.1016/j.ijrefrig.2024.10.020","url":null,"abstract":"<div><div>The optimized control of variable refrigerant flow (VRF) system requires an accurate time series forecast model for power consumption. Currently, physics-based and black-box models widely used for forecasting power consumption may not be able to capture the dynamic and non-linear behavior of such complex systems. This study presents a long-short-term memory (LSTM), deep learning-based model to accurately predict the power consumption of a VRF system with heat recovery units. The model training used one year of VRF system field test data. The feature selection through the Pearson correlation coefficient was implemented to improve the model's accuracy and computational efficiency. The sensitivity analysis of feature selection was performed by preparing three feature sets, including different levels of relationship with the predicted target. Additionally, the hyperparameters of the models were optimized by Bayesian optimization with the Tree-structured Parzen Estimator algorithm. The deep learning model, LSTM model, was compared to the baseline machine learning model, Artificial Neural Network (ANN) and decision tree. The results show that LSTM-30feat with input time step 4 has the best testing performance of Coefficient of the Variation of the Root Mean Square Error (CvRMSE) 23.3%. The best ANN model is ANN-10feat with input time step 8, which has a CvRMSE of 27.8% in testing and 13,569 trainable parameters. However, LSTM-10feat with input time step 4 has the CvRMSE of 24.8% in testing, and the trainable parameters are 1,809. A higher number of trainable parameters in models might result in increased memory usage on the computer and be computationally expensive.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"169 ","pages":"Pages 55-68"},"PeriodicalIF":3.5,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142553701","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}
引用次数: 0
Performance evaluation of a hybrid photovoltaic-vapor compression system serving a refrigerated van 为冷藏车服务的光伏-蒸汽压缩混合系统的性能评估
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-16 DOI: 10.1016/j.ijrefrig.2024.10.021
Angelo Maiorino , Fabio Petruzziello , Claudio Cilenti , Rodrigo Llopis , Ciro Aprea
{"title":"Performance evaluation of a hybrid photovoltaic-vapor compression system serving a refrigerated van","authors":"Angelo Maiorino ,&nbsp;Fabio Petruzziello ,&nbsp;Claudio Cilenti ,&nbsp;Rodrigo Llopis ,&nbsp;Ciro Aprea","doi":"10.1016/j.ijrefrig.2024.10.021","DOIUrl":"10.1016/j.ijrefrig.2024.10.021","url":null,"abstract":"<div><div>The refrigerated transportation industry's growth necessitates addressing energy consumption and greenhouse gas emissions. This study estimates a photovoltaic system's energy and environmental benefits to power a vapour compression refrigeration (VCR) system serving a light-duty commercial refrigerated van. A comprehensive energy model encompassing thermal, electrical, and battery sub-models simulating the system's dynamic behaviour is calibrated with real-world data referring to an urban single-delivery mission. The potential benefits are estimated for a long-distance single-delivery mission starting from the University of Salerno (Italy) and ending at the Jaume I University in Castellon de la Plana (Spain). The results have shown that the system can reduce fuel consumption for refrigeration by more than 88 % during summer months and allows neutral refrigeration during winter months, leading to on-wheel emission savings between 4 and 8 gCO<sub>2</sub>,e/km. When considering total emissions, including electrical energy from the power grid and the increased weight due to the PV system, a 33–47 % reduction is obtained, corresponding to 1–5 gCO<sub>2</sub>,e/km. In detail, PV panels can cover up to 19 % of the total energy requirements. In economic terms, the system allows a cost-saving between 0.1 and 0.3 c€/km. The low complexity and promising results suggest the hybrid PV solution is a viable path towards decarbonising refrigerated transport.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"168 ","pages":"Pages 720-729"},"PeriodicalIF":3.5,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic model and characteristic analysis of a combined algebraic spiral scroll compressor 组合式代数螺旋涡旋压缩机的动态模型和特性分析
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-16 DOI: 10.1016/j.ijrefrig.2024.10.019
Zhixiang Liao , Bin Peng , Yubo Zhang , Xiaoliang Yang , Youxin Zhou , Pengcheng Zhang , Bingguo Zhu
{"title":"Dynamic model and characteristic analysis of a combined algebraic spiral scroll compressor","authors":"Zhixiang Liao ,&nbsp;Bin Peng ,&nbsp;Yubo Zhang ,&nbsp;Xiaoliang Yang ,&nbsp;Youxin Zhou ,&nbsp;Pengcheng Zhang ,&nbsp;Bingguo Zhu","doi":"10.1016/j.ijrefrig.2024.10.019","DOIUrl":"10.1016/j.ijrefrig.2024.10.019","url":null,"abstract":"<div><div>The combined algebraic spiral (CAS) effectively maximizes the geometric performance of a scroll compressor; however, its dynamic behavior remains inadequately explored. Utilizing the geometric model of the CAS scroll compressor, this study derived the functional relationship between the meshing point and the rotation angle, and calculated the working chamber volume using the discrete Green's theorem method. A dynamic model of the CAS scroll compressor was developed, and the influence of various parameters on its dynamic characteristics was analyzed. The findings indicate that when the polar angle interval is &lt;0.01π, the discrete Green's theorem method accurately computes the working chamber volume. Among the gas forces acting on the CAS scroll compressor, the axial gas force is the most significant, followed by the tangential gas force, while the radial gas force is considerably smaller. The tangential gas force predominantly influences the overturning and rotational moments. Notably, when the polar angles of the connection points between the higher-order curve and the starting and ending algebraic spirals are set at 1.5π and 3π, the gas force remains low while maintaining geometric performance. This configuration results in reduced variation in gas force and enhanced dynamic performance. The spiral coefficient and spiral index of the starting algebraic spiral should be set as intermediate values to ensure optimal geometric and dynamic performance of the CAS scroll compressor.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"169 ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142553699","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}
引用次数: 0
Experimental study on pressure drop and ice blockage characteristics of ice slurry flow in big-diameter pipes 大直径管道中冰浆流动的压降和冰堵塞特性实验研究
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-15 DOI: 10.1016/j.ijrefrig.2024.10.016
Bo Yang , Daoke Tang , Weixing Yuan , Xiling Zhao , Lin Fu
{"title":"Experimental study on pressure drop and ice blockage characteristics of ice slurry flow in big-diameter pipes","authors":"Bo Yang ,&nbsp;Daoke Tang ,&nbsp;Weixing Yuan ,&nbsp;Xiling Zhao ,&nbsp;Lin Fu","doi":"10.1016/j.ijrefrig.2024.10.016","DOIUrl":"10.1016/j.ijrefrig.2024.10.016","url":null,"abstract":"<div><div>Ice slurry utilization in district cooling brings about attractive reduction in both the storage volume and transportation power of the cold thermal energy. However, the ice slurry flow characteristics, particularly in big-diameter pipes, remains unclear, hindering the application of ice slurry in large-scale district cooling systems. This paper prepared the ice slurry from pure water without any additives to experimentally study its flow characteristics in big-diameter pipes, including DN50, DN80, DN100 and DN190 pipes. The normalized pressure drops and friction factors have been obtained at various velocities and ice fractions. Generally, the pressure drop characteristics did not conform to the Blasius correlation which could predict the single-phase flow until the Reynolds number exceeded a certain threshold, known as the transition Reynolds number. The transition Reynolds numbers were in the range of 3.91 × 10<sup>4</sup>–6.77 × 10<sup>4</sup> depending on the ice volume fractions ranging from 5% to 21% in the present study. Some visualization measures have been employed to help to observe the flow pattern and confirm the occurrence of ice blockage which was found nowhere but in the branches and expansion. The ice blockage occurred intermittently in the branches, whereas it was irreversible in the expansion. The critical velocity at which the ice blockage began to occur was quantitatively determined, which increased with increasing the ice volume fraction. This study provides a guide for evaluating the pump power and transportation safety of the ice slurry flow in big-diameter pipes.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"169 ","pages":"Pages 214-225"},"PeriodicalIF":3.5,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142662952","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}
引用次数: 0
Experimental and numerical study on scroll compressor under different profile correction and discharge ports shapes 不同剖面校正和排气口形状下涡旋式压缩机的实验和数值研究
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-15 DOI: 10.1016/j.ijrefrig.2024.10.007
Kang Li , Chunyu Li , Soheil Mohtaram , Ni Liu , Hua Zhang , Binlin Dou , Chao Li , Qize He , Mohd Abul Hasan , Saiful Islam , Jingwu Wang , Zilong Wang , Jianhong Chen , Yashar Aryanfar
{"title":"Experimental and numerical study on scroll compressor under different profile correction and discharge ports shapes","authors":"Kang Li ,&nbsp;Chunyu Li ,&nbsp;Soheil Mohtaram ,&nbsp;Ni Liu ,&nbsp;Hua Zhang ,&nbsp;Binlin Dou ,&nbsp;Chao Li ,&nbsp;Qize He ,&nbsp;Mohd Abul Hasan ,&nbsp;Saiful Islam ,&nbsp;Jingwu Wang ,&nbsp;Zilong Wang ,&nbsp;Jianhong Chen ,&nbsp;Yashar Aryanfar","doi":"10.1016/j.ijrefrig.2024.10.007","DOIUrl":"10.1016/j.ijrefrig.2024.10.007","url":null,"abstract":"<div><div>The scroll compressor is an essential component in air conditioning and heat pump systems. This study examined an electric scroll compressor using R22 refrigerant, focusing on how modifications in the scroll head profile and discharge structure affect its performance. Initially, a semi-empirical model based on mathematical formulas was developed to predict the performance improvements of the updated scroll compressor. Three-dimensional simulation software was then used to illustrate changes in the internal flow dynamics before and after enhancements. The predictions were validated through experimental testing. Both the semi-empirical model and the three-dimensional unsteady numerical calculation model analyzed the effects of modifications to the tooth head profile and discharge port shape on compressor performance. The adoption of a PMP profile correction delayed the compressor discharge process, shifting the starting discharge angle from 315°to 344°, thereby reducing under-compression occurrences during operation and increasing volumetric efficiency by 1.31%. Additionally, mathematical formulas correlating temperature with compressor performance were developed from fitting data, predicting compressor behavior under various conditions. Moreover, replacing a circular discharge port with a waist-shaped port reduced power consumption by 0.59 kW, resulting in a more uniform temperature distribution and enhanced mass flow rate during compressor operation.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"169 ","pages":"Pages 241-253"},"PeriodicalIF":3.5,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142662953","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}
引用次数: 0
Application of vortex generators to avoid subcooled flow boiling oscillation in micro-channel 应用涡流发生器避免微通道中的过冷流沸腾振荡
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-14 DOI: 10.1016/j.ijrefrig.2024.10.015
Jingchao Lu, Dawei Zhuang, Guoliang Ding, Dongyu Chen
{"title":"Application of vortex generators to avoid subcooled flow boiling oscillation in micro-channel","authors":"Jingchao Lu,&nbsp;Dawei Zhuang,&nbsp;Guoliang Ding,&nbsp;Dongyu Chen","doi":"10.1016/j.ijrefrig.2024.10.015","DOIUrl":"10.1016/j.ijrefrig.2024.10.015","url":null,"abstract":"<div><div>Subcooled flow boiling in micro-channels is an effective solution for high-heat-flux electronics thermal management, and the heat flux has a limitation value (i.e., limiting oscillation heat flux) due to flow boiling oscillation. The purpose of this study is to propose a new method to suppress the flow boiling oscillation (i.e., forcing bubbles to leave the channel by installing a vortex generator), experimentally verify the effect of vortex generators on suppression of flow boiling oscillation and increasing limiting oscillation heat flux, and develop a predicting correlation for this heat flux. In the experiments, the vortex generator is a helix wire with a pitch of 1.8 mm, a length of 22.5 mm, a wire diameter of 0.2 mm and a diameter of 1.8 mm; the inlet subcooling degree and mass flux range from 10 – 50 K and 750–1750 kg m<sup>−2</sup> s<sup>−1</sup>, respectively. The results show that, the flow boiling oscillation occurs in the flow channel without vortex generators while it doesn't occur in the flow channel containing vortex generators at the same working condition; the vortex generators can raise the limiting oscillation heat flux with a maximum increment of 21.1%, which indicates that vortex generators can suppress the flow boiling oscillation. A new correlation predicting limiting oscillation heat flux in channels with vortex generators was developed, and its predictions match 95% of the experimental data within ± 20% while the average deviation is 7.6%.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"168 ","pages":"Pages 708-719"},"PeriodicalIF":3.5,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142528177","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}
引用次数: 0
Optimization of the regulation needle structure based on the flow regulation characteristic and flow loss mechanism 基于流量调节特性和流量损失机制的调节针结构优化
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-11 DOI: 10.1016/j.ijrefrig.2024.10.011
Yumeng Guo , Jingxian Zhang , Suxia Ma , Jiajie Zhang , Yaomiao Yan
{"title":"Optimization of the regulation needle structure based on the flow regulation characteristic and flow loss mechanism","authors":"Yumeng Guo ,&nbsp;Jingxian Zhang ,&nbsp;Suxia Ma ,&nbsp;Jiajie Zhang ,&nbsp;Yaomiao Yan","doi":"10.1016/j.ijrefrig.2024.10.011","DOIUrl":"10.1016/j.ijrefrig.2024.10.011","url":null,"abstract":"<div><div>The regulation needle is a key component of the variable ejector to guarantee the quality of flow control and improve ejector performance. However, the studies related to the variable ejector lack regulation needle structure optimization. In this paper, for both linear and arc-shaped nozzles, three different profiles of regulation needles: linear, elliptical, and parabolic types are optimized based on the flow regulation characteristic (FRC) and local flow loss mechanism. The calculation method of the variable nozzle FRC is established. The results show that for the arc-shaped nozzles when the bottom radius <em>R</em><sub>s</sub> of the regulation needle is 0.75 times throat radius <em>R</em><sub>t</sub>, a linear regulation needle with half-top angle <em>α</em><sub>s</sub> being 32° is recommended, which makes the FRC ideal, minimizes the entropy production and maximizes the pressure recovery ratio (PRR). For the linear nozzles equipped with the elliptical regulation needle, as the ratio of the height to the bottom radius of the regulation needle head (RHR) increases, the FRCs get closer to the ideal parabolic type, however, the entropy production increases and the PRR decreases. Therefore, the RHR is advised to be 3 for linear nozzles. The findings can serve as important guidance for optimizing variable ejector design.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"169 ","pages":"Pages 308-322"},"PeriodicalIF":3.5,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142662865","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}
引用次数: 0
Adaptive control for refrigeration via online identification 通过在线识别实现制冷自适应控制
IF 3.5 2区 工程技术
International Journal of Refrigeration-revue Internationale Du Froid Pub Date : 2024-10-11 DOI: 10.1016/j.ijrefrig.2024.10.004
Xiaorui Lu, Guanru Li, Chengbin Zhang
{"title":"Adaptive control for refrigeration via online identification","authors":"Xiaorui Lu,&nbsp;Guanru Li,&nbsp;Chengbin Zhang","doi":"10.1016/j.ijrefrig.2024.10.004","DOIUrl":"10.1016/j.ijrefrig.2024.10.004","url":null,"abstract":"<div><div>Vapor compression refrigeration systems (VCRS) occupy a crucial position in modern society and in the field of thermal sciences. However, the operation of VCRS is subjected to both external disturbances (dynamic-changing environment) and inherent system characteristics (coupling or nonlinear features), leading to issues like reduced refrigeration efficiency and significant fluctuations in cooling capacity. To address these challenges and enhance the adaptability of VCRS in dynamically changing environments, this study establishes a dynamic simulation model for VCRS based on the Switched Moving-Boundary method. The impact of external environmental disturbances on refrigeration performance is investigated, and continuous online identification methods are employed to elucidate its internal coupling characteristics and nonlinear features. The adaptive temperature control method is introduced, benefiting from the developed recursive least squares method with a forgetting factor for online identification, achieving precise model identification which facilities the real-time parameters tuning of adaptive controller. The results indicate that the hybrid paradigm of online identification and adaptive control algorithm not only effectively handles various disturbances but also reduces overshoot and IAE by 2–3 orders of magnitude compared to traditional PID controllers. Adaptive PID control maintains overshoot in the 10<sup>–4</sup> order of magnitude and IAE in the 10<sup>–5</sup> order of magnitude.</div></div>","PeriodicalId":14274,"journal":{"name":"International Journal of Refrigeration-revue Internationale Du Froid","volume":"168 ","pages":"Pages 777-787"},"PeriodicalIF":3.5,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142571191","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}
引用次数: 0
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