Shock Waves最新文献_第4页

Data-scarce surrogate modeling of shock-induced pore collapse process 冲击诱发孔隙坍塌过程的数据稀缺替代模型

IF 1.7 4区工程技术

Shock Waves Pub Date : 2024-07-13 DOI: 10.1007/s00193-024-01177-2

S. W. Cheung, Y. Choi, H. K. Springer, T. Kadeethum

{"title":"Data-scarce surrogate modeling of shock-induced pore collapse process","authors":"S. W. Cheung, Y. Choi, H. K. Springer, T. Kadeethum","doi":"10.1007/s00193-024-01177-2","DOIUrl":"10.1007/s00193-024-01177-2","url":null,"abstract":"<div><p>Understanding the mechanisms of shock-induced pore collapse is of great interest in various disciplines in sciences and engineering, including materials science, biological sciences, and geophysics. However, numerical modeling of the complex pore collapse processes can be costly. To this end, a strong need exists to develop surrogate models for generating economic predictions of pore collapse processes. In this work, we study the use of a data-driven reduced-order model, namely dynamic mode decomposition, and a deep generative model, namely conditional generative adversarial networks, to resemble the numerical simulations of the pore collapse process at representative training shock pressures. Since the simulations are expensive, the training data are scarce, which makes training an accurate surrogate model challenging. To overcome the difficulties posed by the complex physics phenomena, we make several crucial treatments to the plain original form of the methods to increase the capability of approximating and predicting the dynamics. In particular, physics information is used as indicators or conditional inputs to guide the prediction. In realizing these methods, the training of each dynamic mode composition model takes only around 30 s on CPU. In contrast, training a generative adversarial network model takes 8 h on GPU. Moreover, using dynamic mode decomposition, the final-time relative error is around 0.3% in the reproductive cases. We also demonstrate the predictive power of the methods at unseen testing shock pressures, where the error ranges from 1.3 to 5% in the interpolatory cases and 8 to 9% in extrapolatory cases.</p></div>","PeriodicalId":775,"journal":{"name":"Shock Waves","volume":"34 3","pages":"237 - 256"},"PeriodicalIF":1.7,"publicationDate":"2024-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141608358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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

Air-breathing rotating detonation engine supplied with liquid kerosene: propulsive performance and combustion stability 使用液态煤油的喷气旋转爆燃发动机：推进性能和燃烧稳定性

IF 2.2 4区工程技术

Shock Waves Pub Date : 2024-07-02 DOI: 10.1007/s00193-024-01185-2

W. Perkowski, A. Bilar, M. Augustyn, M. Kawalec

引用次数: 0

Two-dimensional detailed numerical simulation of ammonia/hydrogen/air detonation: hydrogen concentration effects and transverse detonation wave structure 氨/氢/空气爆轰的二维详细数值模拟：氢浓度效应和横向爆轰波结构

IF 2.2 4区工程技术

Shock Waves Pub Date : 2024-06-24 DOI: 10.1007/s00193-024-01181-6

S. Kohama, T. Ito, N. Tsuboi, K. Ozawa, A. K. Hayashi

{"title":"Two-dimensional detailed numerical simulation of ammonia/hydrogen/air detonation: hydrogen concentration effects and transverse detonation wave structure","authors":"S. Kohama, T. Ito, N. Tsuboi, K. Ozawa, A. K. Hayashi","doi":"10.1007/s00193-024-01181-6","DOIUrl":"https://doi.org/10.1007/s00193-024-01181-6","url":null,"abstract":"<p>Numerical simulations on ammonia/hydrogen/air detonation are performed using a detailed reaction model to investigate the cellular instability and detonation dynamics as a function of hydrogen content. The UT-LCS model that includes 32 species and 213 elementary reactions is used in the present simulations. The fifth-order target compact nonlinear scheme captured the unstable detonation dynamics and the complicated flow structure including the propagation of a sub-transverse wave. The simulation performed with different hydrogen dilutions shows that the detonation propagates at the Chapman–Jouguet velocity for all cases, and the cell size for the ammonia/hydrogen mixing ratio <span>(alpha =0.3)</span> becomes approximately 10 times larger than that for <span>(alpha =1.0)</span> (hydrogen/air mixture). A transverse detonation produces a finescale cellular structure on the computed maximum pressure history. This complex shock formation is similar to those of a spinning detonation and two-dimensional propane/oxygen detonation. The cellular irregularity increases with decreasing hydrogen content because ammonia destabilizes the detonation cellular structure with a reduced activation energy of more than approximately 8.\u0000</p>","PeriodicalId":775,"journal":{"name":"Shock Waves","volume":"2016 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141504358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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

Heat and momentum losses in ({text {H}}_{2})–({text {O}}_{2})–({text {N}}_{2}/{textrm{Ar}}) detonations: on the existence of set-valued solutions with detailed thermochemistry $${text {H}}_{2}$ - $${text {O}}_{2}$ - $${text {N}}_{2}/{textrm{Ar}}$ 爆炸中的热量和动量损失：关于存在详细热化学的集值解法

IF 1.7 4区工程技术

Shock Waves Pub Date : 2024-06-21 DOI: 10.1007/s00193-024-01182-5

F. Veiga-López, L. Faria, J. Melguizo-Gavilanes

{"title":"Heat and momentum losses in ({text {H}}_{2})–({text {O}}_{2})–({text {N}}_{2}/{textrm{Ar}}) detonations: on the existence of set-valued solutions with detailed thermochemistry","authors":"F. Veiga-López, L. Faria, J. Melguizo-Gavilanes","doi":"10.1007/s00193-024-01182-5","DOIUrl":"10.1007/s00193-024-01182-5","url":null,"abstract":"<div><p>The effect of heat and momentum losses on the steady solutions admitted by the reactive Euler equations with sink/source terms is examined for stoichiometric hydrogen–oxygen mixtures. Varying degrees of nitrogen and argon dilution are considered in order to access a wide range of effective activation energies, <span>(E_{textrm{a,eff}}/R_{textrm{u}}T_{0})</span>, when using detailed thermochemistry. The main results of the study are discussed via detonation velocity-friction coefficient (<i>D</i>–<span>(c_{textrm{f}})</span>) curves. The influence of the mixture composition is assessed, and classical scaling for the prediction of the velocity deficits, <span>(D(c_{textrm{f,crit}})/D_{textrm{CJ}})</span>, as a function of the effective activation energy, <span>({E}_{textrm{a,eff}}/R_{textrm{u}} T_{0})</span>, is revisited. Notably, a map outlining the regions where <i>set-valued</i> solutions exist in the <span>(E_{textrm{a,eff}}/R_{textrm{u}}T_{0}text {--}{alpha })</span> space is provided, with <span>(alpha )</span> denoting the momentum–heat loss similarity factor, a free parameter in the current study.</p></div>","PeriodicalId":775,"journal":{"name":"Shock Waves","volume":"34 3","pages":"273 - 283"},"PeriodicalIF":1.7,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00193-024-01182-5.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141504359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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

Numerical investigation of the unsteady flow and wave dynamics in a wave rotor combustor 波状转子燃烧器中的非稳定流和波动力学数值研究

IF 1.7 4区工程技术

Shock Waves Pub Date : 2024-06-03 DOI: 10.1007/s00193-024-01178-1

R. Zheng, J. Li, E. Gong, Q. Qin, Z. Feng

{"title":"Numerical investigation of the unsteady flow and wave dynamics in a wave rotor combustor","authors":"R. Zheng, J. Li, E. Gong, Q. Qin, Z. Feng","doi":"10.1007/s00193-024-01178-1","DOIUrl":"10.1007/s00193-024-01178-1","url":null,"abstract":"<div><p>The pressure gain combustion in wave rotors has the potential to significantly enhance the performance of gas turbine engines. Wave rotor design focuses on understanding the complex behavior of rotating channels, which is challenging due to high rotational speeds. To investigate the influence of different working conditions on the unsteady process within the wave rotor combustor, a simplified 24-channel model was established to study both the unsteady flow and the wave dynamics. The calculations indicate that, for the current port position adopted and a rotor speed of 4000 rpm, backflow occurs at the inlet port for various inlet pressures. By analyzing the working sequence of the wave rotor combustor, it is found that the inlet port does not close in time when the pre-compression wave returns. This delay results in reflected expansion waves or compression waves moving within the channel, which affect a portion of the pressure gain, leading to a damped sinusoidal trend in the pressure profiles within the channel. The optimal pre-pressurization effect can be achieved at a rotor speed of 2000 rpm for the test conditions considered, and the total pressure gain achieved was 6.3%. By adding hot-jet ignition, it is found that the shock wave and flame interact at least five times in the current simulation. The shock–flame interaction can greatly accelerate the process of chemical reactions. After the fourth interaction, the shock wave achieved local coupling with the flame, forming a local high-pressure area of 4 bar, verifying the effectiveness of the wave rotor as a constant-volume supercharging device.</p></div>","PeriodicalId":775,"journal":{"name":"Shock Waves","volume":"34 3","pages":"257 - 271"},"PeriodicalIF":1.7,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141256999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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

Predicting detonation cell size of biogas–oxygen mixtures using machine learning models 利用机器学习模型预测沼气-氧气混合物的引爆单元大小

IF 2.2 4区工程技术

Shock Waves Pub Date : 2024-06-03 DOI: 10.1007/s00193-024-01164-7

S. Siatkowski, K. Wacko, J. Kindracki

引用次数: 0

Prediction model for the risk of auditory and vestibular disfunction caused by a blast wave 爆炸波导致听觉和前庭功能障碍风险的预测模型

IF 1.7 4区工程技术

Shock Waves Pub Date : 2024-05-31 DOI: 10.1007/s00193-024-01168-3

J. Zhang, K. Chen, G. Li, W. Chen, Z. Duan, J. Kang, X. Liu, S. Zhang, H. Gan, S. Zhou, C. Weng, C. Ma, Y. Liu, T. Zhou, J. Wang

{"title":"Prediction model for the risk of auditory and vestibular disfunction caused by a blast wave","authors":"J. Zhang, K. Chen, G. Li, W. Chen, Z. Duan, J. Kang, X. Liu, S. Zhang, H. Gan, S. Zhou, C. Weng, C. Ma, Y. Liu, T. Zhou, J. Wang","doi":"10.1007/s00193-024-01168-3","DOIUrl":"10.1007/s00193-024-01168-3","url":null,"abstract":"<div><p>Blast deafness and balance disorders are common consequences of modern warfare and terrorist actions. A predictive evaluation system can assist commanders in quickly gathering information on the incapacitation of combat personnel. However, a critical challenge to this goal was to clarify the dose–response relationship between the blast parameters and the severity of auditory and vestibular dysfunction. This paper describes the algorithms for a prediction model. We performed blast experiments to obtain data on animal auditory/vestibular dysfunction under different overpressures. Peak overpressure and positive phase duration of the blast wave were obtained by pressure measurements. The severity of auditory and vestibular dysfunction was established by the auditory brainstem response test, behavioral rating, and vestibular-evoked myogenic potentials tests. Test data were analyzed using receiver operating characteristic (ROC) curves and logistic regression analysis to obtain the overpressure limits for auditory/vestibular function and logistic regression curves for severity separately. The ROC curve analysis showed that the overpressure limit for the auditory function was 32.635 kPa and the vestibular function was 96.275 kPa. Logistic regression fitted curves illustrated the dose–response relationship between the coefficient <i>K</i>, normalized by peak overpressure and positive phase duration, and the risk probability of auditory and vestibular disfunction. The prediction model for the risk of auditory and vestibular disfunction severity (mild/moderate/severe) has been established based on the overpressure limit and dose–response relationship.</p></div>","PeriodicalId":775,"journal":{"name":"Shock Waves","volume":"34 4","pages":"327 - 338"},"PeriodicalIF":1.7,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141188927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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

Neuronal function spontaneously recovers in organotypic hippocampal slice cultures after repetitive exposure to occupational-level shock waves 重复暴露于职业级冲击波后，有机体海马切片培养物中的神经元功能会自发恢复

IF 1.7 4区工程技术

Shock Waves Pub Date : 2024-05-30 DOI: 10.1007/s00193-024-01179-0

C. Y. Kim, N. Varghese, M. Kleinberger, B. Morrison III

{"title":"Neuronal function spontaneously recovers in organotypic hippocampal slice cultures after repetitive exposure to occupational-level shock waves","authors":"C. Y. Kim, N. Varghese, M. Kleinberger, B. Morrison III","doi":"10.1007/s00193-024-01179-0","DOIUrl":"10.1007/s00193-024-01179-0","url":null,"abstract":"<div><p>Blast-induced traumatic brain injury has long been a prevalent health issue. There is growing concern for repeated exposures to low-level blasts with studies suggesting effects on neurological impairments and long-term health problems. The purpose of this study was to expand our understanding of the neurophysiological consequences of repetitive mild blast from a range of occupational exposure levels. We studied shock waves of peak overpressures ranging from 45 to 270 kPa and impulses of 54 to 295 kPa<span>(cdot )</span>ms. We observed the effects of these shock waves in organotypic hippocampal slice cultures generated from neonatal rat pups. This model allowed us to isolate the effects of blast on neuronal function without the confounding factors of scaling and peripheral systemic input. We found that blast severity and inter-blast interval were both integral in understanding non-injurious limits for blast exposure. With higher blast severity, the inter-blast interval needed to be extended to avoid deficits in long-term potentiation (LTP), a form of synaptic plasticity. Furthermore, blast exposures too close in time synergistically affected LTP negatively, producing a dose response with more exposures leading to greater deficits in LTP. Overall, even the lowest blast tested was capable of producing functional deficits under the appropriate conditions. These findings can aid in the improvement of safety and training protocols to set occupational exposure limits to avoid neurological impairments and negative long-term health effects.</p></div>","PeriodicalId":775,"journal":{"name":"Shock Waves","volume":"34 4","pages":"369 - 379"},"PeriodicalIF":1.7,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141188744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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

Detonation wave reflection over a concave–convex cylindrical wedge 凹凸圆柱楔上的爆破波反射

IF 1.7 4区工程技术

Shock Waves Pub Date : 2024-05-30 DOI: 10.1007/s00193-024-01176-3

L. Q. Wang, H. H. Ma

引用次数: 0

Investigation into helmet–head shock wave interactions at low overpressures through free-field blasts and schlieren imagery 通过自由场爆破和裂隙成像研究低过压时头盔与头顶冲击波的相互作用

IF 1.7 4区工程技术

Shock Waves Pub Date : 2024-05-22 DOI: 10.1007/s00193-024-01167-4

C. J. H. Thomas, C. E. Johnson

{"title":"Investigation into helmet–head shock wave interactions at low overpressures through free-field blasts and schlieren imagery","authors":"C. J. H. Thomas, C. E. Johnson","doi":"10.1007/s00193-024-01167-4","DOIUrl":"10.1007/s00193-024-01167-4","url":null,"abstract":"<div><p>Brain injuries in warfighters due to low-level blasts, even while wearing a helmet, are common. Understanding how the form of a shock wave changes when impacting a head donning a helmet may present solutions to reducing shock loading on the head, thereby reducing the prevalence of blast-induced traumatic brain injury. A manikin with PCB piezoelectric transducers throughout the head was exposed to low-pressure free-field blasts using an RDX-based explosive charge designed to output a side-on overpressure of 4 pounds per square inch (psi) [27.5 kilopascals (kPa)] with and without a helmet. Orientations of 0, 45, 90, 135, and 180 degrees were evaluated to observe changes in overpressure versus time (<i>p</i>(<i>t</i>)) waveforms. The waveforms were compared to schlieren imagery in which a shock wave impacted 3D-printed silhouettes of a warfighter donning a helmet, showing shock wave flow under the helmet at 0-, 90-, and 180-degree orientations. It was found that trapped shock waves under the helmet create regions of high overpressure and increase the duration of exposure, resulting in higher impulses imparted onto the head. While wearing a helmet, the 90-degree orientation resulted in the greatest reduction in overall peak overpressure, with an 8% decrease compared to the 0-degree orientation. In contrast, the 180-degree orientation led to an increase by 30%. For impulse, the 90-degree orientation showed the greatest reduction, with a decrease of 21%. The 0-degree orientation had the highest overall impulse among all orientations when wearing a helmet.</p></div>","PeriodicalId":775,"journal":{"name":"Shock Waves","volume":"34 4","pages":"399 - 412"},"PeriodicalIF":1.7,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141109025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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