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Flame Retardancy of Densified Wood Modified by Bio-Material Based Flame Retardant 经生物材料阻燃剂改性的致密化木材的阻燃性能
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-06-12 DOI: 10.1007/s10694-024-01594-w
Yuxin Gao, Saiya Feng, Long Yan, Tianyang Chu, ZongCheng Wang, Jianren Xiao, Hong Xie, Jin Zhang, Zhengyang Wang
{"title":"Flame Retardancy of Densified Wood Modified by Bio-Material Based Flame Retardant","authors":"Yuxin Gao,&nbsp;Saiya Feng,&nbsp;Long Yan,&nbsp;Tianyang Chu,&nbsp;ZongCheng Wang,&nbsp;Jianren Xiao,&nbsp;Hong Xie,&nbsp;Jin Zhang,&nbsp;Zhengyang Wang","doi":"10.1007/s10694-024-01594-w","DOIUrl":"10.1007/s10694-024-01594-w","url":null,"abstract":"<div><p>Densified wood (DW) is a carbon-negative and energy-saving structural material with promising applications in high-rise timber buildings. However, its fire safety issues restrict its applications. In this paper, a bio-material, phytic acid, based flame retardant PPBNOH was prepared to improve the flame retardancy of DW. The structure characteristics, thermal stability, flammability, combustion behavior and mechanical performance of flame-retardant DW (PPBNOH/DW) were studied. Results show that the decomposition of PPBNOH catalyzes char formation and enhances thermal stability. Thus, PPBNOH/DW has a 57% reduced peak mass loss rate and a 27.9% increased char yield. Both the wood dense structure and PPBNOH catalyzation synergistically promote the formation of phosphorus-containing, crosslinked and aromatic char during wood combustion, which hinders heat/mass transfers and enhances flame retardancy. Thus, PPBNOH/DW has a 53.2% limiting oxygen index, a V-0 rating of UL-94 test. It presents delayed ignition time, reduced heat release characteristics and lower heat of combustion (5.37 MJ kg<sup>−1</sup>) in the cone calorimeter test. BNOH improves the smoke suppression performance of PPBNOH/DW with a 38.6% reduced total smoke production. The compatible and thermally insulating char also enhances the high-temperature heating resistance of PPBNOH/DW as it has the highest remaining mechanical strengths after heating.</p></div>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 5","pages":"3671 - 3688"},"PeriodicalIF":2.3,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141352517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental Investigation of Water-Based Fire Suppression Systems on External Façade Fires 水基灭火系统对外墙火灾的实验研究
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-06-11 DOI: 10.1007/s10694-024-01595-9
Christoph Meraner, Ellen S. Skilbred, Kemal S. Arsava
{"title":"Experimental Investigation of Water-Based Fire Suppression Systems on External Façade Fires","authors":"Christoph Meraner,&nbsp;Ellen S. Skilbred,&nbsp;Kemal S. Arsava","doi":"10.1007/s10694-024-01595-9","DOIUrl":"10.1007/s10694-024-01595-9","url":null,"abstract":"<div><p>The use of external fire suppression systems can reduce the risk of fire spreading between buildings. This study investigated the effectiveness and efficiency of different externally placed water-based fire suppression systems on façade fire safety. A series of large-scale experiments comprising an SP Fire 105 setup equipped with sprinklers and high-pressure water mist nozzles have been performed. A combustible façade, consisting of 2.5 cm thick oriented strand board (OSB) plates, was installed to provide challenging conditions and allow a visual assessment of the post-fire damage. The temperature profile on the façade surface was measured with 34 thermocouples, while five heat flux gauges and two fast-response plate thermocouples were used to measure the heat flux on the façade surface and emitted to the ambient. The sprinklers and the high-pressure water mist system effectively suppressed the upwards flame migration and reduced the heat flux toward adjacent buildings. It was observed that the sprinklers acted as a water curtain and kept the façade wet during the fire, promoting minor damage (the burnt area is less than 1% of the total area). The temperature and heat flux measurements demonstrated that the sprinkler system was the most effective suppression system. However, the high-pressure water mist systems achieved similar effectiveness but a much higher efficiency concerning water consumption. The sprinkler nozzles used four times as much water as the high-pressure water mist nozzles.</p></div>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 5","pages":"3629 - 3648"},"PeriodicalIF":2.3,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10694-024-01595-9.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141359801","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}
引用次数: 0
The Impact of Air-Tightness on Smoke Transport During High-Rise Building Fires Under Low-Temperature Conditions 低温条件下高层建筑火灾中气密性对烟雾传播的影响
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-06-11 DOI: 10.1007/s10694-024-01583-z
Haoyou Zhao, Zhaoyang Yu, Fei Liu, Wen Han, Yanhai Liu, Yunpeng Zhou
{"title":"The Impact of Air-Tightness on Smoke Transport During High-Rise Building Fires Under Low-Temperature Conditions","authors":"Haoyou Zhao,&nbsp;Zhaoyang Yu,&nbsp;Fei Liu,&nbsp;Wen Han,&nbsp;Yanhai Liu,&nbsp;Yunpeng Zhou","doi":"10.1007/s10694-024-01583-z","DOIUrl":"10.1007/s10694-024-01583-z","url":null,"abstract":"<div><p>This study employs a combination of theoretical analysis, Similarity simulation, and computational fluid dynamics (CFD) to examine the airflow caused by the stack effect under different leakage conditions in high-rise buildings and the transport of fire smoke. Building on previous research, we quantify the leakage area using a formula and classify it into two categories, \"tight\" and \"leaky.\" Based on the analysis results, we conduct a similarity simulation experiment in a small-scale high-rise building experimental platform with a height of 5.2 m to create a certain size of leakage area at the bottom and record carbon monoxide concentration at different locations and times. The obtained result is then compared with the numerical simulation result, and the similarity simulation results match well with the numerical simulation results. The findings demonstrate that increasing the leakage area accelerates the transport of smoke due to the stack effect, particularly at higher floors. This paper also discusses strategies to impede smoke diffusion, providing valuable references for the safety design of high-rise buildings.</p></div>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 5","pages":"3571 - 3603"},"PeriodicalIF":2.3,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141357803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
3D Location of Indoor Fire Ignition with a Multilevel Constraint Based on Monocular Vision 基于单目视觉的多级约束室内点火的 3D 定位
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-06-11 DOI: 10.1007/s10694-024-01586-w
Yakun Xie, Ni Zhan, Jun Zhu, Yukun Guo, Dejun Feng, Sung Wook Baik
{"title":"3D Location of Indoor Fire Ignition with a Multilevel Constraint Based on Monocular Vision","authors":"Yakun Xie,&nbsp;Ni Zhan,&nbsp;Jun Zhu,&nbsp;Yukun Guo,&nbsp;Dejun Feng,&nbsp;Sung Wook Baik","doi":"10.1007/s10694-024-01586-w","DOIUrl":"10.1007/s10694-024-01586-w","url":null,"abstract":"<div><p>Accurate fire ignition spatial location methods can serve the automatic fire suppression based on video. Although current fire detection systems based on monocular surveillance videos can quickly detect fires, it is impossible to obtain the 3D position due to the polysemy of 2D images. To further promote the universal application of automatic fire suppression, we propose a 3D indoor fire ignition location method based on monocular vision. This is the first study on spatial orientation of fire based on monocular vision. First, the indoor scene is quickly reconstructed as the basis of the scene. Second, based on our previous research on fire detection, the refined position of the fire in 2D images and its topological relationship with the space object are analyzed. The hierarchical constraints from 2 to 3D are established for the spatial orientation of the indoor fire ignition point. The experimental results show that the average absolute error is only 4.82 cm and that the average relative error is 1.71%. In addition, our method can be embedded into the existing fire prevention and control system at a low cost, further promoting the development of intelligent fire prevention and control.</p></div>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 5","pages":"3605 - 3628"},"PeriodicalIF":2.3,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141356262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental Study on Foam Properties of Mixtures of Organic Silicon and Hydrocarbon Surfactants Regulated by Nano-SiO2 Particles 纳米二氧化硅颗粒调节有机硅和烃类表面活性剂混合物泡沫特性的实验研究
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-06-08 DOI: 10.1007/s10694-024-01596-8
Jiaqing Zhang, Fengju Shang, Xin Liu, Kaiyuan Li, Yunpeng Yang, Yanyan Zou
{"title":"Experimental Study on Foam Properties of Mixtures of Organic Silicon and Hydrocarbon Surfactants Regulated by Nano-SiO2 Particles","authors":"Jiaqing Zhang,&nbsp;Fengju Shang,&nbsp;Xin Liu,&nbsp;Kaiyuan Li,&nbsp;Yunpeng Yang,&nbsp;Yanyan Zou","doi":"10.1007/s10694-024-01596-8","DOIUrl":"10.1007/s10694-024-01596-8","url":null,"abstract":"<div><p>Nano SiO<sub>2</sub> particles (NPs) combined with organosilane surfactants present a promising avenue for the development of stable fluorine-free firefighting foams. In this study, hydrophilic nano SiO<sub>2</sub> particles, non-ionic organosilane surfactant (SiCare2238), and amphoteric hydrocarbon surfactant (LAMC) were prepared as a mixed dispersion to investigate the interactions between nano particles and surfactants, foaming ability, and foam stability of the mixed dispersion. Results indicated that the surface activity, electrical conductivity, and foaming ability of the mixed dispersion decreased with increasing NPs concentration. The impact of NPs on foam stability depended on the filling and blocking mechanisms within the platform boundary of the formed liquid film. At NPs concentrations below 1.5%, strong electrostatic interactions among surfactant molecules resulted in the adsorption of surfactant molecules on the nano particle surface, preventing the formation of a network structure at the platform boundary, thereby reducing foam stability. At NPs concentrations above 1.5%, a significant number of NPs formed a network structure, filling and blocking the platform boundary, leading to delayed foam drainage, coarsening, and enhanced foam stability. This study provides theoretical guidance for the application of nano particles in fluorine-free.</p></div>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 5","pages":"3553 - 3570"},"PeriodicalIF":2.3,"publicationDate":"2024-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141369800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermal Runaway Characteristics and Fire Behaviors of Lithium-Ion Batteries Corroded by Salt Solution Immersion 盐溶液浸泡腐蚀的锂离子电池的热失控特性和起火行为
IF 3.4 3区 工程技术
Fire Technology Pub Date : 2024-06-04 DOI: 10.1007/s10694-024-01589-7
Qingjie Zhao, Zhi Wang, Shaojia Wang, Bobo Shi, Zhihua Li, Hang Liu
{"title":"Thermal Runaway Characteristics and Fire Behaviors of Lithium-Ion Batteries Corroded by Salt Solution Immersion","authors":"Qingjie Zhao, Zhi Wang, Shaojia Wang, Bobo Shi, Zhihua Li, Hang Liu","doi":"10.1007/s10694-024-01589-7","DOIUrl":"https://doi.org/10.1007/s10694-024-01589-7","url":null,"abstract":"<p>Salt solution immersion experiments are crucial for ensuring the safety of lithium-ion batteries during their usage and recycling. This study focused on investigating the impact of immersion time, salt concentration, and state of charge (SOC) on the thermal runaway (TR) fire hazard of 18,650 lithium-ion batteries. The results indicate that corrosion becomes more severe with an increase in immersion time, salt concentration, and SOC. Shorter immersion durations or lower salt concentrations may lead to an increase in the maximum surface temperature of the battery during TR. Within a specific range of immersion time and salt concentration, the immersion can cause TR to happen earlier than usual. Among batteries immersed in a 3.5% NaCl solution for different durations (immersion 2 h in various NaCl concentrations), the earliest instance of TR was observed at a 4 h immersion time (5% immersion concentration). The onset temperature (<i>T</i><sub><i>TR</i></sub>) of TR increases with longer immersion times, a higher salt concentration, and a lower SOC, while the total mass loss during TR, as well as the rebound force, decreases. Furthermore, the maximum flame temperature and flame radiant heat flux saw significant reductions after immersion. The rapid decrease in the maximum heat release rate during stable combustion is attributed to the hydrolysis of the electrolyte and the depletion of the electrode active material following the corrosion failure of the safety valve. These findings provide valuable insights into the TR risks to batteries after salt solution immersion.</p>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"72 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141258901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk Perception, Safety Behavior and Work Accidents: Assessment and Relations in a Sample of Portuguese Firefighters 风险意识、安全行为和工伤事故:葡萄牙消防员样本的评估与关系
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-06-04 DOI: 10.1007/s10694-024-01585-x
Mário Fialho, Sandra Nunes, Carla A. Gamelas
{"title":"Risk Perception, Safety Behavior and Work Accidents: Assessment and Relations in a Sample of Portuguese Firefighters","authors":"Mário Fialho,&nbsp;Sandra Nunes,&nbsp;Carla A. Gamelas","doi":"10.1007/s10694-024-01585-x","DOIUrl":"10.1007/s10694-024-01585-x","url":null,"abstract":"<div><p>The study aims to analyze risk perception, through the psychometric paradigm, and to identify the influencing sociodemographic factors, in a sample of Portuguese firefighters. This is an exploratory, cross-sectional study, involving an online questionnaire, in a convenience sample of (n = 59) firefighters from corporations in two Portuguese cities. The firefighters’ risk perception in the sample is high (mean 8.61). Considering the psychometric paradigm dimensions, fear of suffering damage, personal vulnerability, severity of injury or disease, catastrophic potential and long-term consequences are those that influence risk perception in the sample. Firefighters consider to be exposed to a high level, to ergonomic risks, night shifts, chemical agents, thermal stress, stress, biological risks, risk of burn and explosion. Firefighters with &lt; 5 years in service presented the lowest mean of risk perception (p-value = 0.022), but the sociodemographic variables, type of professional bond or the number of accidents suffered presented no significant difference (p-value &gt; 0.05). To evaluate the self-reported adoption of safety behavior, the respondents classified their agreement with statements related to: the compliance with safety rules and procedures, the use of PPE, the attitude towards safety training and work pressure. It was concluded that the respondents who have a higher risk perception tend to adopt safety behaviors, thus confirming the importance of risk perception to implement targeted and effective strategies in safety training. Firefighters in the sample with fewer years of service have a lower risk perception, so they should be considered as a priority segment for safety training.</p></div>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 5","pages":"3529 - 3552"},"PeriodicalIF":2.3,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141258513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: Understanding the Impact of Fuel on Surfactant Microstructure of Firefighting Foam 更正:了解燃料对消防泡沫表面活性剂微观结构的影响
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-06-04 DOI: 10.1007/s10694-024-01591-z
Rezawana Islam, Brian Y. Lattimer
{"title":"Correction: Understanding the Impact of Fuel on Surfactant Microstructure of Firefighting Foam","authors":"Rezawana Islam,&nbsp;Brian Y. Lattimer","doi":"10.1007/s10694-024-01591-z","DOIUrl":"10.1007/s10694-024-01591-z","url":null,"abstract":"","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 6","pages":"4099 - 4100"},"PeriodicalIF":2.3,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10694-024-01591-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142645609","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}
引用次数: 0
Evaluation of the Fire Behavior of Low-Rise Eccentrically Braced Frame Structures Under Different Fire Scenarios 不同火灾情况下低层偏心支撑框架结构的火灾行为评估
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-06-03 DOI: 10.1007/s10694-024-01587-9
Seyed Javad Mortazavi, Iman Mansouri, Alireza Farzampour, Eleni Retzepis, Jong Wan Hu
{"title":"Evaluation of the Fire Behavior of Low-Rise Eccentrically Braced Frame Structures Under Different Fire Scenarios","authors":"Seyed Javad Mortazavi,&nbsp;Iman Mansouri,&nbsp;Alireza Farzampour,&nbsp;Eleni Retzepis,&nbsp;Jong Wan Hu","doi":"10.1007/s10694-024-01587-9","DOIUrl":"10.1007/s10694-024-01587-9","url":null,"abstract":"<div><p>The structural system of eccentrically braced frames (EBFs) is one of the most common structural systems with a excellent seismic performance in highly seismic areas. This study investigates the performance of this structural system in low-rise buildings. For this purpose, a three-story structure with this structural system is designed, and its behavior is investigated under six different fire scenarios. To analyze the structure under fire loads, the temperature distribution in the members exposed to the fire is first evaluated using the finite element heat transfer analysis method. Using the non-linear time history thermo-mechanics analysis method, the investigated frame is then analyzed, and the displacement and internal forces of the members are obtained. The results of these analyses show that in scenarios where the fire occurs in braced bays, the structure remains stable for a longer time, and the combination of braces and link beams is effective in redistributing the load applied to the adjacent columns.</p></div>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 5","pages":"3499 - 3528"},"PeriodicalIF":2.3,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141258897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding Fire and Rescue Service Practices Through Problems and Problem-Solving Networks: An Analysis of a Critical Incident 通过问题和问题解决网络了解消防和救援服务实践:重大事件分析
IF 2.3 3区 工程技术
Fire Technology Pub Date : 2024-05-10 DOI: 10.1007/s10694-024-01582-0
Lotta Vylund, Tove Frykmer, Margaret McNamee, Kerstin Eriksson
{"title":"Understanding Fire and Rescue Service Practices Through Problems and Problem-Solving Networks: An Analysis of a Critical Incident","authors":"Lotta Vylund,&nbsp;Tove Frykmer,&nbsp;Margaret McNamee,&nbsp;Kerstin Eriksson","doi":"10.1007/s10694-024-01582-0","DOIUrl":"10.1007/s10694-024-01582-0","url":null,"abstract":"<div><p>This study explores how the Fire and Rescue Service can better prepare for solving complex problems in emergencies by using the concept of problems and problem-solving networks. Primary and secondary data from an extensive fire incident were analysed, including semi-structured interviews and incident assessment reports. Complex problems that arise during emergencies can be challenging to define, and solutions can be difficult to identify. However, this study demonstrates that breaking down complex problems into sub-problems can facilitate the identification of what kind of problem-solving network is needed to be able to solve problems in emergencies. Overall, this study contributes to a deeper understanding of the rationale behind problem-solving network in emergency situations and highlights the importance of relationships in problem-solving network to address complex problems during emergencies.</p></div>","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"60 5","pages":"3475 - 3498"},"PeriodicalIF":2.3,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10694-024-01582-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140942140","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}
引用次数: 0
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