W. Ji , O. Muránsky , M.C. Messner , W. Jiang , T. Hu , M. Smith
{"title":"Development, validation, and verification of multi-pass thermo-mechanical welding simulations using the open-source MOOSE framework: NeT TG4 benchmark weldment","authors":"W. Ji , O. Muránsky , M.C. Messner , W. Jiang , T. Hu , M. Smith","doi":"10.1016/j.ijpvp.2025.105560","DOIUrl":"10.1016/j.ijpvp.2025.105560","url":null,"abstract":"<div><div>This study develops and validates a sequentially coupled thermo-mechanical welding simulation for the three-pass 316L stainless steel NeT TG4 benchmark weldment using the open-source Multiphysics Object-Oriented Simulation Environment (MOOSE) and the Nuclear Engineering Material model Library (NEML). A diffused ellipsoidal heat source was calibrated against thermocouple data and weld macrographs to accurately model the fusion zone geometry and transient thermal fields. Material hardening is represented using the Lemaitre-Chaboche mixed isotropic-kinematic hardening model, while four annealing models - no annealing, single-stage at 1050 °C and 1300 °C, and two-stage at 800 °C/1300 °C - were implemented to assess the impact of annealing models on the accuracy of the predicted welding-induced plasticity, distortions, and residual stresses. The predictions were validated against experimental measurements and benchmarked against results from commercial software, demonstrating that thermo-mechanical MOOSE welding simulations achieve comparable accuracy with enhanced computational efficiency. This work highlights the potential of using open-source finite element frameworks like MOOSE for advanced manufacturing simulations.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"218 ","pages":"Article 105560"},"PeriodicalIF":3.0,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144194629","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}
Lijia Luo , Binjie Zhao , Jiameng Liu , Huanwei Yu , Xianfeng Chen , Shiyi Bao
{"title":"Monitoring of abnormal conditions of underground pipelines using fiber-optic vibration sensing and deep learning","authors":"Lijia Luo , Binjie Zhao , Jiameng Liu , Huanwei Yu , Xianfeng Chen , Shiyi Bao","doi":"10.1016/j.ijpvp.2025.105561","DOIUrl":"10.1016/j.ijpvp.2025.105561","url":null,"abstract":"<div><div>Pipelines are widely used for the long-distance transportation of fossil fuels and industrial materials. For underground pipelines, the pipeline safety is seriously threatened by various abnormal conditions, including pipe leakage, mechanical impact, earth excavation, third-party intrusion and natural disaster. Therefore, real-time monitoring of abnormal conditions is an effective way to ensure the safety of underground pipelines. In this paper, a fiber-optic vibration sensing system is used to monitor underground pipelines. Deep learning-based methods are proposed for detection and recognition of abnormal pipeline conditions. The detection method integrates a deep scattering network (DSN) with kernel support matrix domain description (KSMDD). The DSN firstly extracts the deep time-frequency features of vibration signals obtained by the fiber-optic sensing system. The KSMDD is then applied on signal feature matrices to define a statistical index for abnormal condition detection. The recognition method integrates a DSN with a gated recurrent unit (GRU) network to extract signal features for recognizing different types of abnormal conditions. Experimental results illustrate that the abnormal condition detection and recognition methods have a false alarm rate of 1 %, a detection rate larger than 99 %, and a recognition accuracy higher than 99 %.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105561"},"PeriodicalIF":3.0,"publicationDate":"2025-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144105445","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}
{"title":"A study on annealing temperature in FEM simulation of residual stress in SUS316 weld","authors":"Lina Yu , Kenji Suzuki , Hiroyuki Hirata , Kazutoshi Nishimoto , Kazuyoshi Saida","doi":"10.1016/j.ijpvp.2025.105557","DOIUrl":"10.1016/j.ijpvp.2025.105557","url":null,"abstract":"<div><div>This study investigates the recrystallization phenomenon of strain hardening during welding process in austenitic stainless steel (SUS316), and a suitable annealing temperature for finite element method (FEM) simulation was proposed. The electron backscatter diffraction (EBSD) analysis results of a 1-pass weld with prior surface machining proved that the annealing effect can be introduced owing to the recrystallization phenomenon caused by welding thermal cycle. Therefore, it was necessary to introduce a suitable annealing temperature into the FEM simulation to simulate this phenomenon. To establish a propriate annealing temperature, the 20 % and 30 % pre-strained cold-rolled specimens were subjected to peak temperatures ranging from 800 °C to 1300 °C, held at the peak temperature for 1 s, and their corresponding hardness was measured. The results showed that when the annealing temperature is approximately 1050 °C, the resulting hardness aligns with that of solution-treated specimens. To verify the accuracy of the proposed annealing temperature in the FEM simulation, this determined annealing temperature (1050 °C) was then applied in the FEM model to estimate the residual stress after 7-layer welding, with the results validated through measurements. The good agreement between the simulated residual stress and the measured results follows that the proposed annealing temperature of 1050 °C in FEM simulation is reasonable and effective. Therefore, the annealing temperature of 1050 °C should be included in the FEM simulation of SUS316 welding in the future.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105557"},"PeriodicalIF":3.0,"publicationDate":"2025-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144089468","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}
Ahmed Sellami, Matthew A. Franchek, Karolos M. Grigoriadis, Yingjie Tang, Keng Yap, Debartha Bag
{"title":"Strain-based modeling of burst pressure in pipelines with selective seam weld corrosion","authors":"Ahmed Sellami, Matthew A. Franchek, Karolos M. Grigoriadis, Yingjie Tang, Keng Yap, Debartha Bag","doi":"10.1016/j.ijpvp.2025.105558","DOIUrl":"10.1016/j.ijpvp.2025.105558","url":null,"abstract":"<div><div>A data-driven modeling process has been developed in this study to estimate the burst pressure of pipelines with surface wedge-shaped defects caused by selective seam weld corrosion (SSWC). The modeling of the pipeline burst pressure with SSWC was formulated through finite element analysis (FEA) conducted for different pipe attributes. Parametric studies for each pipe attribute were framed using the Buckingham π theorem, with burst pressure estimates derived by applying the Limiting Triaxial Strain criterion to the FEA stress and strain results. The model predictions were compared to failure pressure estimation results from standard methods used in the industry. A key finding from this research is the critical importance of incorporating the defect vertex radius into the data-driven burst pressure models. A sensitivity analysis was performed to assess how inaccuracies in vertex radius estimation affect predicted burst pressure, and a parametric method has been proposed to estimate the vertex radius using measurable defect parameters. Full-scale hydrostatic burst pressure tests were conducted and compared to the FEA predictions to validate the accuracy of the 3D FEA models and the limiting triaxial strain criterion of pipe failure.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105558"},"PeriodicalIF":3.0,"publicationDate":"2025-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144099356","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}
{"title":"Limit and shakedown analysis of hollow spheres under monotonic and cyclic thermal loadings","authors":"Jiajiang Du, Fengpeng Yang","doi":"10.1016/j.ijpvp.2025.105541","DOIUrl":"10.1016/j.ijpvp.2025.105541","url":null,"abstract":"<div><div>This study proposes a practical analytical framework to assess the structural safety of hollow sphere subjected to monotonic and cyclic thermal loadings. By modeling the sphere as an elastic-perfectly plastic material obeying the von Mises criterion, we derive closed-form solutions for elastic–plastic and shakedown limits through Melan’s static theorem, explicitly characterizing radial, tangential, and equivalent stress distributions. Crucially, the analytical results reveal that no complete plastification occurs regardless of thermal loading intensity, and the elastoplastic region evolution is governed by geometric parameters — a finding validated against axisymmetric finite element simulations. Furthermore, a dual-criterion framework integrating a non-conservative safety factor and an unloading-path-dependent stress ratio is introduced to unify elastoplastic and shakedown analysis with engineering design principles for thermally loaded spherical structures. Finally, we demonstrate that the method is stable, accurate and efficient, enabling reliable prediction of elastic–plastic and shakedown boundaries for hollow sphere under monotonic and cyclic thermal loadings.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105541"},"PeriodicalIF":3.0,"publicationDate":"2025-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144068923","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}
Yu Wang , Shiru Li , Hailun Zhang , Qiankun Zhao , Xingfeng Liu , Di Zhao , Yuguang Cao
{"title":"Study on the hydrogen diffusion behavior in pipeline girth welds based on segmented moving double ellipsoid heat source model","authors":"Yu Wang , Shiru Li , Hailun Zhang , Qiankun Zhao , Xingfeng Liu , Di Zhao , Yuguang Cao","doi":"10.1016/j.ijpvp.2025.105556","DOIUrl":"10.1016/j.ijpvp.2025.105556","url":null,"abstract":"<div><div>This study addresses the increased risk of hydrogen-induced failure caused by localized hydrogen enrichment in the hydrogen-blended pipeline girth welds. A hydrogen diffusion model for the hydrogen-infused pipeline girth weld is established based on the segmented moving double ellipsoid heat source boundary condition. Based on full-scale pipeline welding experiments, a three-dimensional six-layer six-pass model for X80 pipeline girth welds is established using ABAQUS and subroutine technology, considering the segmented moving double ellipsoid heat source boundary condition. Based on model and experimental verification, the temperature and residual stress fields during the welding process are analyzed. Hydrogen diffusion simulations are conducted using diffusion parameters from different regions and weld passes of the pipeline girth weld to investigate the influence of residual stress on the hydrogen diffusion behavior in the weld. The results indicate that the temperature field and residual stress field calculated using the segmented double ellipsoid heat source model show good agreement with experimental data, with computational times being 1/3 of those for the double ellipsoid heat source model, respectively. Regarding the hydrogen diffusion coefficient, the diffusion coefficients in the heat-affected zone and weld metal increased to varying degrees compared to the base metal due to the influence of grain structure and dislocation density. Moreover, welding residual stress promotes the diffusion and accumulation of hydrogen, with the maximum hydrogen concentration in the weld centre region increasing by 3.3 times compared to when residual stress is not considered, while the steady-state time is reduced to 5.2E5 seconds.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105556"},"PeriodicalIF":3.0,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143948310","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}
Jinghui Wang , Chengzhi Zheng , Jie Qiu , Xiao-Cong Zhong , Zebin Bi , Dan Liu , Shiping Zhang , Qisong Wang
{"title":"An optimized VMD-wavelet denoising method for leakage detection in water supply networks from acoustic emission signals","authors":"Jinghui Wang , Chengzhi Zheng , Jie Qiu , Xiao-Cong Zhong , Zebin Bi , Dan Liu , Shiping Zhang , Qisong Wang","doi":"10.1016/j.ijpvp.2025.105535","DOIUrl":"10.1016/j.ijpvp.2025.105535","url":null,"abstract":"<div><div>Leakage detection in water supply networks is critical for infrastructure maintenance, while traditional methods relying on listening devices are inefficient and time-consuming. Acoustic emission (AE) technology has emerged as a promising alternative due to its non-destructive nature and minimal environmental impact. However, its effectiveness is significantly hindered by environmental noise, which degrades the signal-to-noise ratio (SNR) and complicates leakage detection. To address this challenge, we propose an optimized VMD-wavelet denoising method tailored for AE-based leakage detection. Our approach introduces three key innovations: Adaptive VMD parameter optimization using the Northern Goshawk Optimization (NGO) algorithm, ensuring optimal mode decomposition; Correlation-based IMF selection, effectively filtering out irrelevant components to enhance signal clarity; and Improved wavelet threshold denoising, which refines high-frequency components to maximize noise suppression while preserving leakage-related features. Extensive experiments on simulated and real-world datasets demonstrate that our proposed method outperforms conventional approaches, increasing the SNR from 20.27 to 30.58 (approximately a 50% increase) and achieving a high average leakage detection accuracy of 94.63%. Our work contributes to the advancement of pipeline monitoring technologies, providing a more effective solution for maintaining real-world water supply networks.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105535"},"PeriodicalIF":3.0,"publicationDate":"2025-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144137807","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}
Cong Zhou , Xiaoqiang Wang , Chengkun Ma , Shaowei Lu , Lu Zhang , Yuxiang Chen , Hong Xiong , Wenbo Zhang , Shuaihao Liu , Rui Zhang
{"title":"The multi-scale mechanical properties of double-double layup technology in Type IV fiber-wound pressure vessels","authors":"Cong Zhou , Xiaoqiang Wang , Chengkun Ma , Shaowei Lu , Lu Zhang , Yuxiang Chen , Hong Xiong , Wenbo Zhang , Shuaihao Liu , Rui Zhang","doi":"10.1016/j.ijpvp.2025.105539","DOIUrl":"10.1016/j.ijpvp.2025.105539","url":null,"abstract":"<div><div>This research aims to achieve key technological breakthroughs in hydrogen energy storage and utilization. A progressive homogenisation approach is used for multi-scale damage analysis of Type IV pressure vessels. The study begins at the micro-level, determining material stiffness parameters and damage characteristics. Next, it analyzes damage responses under different layup configurations at the mesoscopic scale, verifying micro-scale parameters. These findings are then extended to the macro-scale using finite element simulations to explore the impact of various layup angles on structural performance. For damage assessment, the Hashin criterion is applied from micro-to macro-levels. Results show that the DD layup structure exhibits a superior stress response under the same pressure compared to isotropic layups. Based on stress and strain analysis, further failure analysis predicts similar failure situations for both layups under multiple damage criteria. Additionally, the DD structure can rationally replace the winding layer of fiber-wound pressure vessels while achieving weight reduction. This approach provides a theoretical reference for lightweight alternative designs of composite pressure vessels.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105539"},"PeriodicalIF":3.0,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144068925","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}
Arthur de Bribean Guerra , Gabriel Roberto Campesan , Claudemiro Bolfarini , Guilherme Yuuki Koga
{"title":"Can air carbon arc gouging sensitize stabilized or low-carbon austenitic stainless steel?","authors":"Arthur de Bribean Guerra , Gabriel Roberto Campesan , Claudemiro Bolfarini , Guilherme Yuuki Koga","doi":"10.1016/j.ijpvp.2025.105555","DOIUrl":"10.1016/j.ijpvp.2025.105555","url":null,"abstract":"<div><div>This paper challenges the widespread skepticism surrounding the use of air carbon arc gouging (ACAG) in repair welding for critical applications in stainless steels, such as oil and gas assets, by evaluating its effects on the electrochemical properties of AISI 316L and AISI 321 austenitic stainless steels. This investigation examines the degree of sensitization and intergranular corrosion susceptibility in a simulated repair scenario. The experimental setup involved creating a gouged groove (6–7 mm depth) adjacent to the heat-affected zone (HAZ) using air carbon arc gouging (ACAG), followed by rewelding <em>via</em> submerged arc welding (SAW). Welded joints were analyzed under three surface preparation conditions after gouging: i) no cleaning, ii) brushing, and iii) rectifying. Electrochemical evaluation was conducted using the double loop potentiokinetic reactivation (DL-EPR) technique in accordance with ISO 12732:2017, while susceptibility to intergranular corrosion was assessed using ASTM A262-15, Practice A, oxalic acid etching tests. The results debunk the prevailing assumption that ACAG inevitably compromises the corrosion resistance of stainless steels. They demonstrate that, even without post-process cleaning, the procedure does not increase sensitization or susceptibility to intergranular attack. These findings validate ACAG as a viable, efficient, and cost-effective method for repair welding in low-carbon or stabilized austenitic stainless steels, simulating field conditions. This includes demanding industries such as oil and gas, where it ensures effective defect removal and full weld penetration while preserving asset integrity and resistance to localized corrosion.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105555"},"PeriodicalIF":3.0,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143941404","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}
Ying Sun , Xuecong Zhao , Kailun Zheng , Zhubin He
{"title":"Microstructure evolution of NiAl alloy seamless tubes formed by an integrated forming process using laminated Ni/Al foil continuous winding","authors":"Ying Sun , Xuecong Zhao , Kailun Zheng , Zhubin He","doi":"10.1016/j.ijpvp.2025.105554","DOIUrl":"10.1016/j.ijpvp.2025.105554","url":null,"abstract":"<div><div>In order to overcome the difficulties in forming NiAl alloy seamless tubes by conventional hot forming, a novel integrated process of internal high-pressure connection and reaction synthesis was proposed using laminated Ni/Al foil continuous winding. The microstructure evolution route and voids inheritance mechanism between element foils were investigated by scanning electron microscopy (SEM) and electron backscatter diffraction (EBSD). The forming defects of the integrated process were analyzed using SEM and energy-dispersive X-ray spectrometer (EDS) microstructure analysis methods. Uniaxial tensile tests and microstructure characterization were conducted to observe the impacts of lay-up patterns and initial foils on the thin-walled components in order to determine the performance control strategy. It was shown that the NiAl alloy seamless tubes were successfully fabricated by the integrated process, and achieved the desired cylindrical shape with a diameter of 39 mm, wall thickness of 1.3 mm, and length of 155 mm. The microstructure of the NiAl alloy tube mainly consisted of Ni and Ni<sub>2</sub>Al<sub>3</sub> layers after the first stage of reaction synthesis, with a thickness of 16.07 μm and 126.07 μm, respectively. Voids were observed in the middle of the Ni<sub>2</sub>Al<sub>3</sub> layers located parallel to the rolling plane, with a thickness of approximately 8.15 μm. At the end of the first and second stages of reaction synthesis, the detached Al or Ni independent bodies were completely wrapped by the NiAl<sub>3</sub> or Ni<sub>3</sub>Al layers, respectively. The reduced pressure led to an insufficient reduction of Kirkendall voids at the NiAl<sub>3</sub>/Al and Ni/Ni<sub>3</sub>Al interfaces. Consequently, voids were formed in the original position of the Al and Ni layers, and then inherited into the final NiAl alloy component. Furthermore, the Ni/Ni<sub>2</sub>Al<sub>3</sub>/Ni multilayered structure fabricated under the first stage of reaction synthesis performed superplastic behavior at 900 °C. Ni phase in the deformed Ni/Ni<sub>2</sub>Al<sub>3</sub>/Ni multilayered structures was completely dissolved in the Ni<sub>2</sub>Al<sub>3</sub> matrix after reaction diffusion treatment at 1200 °C. This provided potential opportunities of forming complex shapes for NiAl alloy tubular part. The simultaneous reduction of the initial thicknesses of Ni and Al foils decreased the average grain size in the coarse-grained layers (CGLs) and fine-grained layers (FGLs). The adoption of an Al foil with a double-layer structure of half the initial thickness improved the ultimate tensile strength (UTS).</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"217 ","pages":"Article 105554"},"PeriodicalIF":3.0,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144105444","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}