Pub Date : 2023-05-12DOI: 10.1109/CEEPE58418.2023.10165874
Shihong Qi, Di Yu, B. Niu, Yinglin Li
The permeability plays a vital role in describing the Newtonian fluids in fractal porous media. Assuming that porous media consist of capillaries only with single cross-sectional shape doesn't concur with real situations, and most porous media in nature are tremendously complex and consist of numerous tortuous capillaries/pores with various cross-sectional shapes. This paper derives a general permeability model of porous media composed of capillaries with mixed cross-sectional shapes and compares the predicting results of permeability by the present model with those by the previous models and experiment data of previous studies. The analysis results indicate that there is an optimal cross-sectional proportion of mixed shapes for the pores/capillaries in the porous media.
{"title":"A Permeability Model of Fractal Porous Media Composed of Arbitrary Shape Capillaries Based on Monte Carlo Simulation","authors":"Shihong Qi, Di Yu, B. Niu, Yinglin Li","doi":"10.1109/CEEPE58418.2023.10165874","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10165874","url":null,"abstract":"The permeability plays a vital role in describing the Newtonian fluids in fractal porous media. Assuming that porous media consist of capillaries only with single cross-sectional shape doesn't concur with real situations, and most porous media in nature are tremendously complex and consist of numerous tortuous capillaries/pores with various cross-sectional shapes. This paper derives a general permeability model of porous media composed of capillaries with mixed cross-sectional shapes and compares the predicting results of permeability by the present model with those by the previous models and experiment data of previous studies. The analysis results indicate that there is an optimal cross-sectional proportion of mixed shapes for the pores/capillaries in the porous media.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114596732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-12DOI: 10.1109/CEEPE58418.2023.10165886
Zhichao Qin, R. Zhou, Yiming Ren, Jincheng Li
The stochastic nature of the cooling and heating power loads and new energy power output in the regional integrated energy system leads to the difficulty of predicting their stochastic distribution characteristics and parameters during planning. Therefore, a discrete bounded constrained distribution method is used to solve the problem of uncertainty of stochastic distribution in their optimal allocation. A capacity allocation model of regional integrated energy system with discrete bounded distribution is established, and the model is converted into a deterministic semi-deterministic plan by Lagrangian dual principle. The simulation results show that although the investment and operation costs increase after considering the discrete bound constraint distribution, the load shedding loss is reduced to a certain extent; while the total system cost increases with the increase of the discrete bound perturbation range, the supply and sale of energy of the system is guaranteed, which is economical and reliable.
{"title":"Discrete Bound Constrained Distribution Based Regional Integrated Energy System Capacity Allocation Model","authors":"Zhichao Qin, R. Zhou, Yiming Ren, Jincheng Li","doi":"10.1109/CEEPE58418.2023.10165886","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10165886","url":null,"abstract":"The stochastic nature of the cooling and heating power loads and new energy power output in the regional integrated energy system leads to the difficulty of predicting their stochastic distribution characteristics and parameters during planning. Therefore, a discrete bounded constrained distribution method is used to solve the problem of uncertainty of stochastic distribution in their optimal allocation. A capacity allocation model of regional integrated energy system with discrete bounded distribution is established, and the model is converted into a deterministic semi-deterministic plan by Lagrangian dual principle. The simulation results show that although the investment and operation costs increase after considering the discrete bound constraint distribution, the load shedding loss is reduced to a certain extent; while the total system cost increases with the increase of the discrete bound perturbation range, the supply and sale of energy of the system is guaranteed, which is economical and reliable.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121971895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-12DOI: 10.1109/CEEPE58418.2023.10165970
Qing Li, Liming Wang, F. Yin
Phase change cooling technology has gradually become a solution to the heat dissipation bottleneck of high-voltage power electronic devices. The research object of this paper is the press-pack IGBT unit. The finite element simulation method is used to simulate the overall heat dissipation of the press-pack IGBT unit when it is placed in the air and immersed in the PCM. Moreover, the junction temperature change of the IGBT chip is analyzed. It is concluded that compared with the chip junction temperature of the press-pack IGBT unit in the air, the chip junction temperature under PCM immersion is much lower and the chip surface temperature is more uniform, which indicates that the phase-change cooling material has a better heat dissipation effect.
{"title":"Simulation of Press-Pack IGBT Unit in Phase Change Cooling Materials","authors":"Qing Li, Liming Wang, F. Yin","doi":"10.1109/CEEPE58418.2023.10165970","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10165970","url":null,"abstract":"Phase change cooling technology has gradually become a solution to the heat dissipation bottleneck of high-voltage power electronic devices. The research object of this paper is the press-pack IGBT unit. The finite element simulation method is used to simulate the overall heat dissipation of the press-pack IGBT unit when it is placed in the air and immersed in the PCM. Moreover, the junction temperature change of the IGBT chip is analyzed. It is concluded that compared with the chip junction temperature of the press-pack IGBT unit in the air, the chip junction temperature under PCM immersion is much lower and the chip surface temperature is more uniform, which indicates that the phase-change cooling material has a better heat dissipation effect.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116817638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-12DOI: 10.1109/CEEPE58418.2023.10167008
Hui Xiao, Jiannan Ouyang, Shan Li, Zhidu Huang
An improved Latin hypercube sampling method is proposed to solve the problems of low computational efficiency and the correlation between computational time, amount of computation, and evaluation accuracy in the sequential Monte Carlo simulation for reliability evaluation of generation and transmission systems. The optimal multiplier is used to modify the approximate optimal parameter distribution of the system, and then sequential Latin hypercube sampling is performed to obtain the state duration time series of elements and systems. This method further reduces sample variance and improves sampling efficiency on the basis of conventional Latin hypercube sampling, solves the correlation problem between the computational efficiency and evaluation accuracy of the sequential Monte Carlo simulation effectively. Apply this method to evaluate the reliability of IEEE-RTS 79 test systems and high reliability systems, the results show that the proposed method has faster convergence speed, less computational effort, and less computational time, and has good applicability in high reliability systems.
{"title":"Application of Improved Latin Hypercube Sampling in Reliability Assessment of Generation and Transmission Systems","authors":"Hui Xiao, Jiannan Ouyang, Shan Li, Zhidu Huang","doi":"10.1109/CEEPE58418.2023.10167008","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10167008","url":null,"abstract":"An improved Latin hypercube sampling method is proposed to solve the problems of low computational efficiency and the correlation between computational time, amount of computation, and evaluation accuracy in the sequential Monte Carlo simulation for reliability evaluation of generation and transmission systems. The optimal multiplier is used to modify the approximate optimal parameter distribution of the system, and then sequential Latin hypercube sampling is performed to obtain the state duration time series of elements and systems. This method further reduces sample variance and improves sampling efficiency on the basis of conventional Latin hypercube sampling, solves the correlation problem between the computational efficiency and evaluation accuracy of the sequential Monte Carlo simulation effectively. Apply this method to evaluate the reliability of IEEE-RTS 79 test systems and high reliability systems, the results show that the proposed method has faster convergence speed, less computational effort, and less computational time, and has good applicability in high reliability systems.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128384257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-12DOI: 10.1109/CEEPE58418.2023.10167222
Qi Wang, K. He, Yue Tong, F. Chu
The phenomenon of very fast transient overvoltage (VFTO) is a matter of significant concern in industry. In view of the fact that VFTO lacks the overall identification of time-frequency domain parameters and statistical characteristic analysis. A time-domain identification method combining the singular value decomposition (SVD) and the ESPRIT is proposed. Based on the measured VFTO waveforms obtained from the 220 kV GIS experimental platform, the proposed method is used to obtain the modal parameters of each harmonic component of the VFTO, including subharmonic amplitude, frequency, decay factor and initial phase angle. Further, the mean and variance of each mode parameter with normal distribution are obtained by parameter estimation, and the correlation between subharmonic amplitude and breakdown voltage is analyzed to establish the reconstruction model of VFTO transient waveforms under different breakdown voltages. the effectiveness of the proposed method is verified by comparing the test set.
{"title":"Statistical Analysis of VFTO Time Domain Modal Parameters","authors":"Qi Wang, K. He, Yue Tong, F. Chu","doi":"10.1109/CEEPE58418.2023.10167222","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10167222","url":null,"abstract":"The phenomenon of very fast transient overvoltage (VFTO) is a matter of significant concern in industry. In view of the fact that VFTO lacks the overall identification of time-frequency domain parameters and statistical characteristic analysis. A time-domain identification method combining the singular value decomposition (SVD) and the ESPRIT is proposed. Based on the measured VFTO waveforms obtained from the 220 kV GIS experimental platform, the proposed method is used to obtain the modal parameters of each harmonic component of the VFTO, including subharmonic amplitude, frequency, decay factor and initial phase angle. Further, the mean and variance of each mode parameter with normal distribution are obtained by parameter estimation, and the correlation between subharmonic amplitude and breakdown voltage is analyzed to establish the reconstruction model of VFTO transient waveforms under different breakdown voltages. the effectiveness of the proposed method is verified by comparing the test set.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128747691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-12DOI: 10.1109/CEEPE58418.2023.10167159
Chun Liu, Yan Cheng, Hangwei Zha
To make full use of the complementary potential of energy resources between different regional integrated energy systems (RIESs), this paper constructs a two-level operation optimization model under cloud-edge cooperation for multiple RIESs from the multi-level structure concept. Firstly, a real-time optimization model is built on the cloud platform of energy management to optimize the system overall economy, which meets the demand for power interaction in the day. Secondly, at each edge node, the model predictive control (MPC) is used to establish a refined energy control model based on the prediction analysis of each RIES's renewable energy generation and loads demand. Finally, the simulation verifies the feasibility of the cloud-edge coordinated control energy optimization in the real-time phase. Compared to traditional centralized control, the proposed method solves the problem of balancing the individual benefits of each RIES with the overall benefits of the system.
{"title":"Operation Optimization for Multiple Regional Integrated Energy Systems Based on Model Predictive Control under Cloud-Edge Cooperation","authors":"Chun Liu, Yan Cheng, Hangwei Zha","doi":"10.1109/CEEPE58418.2023.10167159","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10167159","url":null,"abstract":"To make full use of the complementary potential of energy resources between different regional integrated energy systems (RIESs), this paper constructs a two-level operation optimization model under cloud-edge cooperation for multiple RIESs from the multi-level structure concept. Firstly, a real-time optimization model is built on the cloud platform of energy management to optimize the system overall economy, which meets the demand for power interaction in the day. Secondly, at each edge node, the model predictive control (MPC) is used to establish a refined energy control model based on the prediction analysis of each RIES's renewable energy generation and loads demand. Finally, the simulation verifies the feasibility of the cloud-edge coordinated control energy optimization in the real-time phase. Compared to traditional centralized control, the proposed method solves the problem of balancing the individual benefits of each RIES with the overall benefits of the system.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124691120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rotor-craft unmanned aerial vehicle (UAV) has been applied rapidly in the domestic electric power system. However, endurance time of the drone loaded with equipment is limited in 20 minutes. Therefore, this paper proposes a key technology of automatic leapfrog-type charging control based on machine vision. Leapfrog-type charging platform is composed of UAV platform, UAV automatic charging platform and ground control system. According to both flight control and intelligent control, with the aid of machine vision and image recognition technology on positioning and intelligent landing UAV with high precision, and effective docking of preset slots and charging interfaces between ground charging platform and UAV, the battery of UAV charges automatically reliably, so as to realize the take-off and landing and automatically recharging UAV. The experimental results show that the problem of high precision positioning in charging process of UAV is effectively solved by implementing the leapfrog charging platform, machine vision, image recognition and shutdown technology.
{"title":"Autonomous Patrol Technology and System on Leapfrog-Type Charging UAV - Automatic Charging Control based on Machine Vision","authors":"Jiahua Guan, Jiahao Lu, Yaofeng Jian, Zitian Mai, Zhihao Li, Haojun Chen, Donglun Li, Qiting Zheng","doi":"10.1109/CEEPE58418.2023.10167061","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10167061","url":null,"abstract":"Rotor-craft unmanned aerial vehicle (UAV) has been applied rapidly in the domestic electric power system. However, endurance time of the drone loaded with equipment is limited in 20 minutes. Therefore, this paper proposes a key technology of automatic leapfrog-type charging control based on machine vision. Leapfrog-type charging platform is composed of UAV platform, UAV automatic charging platform and ground control system. According to both flight control and intelligent control, with the aid of machine vision and image recognition technology on positioning and intelligent landing UAV with high precision, and effective docking of preset slots and charging interfaces between ground charging platform and UAV, the battery of UAV charges automatically reliably, so as to realize the take-off and landing and automatically recharging UAV. The experimental results show that the problem of high precision positioning in charging process of UAV is effectively solved by implementing the leapfrog charging platform, machine vision, image recognition and shutdown technology.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129085642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-12DOI: 10.1109/CEEPE58418.2023.10166641
Yilang Jiang, Yi Han, Qiyu Chen, Xueqiong Wang, Chenchen Yu, Jing Cai
In this paper, a novel risk of successive commutation failures near oscillation center has been put forward, and it can be explained by marvelous generator swing. Accordingly, the countermeasures are put forward, they are generator tripping (as stability control) and AC network promotion, respectively. Finally, the effectiveness of these two measures are demonstrated and validated in numerical illustrations.
{"title":"The Successive Inverter Commutation Failures Near Generator Oscillation Center and Countermeasures","authors":"Yilang Jiang, Yi Han, Qiyu Chen, Xueqiong Wang, Chenchen Yu, Jing Cai","doi":"10.1109/CEEPE58418.2023.10166641","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10166641","url":null,"abstract":"In this paper, a novel risk of successive commutation failures near oscillation center has been put forward, and it can be explained by marvelous generator swing. Accordingly, the countermeasures are put forward, they are generator tripping (as stability control) and AC network promotion, respectively. Finally, the effectiveness of these two measures are demonstrated and validated in numerical illustrations.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129192765","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With the development of distributed energy resources (DERs) and microgrids, the traditional electricity trading system based on centralized models is no longer suitable for the current energy market. To address this issue, in this paper, we propose a smart contract-based large-scale power trading system for microgrids. To do this, we first model the two-tier large-scale power trading system of the microgrid, then use the Hungarian algorithm to match the power transactions, and package all the power transactions into a blockchain transaction once they are completed via smart contracts. Finally, a simulation experiment is conducted to demonstrate that the proposed algorithm can effectively reduce the time taken for power transactions.
{"title":"A Smart Contract-Based Microgrid Large-Scale Electricity Trading System","authors":"Zaoxian Zheng, Zhenghao Qian, Ye Liu, Hui Li, Hongwen Guo, Xinxin Wu","doi":"10.1109/CEEPE58418.2023.10166390","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10166390","url":null,"abstract":"With the development of distributed energy resources (DERs) and microgrids, the traditional electricity trading system based on centralized models is no longer suitable for the current energy market. To address this issue, in this paper, we propose a smart contract-based large-scale power trading system for microgrids. To do this, we first model the two-tier large-scale power trading system of the microgrid, then use the Hungarian algorithm to match the power transactions, and package all the power transactions into a blockchain transaction once they are completed via smart contracts. Finally, a simulation experiment is conducted to demonstrate that the proposed algorithm can effectively reduce the time taken for power transactions.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123929511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-12DOI: 10.1109/CEEPE58418.2023.10166954
Z. Pan, J. Deng, Zhicheng Xie, Xiang Peng, Mingchun Hou, Haibin Zhou
Internal electrical fault of converter transformer may generally cause high-energy arc. Internal arc fault will lead to rapidly increasing dynamic oil pressure and tank rupture. The leakage of oil with leakage high temperature may cause fire. Whether the mechanical strength of the tank for converter transformer can withstand this dynamic oil pressure is the decisive factor to determine whether a fire may occurs. In this paper, the mechanical characteristics, such as mechanical stress and deformation of the tank under internal arc fault are simulated and analyzed by FEM method, and some technical measures, such as flexible oil tank, to reduce the probability of tank rupture are proposed. Meanwhile, this paper puts forward a verification test method of mechanical strength of the tank for converter transformer based on arc test in the transformer oil.
{"title":"Research on Simulation and Verification Experiment Method for Pressure Characteristics of Converter Transformer Tank under Internal Arc Fault","authors":"Z. Pan, J. Deng, Zhicheng Xie, Xiang Peng, Mingchun Hou, Haibin Zhou","doi":"10.1109/CEEPE58418.2023.10166954","DOIUrl":"https://doi.org/10.1109/CEEPE58418.2023.10166954","url":null,"abstract":"Internal electrical fault of converter transformer may generally cause high-energy arc. Internal arc fault will lead to rapidly increasing dynamic oil pressure and tank rupture. The leakage of oil with leakage high temperature may cause fire. Whether the mechanical strength of the tank for converter transformer can withstand this dynamic oil pressure is the decisive factor to determine whether a fire may occurs. In this paper, the mechanical characteristics, such as mechanical stress and deformation of the tank under internal arc fault are simulated and analyzed by FEM method, and some technical measures, such as flexible oil tank, to reduce the probability of tank rupture are proposed. Meanwhile, this paper puts forward a verification test method of mechanical strength of the tank for converter transformer based on arc test in the transformer oil.","PeriodicalId":431552,"journal":{"name":"2023 6th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123218639","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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