2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)最新文献

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Estimation of PV Cell Equivalent Circuit Parameters Based on Ali Baba and the Forty Thieves Algorithm 基于阿里巴巴和四十盗算法的光伏电池等效电路参数估计
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988785
Hussam Rushdi, F. Al-Naima
{"title":"Estimation of PV Cell Equivalent Circuit Parameters Based on Ali Baba and the Forty Thieves Algorithm","authors":"Hussam Rushdi, F. Al-Naima","doi":"10.1109/ICT-PEP57242.2022.9988785","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988785","url":null,"abstract":"In evaluating solar photovoltaic (SPV) cell performance and monitoring operational deviations, parameters of the solar cell equivalent circuit models play an important role. Given that solar cells have nonlinear current-voltage characteristics, calculating their parameters is a significant challenge. Therefore, to effectively handle this engineering challenge, an accurate and efficient optimization technique is typically needed. In order to determine SPV cell parameters, this study revealed a new optimization technique called Ali Baba and the Forty Thieves (AFT) algorithm. The suggested optimization technique was used to estimate the parameters of the single-diode equivalent circuit model of the SPV. Study work has been done on various photovoltaic modules, including the Photowatt PWP-201 and the RTC France solar cell. In addition, a comparison study is used to demonstrate the proposed AFT algorithm's performance against a number of existing heuristic algorithms, including the Moth Flame Optimization (MFO), Dragonfly Algorithm (DA), Whale Optimization Algorithm (WOA), Grey Wolf Optimization (GWO), Ant Lion Optimization (ALO), Harris Hawk Optimization (HHO), Hybrid of Particle Swarm Optimization and Grey Wolf Optimization (PSOGWO), Marine Predator Algorithm (MPA), and African Vulture Optimization Algorithm (AVOA). The comparison has been made using the same datasets and the same computational workload for each optimization technique in order to evaluate performance fairly. The acquired comparative results demonstrated that the AFT algorithm provides higher performance than any of those techniques in terms of the root mean square error (RMSE), computation time, and the accuracy of the results for parameter estimation of SPV cells.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"216 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115068091","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}
引用次数: 0
Solar PV Total Cost Calculation in Jawa-Madura-Bali System 爪哇-马杜拉-巴厘系统太阳能光伏总成本计算
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988911
M. Marbun, Ahmad Yusuf Salile, Dede Ridza Diana
{"title":"Solar PV Total Cost Calculation in Jawa-Madura-Bali System","authors":"M. Marbun, Ahmad Yusuf Salile, Dede Ridza Diana","doi":"10.1109/ICT-PEP57242.2022.9988911","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988911","url":null,"abstract":"Solar PV integration to any conventional power grid will impact the existing operational scheme, in some cases the PV integration will impact generation cost. Currently, the generation cost of PV determined by the Levelized Cost of Electricity, which omit the time series impact of intermittent power generation. The needs to calculate the total cost of PV implementation to the grid has been analyze by most of the electric utility company. With high target of PV integration to Jawa-Madura-Bali system, this total cost calculation will be calculated to show the real cost of PV as a whole generation cost. Based on the case study of Jawa-Madura-Bali in 2025 the total cost is 8.44 c$/kWh, which consists of LCOE, Grid Cost, balancing Cost, Backup Cost, and Utilization Effect.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"221 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115984967","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}
引用次数: 0
The Impact of Surface Cleaning and Watering on Photovoltaic in Bangka Belitung Islands 邦加勿里洞群岛表面清洁和浇水对光伏的影响
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988953
Abi Agung Pandawa, R. F. Gusa, Welly Yandi, W. Sunanda
{"title":"The Impact of Surface Cleaning and Watering on Photovoltaic in Bangka Belitung Islands","authors":"Abi Agung Pandawa, R. F. Gusa, Welly Yandi, W. Sunanda","doi":"10.1109/ICT-PEP57242.2022.9988953","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988953","url":null,"abstract":"The use of photovoltaics as a new renewable energy source is one of the options to increase the energy mix in Indonesia, especially in the Province of the Bangka Belitung Islands. In this regard, research was conducted to increase the efficiency of the photovoltaic used. The treatment is cleaning the surface of the photovoltaic panel and sprinkling water in front and behind the photovoltaic panel. From the measurement results, it was found that the measured voltage before cleaning on the photovoltaic surface was 10.1 - 14.5 Volts and after cleaning the photovoltaic surface increased to 13.4 - 18.3 Volts. The current measured before cleaning the photovoltaic surface is 0.68 - 3.2 Ampere and after cleaning the photovoltaic surface it becomes 2.2 - 8.9 Ampere. Then by treating the water sprinkling in front and behind the photovoltaic simultaneously, the lowest measured voltage is 14.3 Volts and the highest is 18 Volts. For the current measured after watering in front and behind the photovoltaic, the lowest measured current value is 3.2 Ampere and the highest is 9.2 Ampere.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121573166","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}
引用次数: 0
PQD's Detection and Classification Under Normal and Noisy Conditions Based on RADWT & SVM Based Technique 基于RADWT和SVM的正常和噪声条件下PQD检测与分类
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988829
S. R. Kumar Joga, Lipsa Ray, Chidurala Saiprakash, P. Sinha, C. Jena, S. Priyadarshini
{"title":"PQD's Detection and Classification Under Normal and Noisy Conditions Based on RADWT & SVM Based Technique","authors":"S. R. Kumar Joga, Lipsa Ray, Chidurala Saiprakash, P. Sinha, C. Jena, S. Priyadarshini","doi":"10.1109/ICT-PEP57242.2022.9988829","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988829","url":null,"abstract":"In recent days, there has been a significant increase in the amount of industrial and residential loads. Increasing the load might result in problems with the power quality on the distribution side. Because of difficulties about the quality, these capabilities of erratic power have been reduced. This may on occasion lead to potentially hazardous fire accidents, which in this case resulted in the loss of both lives and property. voltage sag, voltage swell, fluctuations, switching transients, flickers, and harmonics are the primary Power Quality Disturbances (PQDs). These PQDs need to be swiftly and precisely recognized by power quality analyzers despite the fact that they are sensitive to detection. In this particular instance, this is the key justification for rapidly and accurately identifying any problems with the power quality. The detection and classification of these PQ disturbances is now a difficult task for electrical engineers in the modern day. Because of this, a large number of researchers are focusing their attention on the issue. In this article, the formulation and simulation of power quality disturbances are discussed. MATLAB is used as the programming environment for the mathematical representation of PQDs that have been formulated. In order to analyze the PQD signals, the RADWT wavelet transform is used. In order to categorize the information obtained from the decomposed PQD signals, Support Vector Machine Learning Classifier is used.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132410261","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}
引用次数: 3
Islanding Detection in Distributed Microgrid using Quadrature Demodulation 基于正交解调的分布式微电网孤岛检测
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988927
Shanzah Naseem, I. Butt, Sadiq Ahmad, Abdullah Shoukat
{"title":"Islanding Detection in Distributed Microgrid using Quadrature Demodulation","authors":"Shanzah Naseem, I. Butt, Sadiq Ahmad, Abdullah Shoukat","doi":"10.1109/ICT-PEP57242.2022.9988927","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988927","url":null,"abstract":"In grid-connected distributed generating (DG) systems, islanding has become a severe problem. Emerging energy production into the current power system has produced a variety of difficulties, the most significant of which is fast and efficient islanding detection to minimize damage to equipment, system security interference, and safety threats. Whenever a microgrid system is deployed, it is completely disconnected from the main grid. Several strategies have been developed in recent research publications to identify the islanding situation, which is classified as active, passive, or hybrid. In this work, the variation in the autocorrelation function of a modal current envelope (VAMCE) approach is utilized to identify the islanding scenario rapidly and precisely. The approach first transforms the three-phase current signal into a modal current signal and then calculates the envelope using a quadrature demodulation method. Finally, the suggested methodology used a VAMCE technique to discriminate among islanding and non-islanding circumstances. The VAMCE methodology changes insignificantly under normal settings, but it differs widely during islanding scenarios, making this approach more beneficial for islanding detection. This approach is examined using many simulations with parameters like active and reactive power in normal and islanded condition. According to the simulation findings, the suggested methodology is more accurate and can be finished in a reasonable timeframe than the previous methods. The recognition performance in terms of time is only 0.4s, also the NDZ is very minor.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131010916","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}
引用次数: 0
Comparative Study of Outer Rotor Field Excited Flux Switching Machine with Feasible Rotor Poles For EV and HEV Application 电动汽车和混合动力汽车用可行转子极外转子励磁开关电机的比较研究
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988789
Siddique Akbar, F. Khan, W. Ullah, Basharat Ullah, M. Yousuf, S. Hussain
{"title":"Comparative Study of Outer Rotor Field Excited Flux Switching Machine with Feasible Rotor Poles For EV and HEV Application","authors":"Siddique Akbar, F. Khan, W. Ullah, Basharat Ullah, M. Yousuf, S. Hussain","doi":"10.1109/ICT-PEP57242.2022.9988789","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988789","url":null,"abstract":"This paper proposes a novel Outer Rotor Field Excited Flux Switching Machine (OR-FEFSM) for electric and hybrid electric vehicles. First, the design topology and operating principles is discussed. In order to investigate the effectiveness of the proposed OR-FEFSM, a detailed study on rotor pole combinations is performed. Based on simplified mathematical formulation, 12S/7P (stator slot/rotor poles), 12S/11P, 12S/13P and 12S/17P are the most feasible combination. Moreover, the developed OR-FEFSM offers improved average torque and ripples. Finite Element Analysis (FEA) based on comprehensive electromagnetic performance are opted on the aforesaid combination and found that 12S/13P offers the highest average torque of 4.62 Nm whereas 3.72 Nm, 2.72Nm, and 2.103 Nm average torque are offered by 12S/17P, 12S/7P and 12S/11P respectively.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116951545","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}
引用次数: 0
Finite Control Set Model Predictive Control of Noninverting Buck-Boost DC-DC Converter 非反相Buck-Boost DC-DC变换器的有限控制集模型预测控制
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988799
Basharat Ullah, H. Ullah
{"title":"Finite Control Set Model Predictive Control of Noninverting Buck-Boost DC-DC Converter","authors":"Basharat Ullah, H. Ullah","doi":"10.1109/ICT-PEP57242.2022.9988799","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988799","url":null,"abstract":"In this paper, finite control set model predictive control (FCS-MPC) of the noninverting buck-boost DC-DC converter with magnetic coupling between input and output is proposed. A major issue that arises in the classical control of the converter is the dead zone near the transition of the buck and boost mode. The reason for the dead zone is practically unrealizable duty cycles, which are close to zero or unity, of pulse width modulation (PWM) near the transition region. To overcome this issue, FCS-MPC is proposed to use. In FCS-MPC, the switches are manipulated directly by the controller without the need of PWM. Thereby, avoiding the dead zone altogether. Simulations of the proposed FCS-MPC technique on the converter show that the dead zone has been successfully avoided. Moreover, simulations show that the FCS-MPC technique results in a significantly improved performance as compared to the classical control techniques in terms of response time, reference tracking, and overshoot.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128580945","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}
引用次数: 1
Techno-Economic Comparison of Desulfurization Method for Existing Coal-Fired Power Plants: An Indonesian Case Study 现有燃煤电厂脱硫方法的技术经济比较:以印尼为例
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988975
Zakie Anugia, Muhammad Idris, Donny Mustika
{"title":"Techno-Economic Comparison of Desulfurization Method for Existing Coal-Fired Power Plants: An Indonesian Case Study","authors":"Zakie Anugia, Muhammad Idris, Donny Mustika","doi":"10.1109/ICT-PEP57242.2022.9988975","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988975","url":null,"abstract":"Coal-fired power plants (CFPPs) are recently one of the most significant greenhouse gas (GHG) emissions sources due to coal utilization. Extensive attention regarding environmental issues from GHG emissions has emerged, especially SO2 effluents from CFPPs, which cause a severe impact on the surrounding environment. Indonesian Government has addressed this environmental issue by establishing a stringent new emission limit regulation to decrease SO2 emission by 550 mg/Nm3for the existing CFPPs and 200 mg/Nm3for new CFPPs, from formerly only 750 mg/Nm3 for both conditions. Several methods were proposed to reduce the SO2 emission by installing a new Flue Gas Desulfurization (FGD) or switching mechanisms using low-sulfur coal. The technical and economic impact of using these two methods were analyzed to choose the least levelized cost of energy (LCOE) increase for the three existing CFPPs in Indonesia. From the analysis, the coal switching option provides a lower rise in LCOE than the FGD installation. However, the impact of low-sulfur coal utilization on boiler performance and carbon capture utilization storage (CCUS) utilization can be further investigated to reach Indonesian Net Zero Emission (NZE) target in 2060.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127544752","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}
引用次数: 0
The Impacts of Electric Vehicle Developments to the Java-Bali Interconnection System 电动汽车发展对爪哇-巴厘互联系统的影响
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988787
Herian Atma, A. S. Surya, M. Marbun
{"title":"The Impacts of Electric Vehicle Developments to the Java-Bali Interconnection System","authors":"Herian Atma, A. S. Surya, M. Marbun","doi":"10.1109/ICT-PEP57242.2022.9988787","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988787","url":null,"abstract":"The transition from internal combustion engine (ICE) vehicles to electric vehicles (EV) is currently a major trend worldwide. This revolutionary change in the transport sector could give impacts to the other sectors, including the power sector. Under some circumstances, the EV development could bring some benefits to the electricity grid. The aim of this study is to investigate the impacts of the additional demand from the EV charging to the Java-Bali system, which is projected to have an oversupply situation in 2025. Two scenarios were developed and simulated: with and without EV demand. The results suggest that the addition of EV helps moderating the effects of oversupply in three aspects: improvement in the thermal asset utilization rates, lower system cost, and reduction in CO2 emission intensity.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116537313","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}
引用次数: 0
A Concept for Overhead Transmission Line Performance Evaluation toward Lightning Strikes 雷击下架空输电线路性能评估的概念
2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP) Pub Date : 2022-10-18 DOI: 10.1109/ICT-PEP57242.2022.9988774
B. Harsono, P. Pramana, Sriyono
{"title":"A Concept for Overhead Transmission Line Performance Evaluation toward Lightning Strikes","authors":"B. Harsono, P. Pramana, Sriyono","doi":"10.1109/ICT-PEP57242.2022.9988774","DOIUrl":"https://doi.org/10.1109/ICT-PEP57242.2022.9988774","url":null,"abstract":"According to the historical data, most overhead transmission line (OHL) fault was caused by lightning strikes. However, the evaluation of OHL performance toward lightning strikes in PT PLN (Persero) was commonly performed by gathering the number of recorded faults without any value as a reference. This paper explains a concept for OHL performance evaluation toward lightning using the Total Outage Rate (TOR) method. TOR value was obtained by calculating the probability of flashover (shielding failure flashover/SFFOR and back flashover/BFOR) based on OHL design data and lightning data. According to the analysis, the evaluated 150 kV OHL historical fault was 3.26 fault/year/100 km which is lower than the calculated TOR (6.01 flashover/year/100 km). Therefore, this OHL doesn't need any improvement toward lightning performance (i.e., installing Transmission Line Arrester, unbalancing insulator). A brief framework of this evaluation method is presented as a reference for OHL sorting. The result of variation toward several parameters in OHL design showed that a higher value of tower footing resistance, a bigger shielding angle, and a lower value of the insulator's BIL give a higher TOR value.","PeriodicalId":163424,"journal":{"name":"2022 International Conference on Technology and Policy in Energy and Electric Power (ICT-PEP)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127722201","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}
引用次数: 0
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