2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)最新文献

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A Circular Shaped Microstrip Line Fed Miniaturized Patch Antenna for 5G Applications 一种用于5G应用的圆形微带线馈小型化贴片天线
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350513
Md. Ashik Jiddney, Md. Zulfiker Mahmud, Mahbubur Rahman, L. Paul, M. Tariqul Islam
{"title":"A Circular Shaped Microstrip Line Fed Miniaturized Patch Antenna for 5G Applications","authors":"Md. Ashik Jiddney, Md. Zulfiker Mahmud, Mahbubur Rahman, L. Paul, M. Tariqul Islam","doi":"10.1109/STI50764.2020.9350513","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350513","url":null,"abstract":"In this work, a circular shaped microstrip line fed miniaturized patch antenna is presented for high speed fifth generation (5G) communication applications. The antenna prototype is designed and analyzed by using CST studio suite 3D electromagnetic (EM) simulation software. The prototype is made by the low cost commercially available substrate material named flame resistant four (FR4) having the dielectric-constant of 4.3. The optimized dimension of the proposed antenna is of 18 × 17 × 1.605 mm3. The projected antenna has circular shaped patch, partial ground plane and line stripe microstrip fed line. The designed antenna covers the higher 5G frequency band ranging from 24 GHz to 31 GHz under the -10 dB scale. The obtained efficiency is around 60 percent and maximum gain of 5 dB is achieved. The designed antenna is proposed as a candidate for higher 5G applications.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126953198","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: 8
Investigation of PV Modules Electrical Characteristics for Laboratory Experiments using Halogen Solar Simulator 卤素太阳模拟器实验室实验用光伏组件电特性研究
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350496
Ahmed Al Mansur, Md. Imamul Islam, Mohammad Asif ul Haq, M. H. Maruf, ASM Shihavuddin, M. R. Amin
{"title":"Investigation of PV Modules Electrical Characteristics for Laboratory Experiments using Halogen Solar Simulator","authors":"Ahmed Al Mansur, Md. Imamul Islam, Mohammad Asif ul Haq, M. H. Maruf, ASM Shihavuddin, M. R. Amin","doi":"10.1109/STI50764.2020.9350496","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350496","url":null,"abstract":"The electrical characteristics of the photovoltaic (PV) module degrades due to several factors such as non-uniform aging, high atmospheric temperature, insufficient sun lights, shading, dust, soiling, cell damage, etc. In order to investigate the electrical performance of PV modules at such conditions, indoor solar simulators are commonly used for experimental research. In this work, a solar simulator is developed for a university lab to test the electrical characteristics of PV modules and array for low-cost experimental purposes. A microcontroller-based current-voltage (I-V) tracer with a real-time data logger system is used to maintain the reliability of the measuring system. The experimental investigation of the halogen-based solar simulator is carried out using both polycrystalline and monocrystalline PV panels of different power ratings. A prototype (5×8) PV array with 40 PV cells is tested by the solar simulator at a different level of irradiance. The experimental result shows that the average measurement error is ±0.022% which is within the acceptable range of a commercial simulator.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130199361","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: 7
Comparative Analysis, Simulation and Optimization of Current Density-Voltage Characteristics of CIGS and CZTS Thin Film Solar Cells CIGS与CZTS薄膜太阳能电池电流密度电压特性的比较分析、仿真与优化
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350503
Naznin Sultana Tuhin, S. Akhter, Israth Sultana, Md. Zamil Sultan
{"title":"Comparative Analysis, Simulation and Optimization of Current Density-Voltage Characteristics of CIGS and CZTS Thin Film Solar Cells","authors":"Naznin Sultana Tuhin, S. Akhter, Israth Sultana, Md. Zamil Sultan","doi":"10.1109/STI50764.2020.9350503","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350503","url":null,"abstract":"This work focuses on the comparison, characterization and optimization of the current density (J) versus voltage (V) characteristics of CIGS and CZTS based thin film solar cells by using an analytical model. The model explains how the variation of parameters such as electron lifetime, hole lifetime and buffer layer material affect the J-V characteristic of CIGS and CZTS thin film solar cells. Simulation results show that the CIGS thin film solar cell gives more current density compared to CZTS thin film solar cell and ZnO material is more efficient than CdS material as a buffer layer for both CIGS and CZTS thin film solar cells. This method proposed in this research work would be very helpful to develop CIGS and CZTS based high efficiency thin film solar cells for the next generation optoelectronics applications.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120924183","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
An Effective Approach of Evaluating Cognitive Weight and Equivalent Distribution of Programming Problems 一种评估规划问题认知权重和等效分布的有效方法
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350515
Golam Md. Muradul Bashir, Muhammad Muhtasim, Monsur Ahmed
{"title":"An Effective Approach of Evaluating Cognitive Weight and Equivalent Distribution of Programming Problems","authors":"Golam Md. Muradul Bashir, Muhammad Muhtasim, Monsur Ahmed","doi":"10.1109/STI50764.2020.9350515","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350515","url":null,"abstract":"Equal distribution of programming problems among the students is so significant during the examination within limited times. But how could we determine that how student feels about whether a given program is either easy or difficult? So Complexity measurement according to their brain thinking capability is necessary. In this article, we have improved the approach of complexity measurement procedure that gives us more accurate value of cognitive weight which contract the constraints of existing measures. The idea of cognitive weight of any basic control structure is ethically based on the logical capacity of the human brain. As per our cognitive data gathering from various level of students, we have built up a new software tool using Java Standard Edition and MySQL for equivalent distribution of programming problems dependent on our developed algorithm. The problems is categorized according to three difficulty level (simple, medium, hard) for each level of students. This will help instructor allocate problems while maintaining an equivalent level of problems for students.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121463907","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
Bangla Documents Classification using Transformer Based Deep Learning Models 基于Transformer的深度学习模型的孟加拉语文档分类
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350394
Md. Mahbubur Rahman, Md. Aktaruzzaman Pramanik, Rifat Sadik, Monikrishna Roy, Partha Chakraborty
{"title":"Bangla Documents Classification using Transformer Based Deep Learning Models","authors":"Md. Mahbubur Rahman, Md. Aktaruzzaman Pramanik, Rifat Sadik, Monikrishna Roy, Partha Chakraborty","doi":"10.1109/STI50764.2020.9350394","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350394","url":null,"abstract":"Document classification or categorization assign documents to a predefined domain category. The improvement of document classification techniques has been noticeable worldwide recently. Many transformer-based models have been introduced for different languages, which shows significant improvement in this area of Natural Language Processing. In this paper, we have classified Bangla text documents with the most recent transformer or attention mechanism-based models. We have applied the BERT (Bidirectional Encoder Representations from Transformers) and ELECTRA (Efficiently Learning an Encoder that Classifies Token Replacements Accurately) model for Bangla text classification. Both of them are pre-training text encoders and we have applied fine-tuning approach for the downstream(classification) task. Here, we have used three different Bangla text datasets for our experiment. Both of the models provide outstanding performance for two out of three datasets we have used.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131407389","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: 15
FRIQ 1.0: A Guided Quadcopter to Inject Retardant Fluid or Gas Aerially into the Fire Affected Zone FRIQ 1.0:一种引导四轴飞行器,可向火灾影响区空中注入阻燃流体或气体
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350471
Meer Shadman Shafkat Tanjim, Shoyeb Ahammad Rafi, Sourav Barua, Ashrafun Nushra Oishi, Md. Imran Hossain
{"title":"FRIQ 1.0: A Guided Quadcopter to Inject Retardant Fluid or Gas Aerially into the Fire Affected Zone","authors":"Meer Shadman Shafkat Tanjim, Shoyeb Ahammad Rafi, Sourav Barua, Ashrafun Nushra Oishi, Md. Imran Hossain","doi":"10.1109/STI50764.2020.9350471","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350471","url":null,"abstract":"Fire-hazardous place for high or multi-storied building, may cause severe harm between the time of rescuing and the fire extinguishing process of fire-extinguishing team. If any guided fire extinguishing quadcopter or multi-copter can be deployed on that hazardous place, then huge portion of the area would be saved from sudden fire attack on the building. In this paper, a guided quadcopter (named as FRIQ) has been designed to inject liquid or gas fire-retardant into the building floor from outside of the building. This action will be done in perpendicular to the building-wall by this quadcopter. Besides, the gas from recent miniature fire-extinguishing gas-cylinder, can also be injected by this quadcopter on the floor side. Thus, the extinguishing process will be fast enough also. In real-life, deploying multiple quadcopters of this category, will subdue the fire hazard of any building or area. To be specified that, if the fire hazardous building is congested from every side of the building, FRIQ has to go through the roof side stairs or from entry side stairs. It is to be hoped highly that this concept of the quadcopter application will be a great help for human kind to extinguish the fire hazard quickly.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"79 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124833967","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: 2
Detection of Objects from Noisy Images 噪声图像中物体的检测
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350521
Al-Akhir Nayan, Joyeta Saha, Khan Raqib Mahmud, Abul Kalam al Azad, Muhammad Golam Kibria
{"title":"Detection of Objects from Noisy Images","authors":"Al-Akhir Nayan, Joyeta Saha, Khan Raqib Mahmud, Abul Kalam al Azad, Muhammad Golam Kibria","doi":"10.1109/STI50764.2020.9350521","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350521","url":null,"abstract":"Image noise is a prevalent issue often created by inadequate lighting, cameras of low quality, compression of images and other factors. While low image quality is anticipated to degrade visual identification outcomes, most present object recognition techniques and benchmarks, such as Pascal Visual Object Classes Challenge and Microsoft Common Objects in Context Challenge, concentrate on images of comparatively high quality. Meanwhile, the identification of objects in noisy images in surveillance and other fields is a prevalent issue. In this paper we discuss the detection of objects in noisy images and suggest a new low-cost technique to detect image objects from noisy images. Receiving the benefits of the Single Shot MultiBox Detector (SSD), we have presented an extensive experimental assessment with conventional detectors retrained on noisy images. Results are provided for the prevalent benchmark for object detection Pascal Visual Object Classes. Comparing with other image detection approaches, our technique has provided satisfactory performance at the time of detecting image objects from noisy images. The method can be very effective to the autonomous industries to resolve the object detection related difficulties created by insufficient lighting and lower regulation pictures.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128009008","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
One-Step Gel Formation Method for the Synthesis of NiO-MnXOY Mixed Oxide Nanomaterials as a Prospective Supercapacitor Material 一步凝胶法合成镍- mnxoy混合氧化物纳米材料作为一种潜在的超级电容器材料
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350497
Y. A. Tarek, A. H. Reaz, R. Shakil, Hridoy Roy, R. A. Jahan, C. Roy, S. H. Firoz
{"title":"One-Step Gel Formation Method for the Synthesis of NiO-MnXOY Mixed Oxide Nanomaterials as a Prospective Supercapacitor Material","authors":"Y. A. Tarek, A. H. Reaz, R. Shakil, Hridoy Roy, R. A. Jahan, C. Roy, S. H. Firoz","doi":"10.1109/STI50764.2020.9350497","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350497","url":null,"abstract":"Composites of transition metal oxides are very well known for their excellent electrochemical performance. Herein, we have reported the preparation of a nano-architectured mixed metal oxide of NiO-MnXOY by using simple gel formation method towards high-performance electrochemical supercapacitor. The surface morphology of the mixed oxides was investigated by scanning electron microscope (SEM) and was found to be in nano-dimension with capsule shape. The X-ray diffraction (XRD) pattern demonstrated the highly crystalline structure of the mixed oxides. The quasi-rectangular CV curves of NiO-MnXOY in between (-0.4 to + 0.3 V) indicated almost ideal double-layer capacitive properties of the prepared material. However, the slightly distorted symmetrical triangular GCD confirmed the contribution of both electric double layer capacitance (EDLC), and pseudo capacitance over the total capacitance. The total specific capacitance of NiO-MnXOY was found to be 450 Fg-1 at a current density of 0.5 Ag-1 in 0.5 M Na2SO4 aqueous electrolyte. A small half semicircle arcs at the high frequency region of Nyquist plot indicated the low charge transfer resistance of NiO-MnXOY oxide at the electrode and electrolyte interfaces which facilitated the large ionic charge storage capacity of the electrode material. The excellent capacitance performance of the as prepared material demonstrated the suitability of the material for the application in practical supercapacitors.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127067351","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
Function Optimization using Evolutionary Game Theory Algorithm 基于进化博弈论算法的函数优化
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350407
Safial Islam Ayon, Abu Saleh Bin Shahadat, Most. Rokeya Khatun
{"title":"Function Optimization using Evolutionary Game Theory Algorithm","authors":"Safial Islam Ayon, Abu Saleh Bin Shahadat, Most. Rokeya Khatun","doi":"10.1109/STI50764.2020.9350407","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350407","url":null,"abstract":"There are many models that can be used to make intelligent behaviors in solving complex problems. Game theory is one of them and can be used efficiently in decision making. In this paper, we study an evolutionary game theory algorithm (EGTA) and tested the algorithm in optimization function. It works with a set of players (i.e., solutions) and used an expected payoff mechanism. The payoff estimation mechanism makes a player being able to make a decision rationally. On the other hand, it generates new offspring using the imitation operator and belief-learning operator. The imitation operator tries to learn from other player’s strategies; one player updates its quality by strategically learning from another better player. Belief learning is a strategy where a player tries to improve its chromosome/solution by estimation and analyze previous information. The algorithm has been tested in solving several benchmark function optimization problems and compared with the other four methods. The game theory-based algorithm outperformed other algorithms on accuracy and stability.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131395775","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
Industrial Plant Environment Surveillance and Safety Assurance System Based on IoT 基于物联网的工业厂房环境监测与安全保障系统
2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) Pub Date : 2020-12-19 DOI: 10.1109/STI50764.2020.9350465
Mobasshir Mahbub, Md. Abdur Rouf, M. Saym
{"title":"Industrial Plant Environment Surveillance and Safety Assurance System Based on IoT","authors":"Mobasshir Mahbub, Md. Abdur Rouf, M. Saym","doi":"10.1109/STI50764.2020.9350465","DOIUrl":"https://doi.org/10.1109/STI50764.2020.9350465","url":null,"abstract":"Most of the accidents like blasts, fire-breakouts in industries occur due to the industrial high temperature and toxic gas leaks. This does significant harm to the machinery, human life, and the environment. At the moment, the people are using traditional the gas-leak detectors which only generate on-site alarms. So, this project proposes industrial environment surveillance and a safety assurance system through which the real-time monitoring of the industrial environment is possible through a cloud storage server (such as Google Drive) and the system is also capable to send the warning to the client or person assigned for supervision through SMS. This low-cost project includes Arduino Mega R3 as an MCU (Microcontroller Unit), DHT11 sensor for temperature and humidity sensing; MQ2, MQ7, and MQ135 gas sensors, ESP-8266 as a WLAN communication module to connect the system with the cloud and GSM module to send SMS depending on the pre-defined threshold to the specified person.","PeriodicalId":242439,"journal":{"name":"2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128132905","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: 2
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