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2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)最新文献

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Fuzzy Decision-Making Methods in Transport Engineering 交通工程中的模糊决策方法
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512915
Malak Shatnawi, L. Pokorádi, Rajnai Zoltán
{"title":"Fuzzy Decision-Making Methods in Transport Engineering","authors":"Malak Shatnawi, L. Pokorádi, Rajnai Zoltán","doi":"10.1109/INES52918.2021.9512915","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512915","url":null,"abstract":"The purpose of this research is to explain fuzzy logic, specifically Fuzzy Transportation Problem FTP which is considered more appropriate for planning and decision making in transportation, since the primary strength of a fuzzy approach is that it is applicable to human knowledge and the deductive process fuzzy is perfect method in engineering public transportation research. Humans can manage complicated tasks under significant ambiguousness, this ambiguous information is represented through human linguistic terms and is used for decision making concerning urban planning, mobility and passengers satisfaction. The study also refers to the methods under fuzzy technology with safety technique for fuzzy modelling mobility during COVID-19 pandemic and presents a description of the public transportation system as part of the literature review to detect and improve the performance of mobility. Results show how the applied fuzzy approach can work as a powerful tool for the appraisal of the transport service.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129566781","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
Generalized Location-based Linear Model for Overhead Wires Network Planning for Battery-assisted Trolleybuses 基于广义位置的无轨电车架空线路规划线性模型
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512912
Dobroslav Grygar, M. Koháni
{"title":"Generalized Location-based Linear Model for Overhead Wires Network Planning for Battery-assisted Trolleybuses","authors":"Dobroslav Grygar, M. Koháni","doi":"10.1109/INES52918.2021.9512912","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512912","url":null,"abstract":"The deployment of battery-assisted trolleybuses is one of the ways to reduce emissions from public transport in cities. For the operation and charging of such vehicles, it is necessary to design a minimal network of overhead lines. The standard formulation of this problem requires to have a road network digraph and vehicle schedules available. It is assumed that overhead contact lines have not yet been built on road segments and it is possible to build such lines everywhere. However, there can be already built segments of overhead lines in many cities. Moreover, local conditions may cause the impossibility to build overhead contact lines on some road segments. Therefore, in this article, we will present a linear model of the problem that takes into account the mentioned requirements.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123452391","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
Computational Analysis of Relaxed Unscented Transformation in terms of necessary floating point operations 基于必要浮点运算的松弛Unscented变换的计算分析
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512926
József Kuti, P. Galambos
{"title":"Computational Analysis of Relaxed Unscented Transformation in terms of necessary floating point operations","authors":"József Kuti, P. Galambos","doi":"10.1109/INES52918.2021.9512926","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512926","url":null,"abstract":"The paper systematically compares the computational demand of the original and relaxed Unscented Transformation. By deriving the pseudocodes of the methods, the number of necessary floating-point operations is determined depending on the complexity of the considered dynamics. Based on the obtained formulas, the paper shows the computational benefits of the relaxed Unscented Transformation.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124126897","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
[Copyright notice] (版权)
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/ines52918.2021.9512894
{"title":"[Copyright notice]","authors":"","doi":"10.1109/ines52918.2021.9512894","DOIUrl":"https://doi.org/10.1109/ines52918.2021.9512894","url":null,"abstract":"","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115822995","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
Utilizing Cost-effective NB-IoT-based Sensors for Detecting Water Temperature and Flow 利用具有成本效益的基于nb - iot的传感器检测水温和流量
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512896
Petri Rantanen, Jarkko Mäkivaara, M. Saari, Pekka Sillberg, H. Jaakkola
{"title":"Utilizing Cost-effective NB-IoT-based Sensors for Detecting Water Temperature and Flow","authors":"Petri Rantanen, Jarkko Mäkivaara, M. Saari, Pekka Sillberg, H. Jaakkola","doi":"10.1109/INES52918.2021.9512896","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512896","url":null,"abstract":"Improperly turned off sink and shower faucets, leaking toilets, and faults in pipes can cause significant expenses in increased water bills, and cause even more serious problems if water finds its way inside building structures. Today, many kinds of sensor systems can be used to send data to the internet from a multitude of environments, and the collected data can be processed with algorithms to find anomalies. This paper presents a prototype for measuring ambient room temperature and water pipe temperatures. As an example case, this paper shows how the wireless temperature measurement prototype can be used to detect water flow within the pipes. The flow detection could be used, for example, for finding faults in water applications and devices. This papers describes the basic operating principle for the prototype, the initial findings, challenges and future directions, and introduces a technical solution for executing the prototype software within an NB-IoT module without the need to utilize a separate microcontroller or small computer.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125868055","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 ontology-based approach for preprocessing in machine learning 机器学习中基于本体的预处理方法
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512899
Patricia Centeno Soto, Nour Ramzy, Felix Ocker, B. Vogel‐Heuser
{"title":"An ontology-based approach for preprocessing in machine learning","authors":"Patricia Centeno Soto, Nour Ramzy, Felix Ocker, B. Vogel‐Heuser","doi":"10.1109/INES52918.2021.9512899","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512899","url":null,"abstract":"Increasing pressure on internationally operating companies leads to the application of novel technologies, e.g., Machine Learning models. However, Machine Learning algorithms require preprocessing, i.e., data cleaning, which is time consuming and requires domain-specific knowledge. Formalized knowledge bases capture such domain-specific knowledge in a computer-interpretable way and have the potential to reduce manual efforts for this process. This paper presents a framework for semantic preprocessing, which is evaluated at the example of an industrial use case from the semiconductor industry.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129963011","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
Higher Dimensional Insulin Sensitivity Prediction in Intensive Care 高维胰岛素敏感性预测在重症监护
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512911
B. Szabó, G. Chase, B. Benyó
{"title":"Higher Dimensional Insulin Sensitivity Prediction in Intensive Care","authors":"B. Szabó, G. Chase, B. Benyó","doi":"10.1109/INES52918.2021.9512911","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512911","url":null,"abstract":"Stress-induced hyperglycaemia is a frequent and serious issue in the intensive care causing elevated mortality rate. Insulin therapy is often applied in ICUs to normalize the patient’s blood glucose level. This treatment method is generally referred to as Tight Glycaemic Control (TGC).The most widely used TGC protocol is the STAR (Stochastic-TARgeted) protocol, which uses the patient’s insulin sensitivity (SI) as a key parameter to describe the patient’s actual state. STAR protocol uses the clinically validated ICING model to describe the human metabolic system and a stochastic model to predict the patient’s future SI values.In this paper, the evaluation of two new, artificial neural network based SI prediction methods is presented. The models were trained on a dataset collected during the STAR treatment. The models were evaluated by using a so-called in-silico validation, simulating the clinical interventions on virtual patients created from historical treatment data. The results proved that the new models could be applied in the SI prediction. The prediction accuracy was the same or even better in some aspects than the currently used model. The methods also support higher dimensional SI prediction, which is the field of recent research and resulted in improved personalized treatment based on the evaluation presented.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128918222","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
A Trajectory Control Method for a Strongly Underactuated Spherical Underwater Surveillance Robot 强欠驱动球形水下监视机器人的轨迹控制方法
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512931
I. Astrov, A. Udal, H. Mõlder
{"title":"A Trajectory Control Method for a Strongly Underactuated Spherical Underwater Surveillance Robot","authors":"I. Astrov, A. Udal, H. Mõlder","doi":"10.1109/INES52918.2021.9512931","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512931","url":null,"abstract":"The effective computer control of unmanned autonomous vehicles and robots is a task of rapidly growing importance in the present era of ubiquitous pervasive computing, IoT, and Industry 4.0. Paper discusses a nonlinear trajectory control method of a recently proposed spherical underwater surveillance robot (Autonomous Underwater Vehicle AUV) of 45 kg weight class with strongly underactuated control and highly nonlinear model of dynamics. Paper offers and simulates in Simulink/MATLAB environment a specially designed nonlinear controller that is capable to assure reliable movement of this AUV in two-dimensional space towards desired target as well motion at desired heading angle. The proposed controller is easy for engineering implementation. It is concluded that this type of surveillance robots may be used for monitoring of water areas of Smart City ports.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129009016","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
Energy security in the context of sustainability at global and domestic level 全球和国内可持续发展背景下的能源安全
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512907
Ferenc E. Molnar
{"title":"Energy security in the context of sustainability at global and domestic level","authors":"Ferenc E. Molnar","doi":"10.1109/INES52918.2021.9512907","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512907","url":null,"abstract":"Since the beginning, human societies have utilised energy in various forms. The utilization of energy in increasingly diversified forms draws attention to the development of today's societies and the economy. The comfort and security that urbanisation provides are becoming increasingly important to the world's ever-growing population. We are looking for a solution to the issue of how our rising energy consumption will impact our living environment and, in the long term, how we can secure the living conditions of future generations in a sustainable way.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134411876","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 minimalistic toolbox for extracting features from sport activity files 一个极简的工具箱，用于从体育活动文件中提取功能
2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES) Pub Date : 2021-07-07 DOI: 10.1109/INES52918.2021.9512927
Luka Lukač, Alen Rajšp, Iztok Fister, Luka Pecnik, D. Fister
{"title":"A minimalistic toolbox for extracting features from sport activity files","authors":"Luka Lukač, Alen Rajšp, Iztok Fister, Luka Pecnik, D. Fister","doi":"10.1109/INES52918.2021.9512927","DOIUrl":"https://doi.org/10.1109/INES52918.2021.9512927","url":null,"abstract":"Nowadays, professional, as well as, amateur athletes are monitoring their sport activities/training using modern sport trackers. These devices allow athletes to capture many indicators of sport training, e.g. location of training, duration of training, distance of training, consumption of calories. Until recently, not enough devotion was given to those indicators that are not visible directly, but can be obtained as the result of extensive data analysis, e.g. information extracted from topographic maps, weather conditions, and interval data. In line with this, the present paper is dedicated to describing the new toolbox for extracting features hidden in sports activity files. The results of the extraction serve as entry points for deep data analysis, that allows us to build intelligent systems for training support.","PeriodicalId":427652,"journal":{"name":"2021 IEEE 25th International Conference on Intelligent Engineering Systems (INES)","volume":"298 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132185580","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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