Cristina Nichiforov, G. Stamatescu, Iulia Stamatescu, N. Arghira, I. Fagarasan, S. S. Iliescu
{"title":"Embedded On-line System for Electrical Energy Measurement and Forecasting in Buildings","authors":"Cristina Nichiforov, G. Stamatescu, Iulia Stamatescu, N. Arghira, I. Fagarasan, S. S. Iliescu","doi":"10.1109/IDAACS.2019.8924350","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924350","url":null,"abstract":"Fine grained measurement of electrical energy consumption in commercial buildings is essential for improved fault diagnosis and control with impact on the overall operation as well as user comfort. An open system architecture is presented for data collection, processing and communication of measured energy patterns at the local and aggregated level. The implementation is based on an embedded development board with current and voltage sensors, supported by open-source software and packages. Suitable user and programmatic interfaces allow reliable bidirectional connection to external automation equipment and information systems. such as the Building Management Systems (BMS). Recent advances in advanced algorithms for time series pre-processing and data-driven modelling allow good quality in situ predictions for the collected measurements. A relevant example consists of neural network based learning systems which are able to provide accurate hour-ahead and day-ahead predictions that contribute to reduction of peak demand with economic and environmental impact. Integration of such platforms in higher-level Cyber-Physical Energy Systems (CPES) is further discussed.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133032235","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}
V. Lytvynenko, N. Savina, M. Voronenko, N. Doroschuk, S. Smailova, O. Boskin, Tatyana Kravchenko
{"title":"Development, Validation and Testing of the Bayesian Network of Educational Institutions Financing","authors":"V. Lytvynenko, N. Savina, M. Voronenko, N. Doroschuk, S. Smailova, O. Boskin, Tatyana Kravchenko","doi":"10.1109/IDAACS.2019.8924307","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924307","url":null,"abstract":"In this paper, we propose a methodology for using static Bayesian networks (BN) to simulate the processes of educational institutions financing and their impact on Gross Domestic Product (GDP). The methods for constructing the BN structure, their parametric learning, validation, sensitivity analysis and scenario analysis «What-if» are considered.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133037207","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}
R. Kochan, Orest Kochan, Bogdan Trembach, U. Kohut, S. Zawislak, P. Falat, K. Warwas
{"title":"Theoretical Error of Bearing Method in Artillery Sound Ranging","authors":"R. Kochan, Orest Kochan, Bogdan Trembach, U. Kohut, S. Zawislak, P. Falat, K. Warwas","doi":"10.1109/IDAACS.2019.8924450","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924450","url":null,"abstract":"The goal of this paper is to investigate the theoretical error of bearing process implemented in the artillery sound ranging, adopted by the Armed Forces of Ukraine. The formal mathematical model which describes the dependence of this theoretical error is deduced on the basis of the analysis the geometry model of sound ranging process. The analysis of this mathematical model allows computing the minimum distance to target for all angles of bearing, which provides efficient implementation of sound metric stations, namely domination of instrumental error of these sound metric stations over the evaluated theoretical error.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123871617","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}
{"title":"ENISA Documents in Cybersecurity Assurance for Industry 4.0: IIoT Threats and Attacks Scenarios","authors":"Vladimir V. Sklyar, V. Kharchenko","doi":"10.1109/IDAACS.2019.8924452","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924452","url":null,"abstract":"The paper is devoted to analysis of a set of the European Union Agency for Network and Information Security (ENISA) documents in area of IoT security. Industrial IoT (IIoT) characteristics are studied for differences between IIoT and IoT, IIoT asset taxonomy and IIoT security challenges. After that ENISA IoT/IIoT Security Framework has been formed on the base of semantic details of the six studied ENISA documents. Additional attention is paid to IIoT treats taxonomy and attacks scenarios.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128929755","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}
Oleksandr Osolinskyi, V. Kochan, A. Sachenko, Orest Kochan, Zbyshek Dombrovskyi
{"title":"ADC for Energy Measurement Systems of Microcontroller","authors":"Oleksandr Osolinskyi, V. Kochan, A. Sachenko, Orest Kochan, Zbyshek Dombrovskyi","doi":"10.1109/IDAACS.2019.8924462","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924462","url":null,"abstract":"This work describes the process of creating a system for measuring the average energy consumption of microcontrollers and microprocessors (hereinafter referred to as MC). The requirements for the structure and hardware of such systems as well as the requirements for the key component of the system - the dual slope ADC are considered in this paper. The features of the dual slope ADC is unknown duration of the first integration cycle as well as a low additive error.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116892002","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}
{"title":"Motion Detection of a Motorcycle Approaching from Behind Using Head and Torso Simulator","authors":"R. Shimoyama, Shunta Ishitsuka","doi":"10.1109/IDAACS.2019.8924319","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924319","url":null,"abstract":"In passive sensing such as human hearing, the direct-to-reverberant energy ratio (DRR) has been believed to be one of acoustical cues for estimating the distance to sound source. We examined the relation between fluctuation on frequency spectrum of interaural phase differences (IPDs) and long distance to motorcycle (to 30 meters) on the road. Short-term IPDs were utilized to estimate the distance to motorcycle using head and torso simulator, in which engine sound of motorcycle was passively detected. We describe motion detection of motorcycle approaching especially from behind by using head and torso simulator.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117086524","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}
H. Ukhina, V. Sytnikov, O. Streltsov, Pavel Stupen, Dmitrii Yakovlev
{"title":"Specialized Computer Systems Digital Bandpass Frequency-Dependent Components Rearrangement","authors":"H. Ukhina, V. Sytnikov, O. Streltsov, Pavel Stupen, Dmitrii Yakovlev","doi":"10.1109/IDAACS.2019.8924368","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924368","url":null,"abstract":"This study aimed onto investigation of the frequency-dependent component transfer function coefficients influence on the amplitude-frequency response. Equations are found allowing to determine definitely these coefficients at given cut-off frequencies. The carried out analysis provides a significant facilitation of rearrangement task.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"208 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116212627","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}
Marina Derkach, V. Lysak, I. Skarga-Bandurova, I. Kotsiuba
{"title":"Parking Guide Service for Large Urban Areas","authors":"Marina Derkach, V. Lysak, I. Skarga-Bandurova, I. Kotsiuba","doi":"10.1109/idaacs.2019.8924401","DOIUrl":"https://doi.org/10.1109/idaacs.2019.8924401","url":null,"abstract":"Parking in the city could be a challenging task, particularly in large urban areas. Parking guide service is developed to find and book parking facilities in the big cities. The application can search available parking facilities at the shortest distance from the current customer location, inform users about lot availability and has enhanced managing functionality. For accessible parking facilities a new, light searching algorithm is proposed. The app usage on the private parking lot enabled to optimize the occupancy of parking spaces by 19% and reduce the time needed to search for a vacant lot.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114430176","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}
Maawia, M. Rabiai, Shahid Khan, Hazrat Ali, S. N. K. Marwat, Muhammad Asim, C. Tanougast
{"title":"Miniaturized Off-Centered Fed Dipole Slot Antenna for Multiband Wireless Applications","authors":"Maawia, M. Rabiai, Shahid Khan, Hazrat Ali, S. N. K. Marwat, Muhammad Asim, C. Tanougast","doi":"10.1109/IDAACS.2019.8924440","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924440","url":null,"abstract":"In this work, an OFF-Centered fed dipole slot antenna with a reduced ground plane for multiband wireless communication is discussed. The proposed design works at GPS/Galileo (1.13- 1.32) GHz, LTE band 3 (1.6 – 1.88) GHz, LTE (2.60 – 3.0) GHz and WLAN (4.92 – 5.50) GHz for −10 dB reference value of the return loss (Reflection coefficient). The design has microstrip feedline followed by a quarter wave transformer. Slots were introduced in both the poles for size miniaturization and also to improve impedance bandwidth, gain and efficiencies. The antenna performance is evaluated in terms of impedance bandwidth, gain and radiation pattern. Moreover, introduction of the slots helps to get an additional resonance frequency. The design is fabricated, and results are measured for the fabricated design. Simulated results show close resemblance with measured results.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128066528","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}
Nazir Jan, Shahid Khan, Hazrat Ali, Djeldjli Djamaleddine, C. Tanougast
{"title":"Breast Cancer Detection and Classification based on Multilevel Wavelet Transformation","authors":"Nazir Jan, Shahid Khan, Hazrat Ali, Djeldjli Djamaleddine, C. Tanougast","doi":"10.1109/IDAACS.2019.8924453","DOIUrl":"https://doi.org/10.1109/IDAACS.2019.8924453","url":null,"abstract":"Breast cancer afflicts more than one million women in the world each year. It is the second leading cause of death in cancer patients globally. It is the second most prevailing cancer following lungs cancer. Wavelet transformation and wavelet mathematical functions have proved extremely useful for processing digital signals and digital images in last few decades. In this research, breast cancer digital mammograms are processed through wavelet transforms for extracting useful features which can then be used to train classifier. This work shows that processing digital mammograms with the aid of multilevel wavelet transformation yields much better performance and can help radiologists identify and classify breast cancer with better accuracy.","PeriodicalId":415006,"journal":{"name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127259961","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}