Advanced Technologies, Systems, and Applications VI

Name: Advanced Technologies, Systems, and Applications VI | Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT) 2021
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Proceedings of the International Symposium on Innovative and Interdisciplinary Applications of Advanced Technologies (IAT) 2021

Naida Ademovic Edin Mujcic Zlatan Aksamija Jasmin Kevric Samir Avdakovic Ismar Volic(Editor)

Springer (Publisher)

Published on 16. November 2021

XV, 801 pages

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978-3-030-90055-7 (ISBN)

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Content

Intro
Preface
Contents
Information and Communication Technologies
MATLAB Simulation of IEEE 802.11p Technology on High User's Mobility
1 Introduction
2 Phy IEEE 802.11 a and IEEE 802.11 p
2.1 Flow and Delay Limit
3 Resultats and Discussion
3.1 Fading in v2v Channel
3.2 Doppler Shift in IEEE802.11p
4 Conclusion
References
Exploring Customers' Behavior - Analysing Customer Data, Customer Segmentation and Predicting Customers' Behavior on Black Friday
1 Introduction
2 Literature Review
3 Materials and Methods
3.1 Dataset Description
3.2 Customer Segmentation using Clustering
3.3 Prediction of Customers' Purchase Value Using ML Models
4 Results
4.1 Data Analysis Findings
4.2 Divisions of Black Friday Customers
4.3 Purchase Value Prediction
5 Discussion
6 Conclusion
References
Dental Clinic in the e-Health Cloud: A Prototype of the SaaS Platform
1 Introduction
2 Industry 4.0 and SaaS e-Health Services in the Technologically Advanced Countries of the World
3 Prototype and Technical Solutions
4 Solution Architecture
5 UI Prototype
6 Conclusion
References
Application of UML in Designing Beekeeping Production and Sales, Using Visual Paradigm and Other IT Tools
1 Introduction
2 System Specifications
3 Prototype of UI
3.1 User Requirements
4 Functional Requirements
4.1 Beekeeping
4.2 Management of Beehives/Society of Bees
4.3 Entering Hives
4.4 View the Hive List
4.5 Review Log
4.6 Add a Preview
4.7 Routine Examination
4.8 Feeding
4.9 Treatments
4.10 Save Reviews and View Reviews
4.11 Inventory Management
4.12 Product Sales
5 Conclusion
References
Digital Workplace Transformation: Small Scale Literature Review and Study of Managers in Bosnia and Herzegovina
1 Introduction
2 Basic Terminology in Literature
3 Research Methodology
4 Research Results
5 Research Limitations
6 Conclusion and Recommendation
References
Analysis of Blood and Urine Findings Using the Fuzzy System
1 Introduction
2 Creating Fuzzy System for Analysis of Blood and Urine Findings
2.1 Fuzzy Blood Analysis System
2.2 Fuzzy System for Lipid Status Analysis Based on Blood Findings
2.3 Fuzzy System for Analysis of Urinary System Findings
2.4 Fuzzy System for Analysis of General Liver Function Based on Blood Findings
3 Defining Rules and a Graphical Interface
3.1 Defining Rules and a Graphical Interface for the Fuzzy System to Analyze Blood Findings
3.2 Defining Rules and a Graphical Interface for the Fuzzy System to Analysis of Lipid Status Based on Blood Findings
3.3 Defining Rules and a Graphical Interface for the Fuzzy System to Analysis Urine Findings
3.4 Defining Rules and a Graphical Interface for the Fuzzy System to Analysis of General Liver Function Based on Blood Findings
4 Experimental Work Analysis for Analysis of Blood and Urine Findings Using a Fuzzy System
5 Conclusion
References
The Smart Security Alarm System for Vehicles
1 Introduction
2 The Design and Implementation of the Smart Security Alarm System for Vehicle
3 The Experimental Work Analysis of the Security Alarm System for Vehicle
4 Conclusion
References
Advanced Electrical Power Systems
Correlation of Day-Ahead Electric Energy Market Price with Renewable Energy Sources Generation and Load Forecast
1 Introduction
2 Introduction
2.1 RES Generation Variability
2.2 RES Generation Forecast Error
3 RES Impact on the Day-Ahead Market Price
4 Conclusion
References
Smart Meter Based Non-intrusive Load Disaggregation and Load Monitoring
1 Introduction
2 Theoretical Background
2.1 Smart Meters and Advanced Metering Infrastructure
2.2 Non-intrusive Load Disaggregation and Load Monitoring
3 Methodology
4 Results and Discussion
5 Conclusion
References
Comparison of Different Maximum Power Point Tracking Algorithms
1 Introduction
2 Literature Overview
3 Mathematical Model
3.1 Open Circuit Voltage, Short Circuit Current and Maximum Power Point
4 Development of the Proposed Algorithms
4.1 Perturb & Observe
4.2 Incremental Conductance
4.3 Hill Climbing Algorithms
4.4 Fractional Open Circuit Voltage
4.5 Fractional Short Circuit Current
4.6 Fuzzy Logic Controller
4.7 Hybrid Methods
5 Results and Discussion
6 Simulation Results
7 Conclusion
References
Secondary Arc Extinguishing During a Single-Phase Fault at the Long High Voltage Overhead Lines - Case Study of a Real Power Network
1 Introduction
2 Literature Review
3 Analyzed HV Transmission Network and Problem Formulation
3.1 Problem Formulation
4 Methodology
4.1 Secondary Arc Model
4.2 Shunt Reactors and NGR Model
5 Results and Discussion
6 Conclusions
References
Analysis and Control of DG Influence on Voltage Profile in Real Low-Voltage Distribution Network Using Variable Power Factor
1 Introduction
2 Literature Review
3 Problem Definition
4 Results and Discussion and Future Work
4.1 Test Network Modelling
4.2 Base Case Scenario
4.3 Unity Power Factor Operation of DG
4.4 Leading Power Factor Operation vs Voltage Tolerance Limits
4.5 Future Work
5 Conclusion
References
Computer Science
Traffic Flow Influence on the Bitumen Distortion Through the Back Propagation Algorithm Based on the Real on Road Formed Dataset Parameters
1 Introduction
2 Literature Review
3 Methodology
4 Results
5 Discussion
6 Conclusion
References
Modern ABI Platforms for Healthcare Data Processing
1 Introduction
2 Background
3 BI Architecture and Technologies
3.1 ETL Process
3.2 ETL Tools
4 Adoption of BI Solutions in the Healthcare Sector
4.1 Business Model of Modern Healthcare Organizations
4.2 Current Trends in Healthcare Organizations
4.3 Selected ABI Healthcare Platforms
4.4 Applying the Adopted Criteria on the Selected ABI Platforms
5 Discussion and Conclusion
6 Limitations and Future Research Direction
References
Covid-19 Twitter Data Analysis Using Natural Language Processing
1 Introduction
2 Literature Review
2.1 Related Works
2.2 Natural Language Processing
2.3 Text Analysis
2.4 Classification
3 Methodology
3.1 Data
3.2 Language Detection and Translation
3.3 Data Preprocessing
3.4 Word Tokenization
3.5 Stemming and Stopwords
3.6 Sentiment Analysis
3.7 Classification
4 Results
5 Conclusion
References
Comparison of Semantic Role Labeling Tools on Previously Unseen Hand Annotated Texts
1 Introduction
2 Lexical Resources
3 Automatic Semantic Language Annotation
3.1 Performance of Existing Tools by Standard CoNLL Benchmark Tests
4 Evaluation on Hand Annotated Texts
5 Conclusion
References
Comparison of Feature Extraction Methods for Heart Disease Classification
1 Introduction
2 Literature Review
3 Materials and Methods
3.1 Data Collection and Analysis
3.2 Feature Extraction Methods
3.3 Classification Methods
4 Results and Discussions
4.1 Results
4.2 Discussions
5 Conclusions
References
Influences of Puzzle Videogames on Logical Reasoning
1 Introduction
2 Theoretical Background
2.1 Puzzle Videogames
2.2 Logical Reasoning as an Activity of the Brain
2.3 Analytical Hierarchy Process
3 Methodology
3.1 Questionnaire About Puzzle Videogames
3.2 Calculation Using the Method of Analytical Hierarchy Process
4 Results and Discussion
5 Conclusion
References
Development of 3D Serious Game: Colorful Classroom to Effectively Teach Children Colors Letters and Numbers
1 Introduction
2 Related Work
3 Materials and Methods
3.1 Game Design
3.2 Game Logic
3.3 Associative Learning Approach
4 Results and Discussion
5 Conclusion
References
Reliable Book Recommender System: An Evaluation and Comparison of Collaborative Filtering Algorithms
1 Introduction
2 Literature Review
3 Materials and Methods
3.1 Dataset Overview
3.2 Data Cleaning and Preprocessing
3.3 Collaborative Filtering Techniques
3.4 Recommender Algorithms
4 Model Optimization and Evaluation
4.1 Initial Model Evaluation
4.2 Grid Search and Parameter Tuning
5 Experimental Results
5.1 Test Set Evaluation
5.2 Generating Top-N Recommendations
6 Discussion
7 Conclusion
References
Bidirectional LSTM Networks for Abstractive Text Summarization
1 Introduction
1.1 Text Summarization
1.2 Types of Text Summarization
1.3 Seq2Seq Modeling
2 Literature Review
3 Materials and Methods
3.1 Dataset Overview and Statistical Analysis
3.2 Data Preprocessing
3.3 Word Tokenization
4 Model Building
4.1 Training Phase
4.2 Inference Phase
4.3 Attention Mechanism
4.4 Model Overview
5 Results and Discussion
5.1 Experimental Results
5.2 Scoring the Model
6 Conclusion
References
Mechanical Engineering
Thermal Characterization of Straw-Based Panels Made Out of Straw and Natural Binders
1 Introduction
2 Materials and Methods
2.1 Samples
2.2 Thermal Conductivity
3 Results and Discussion
4 Conclusion
References
Influence of Fan Duty Point on the Performance of Mechanical Draught Wet Cooling Towers
1 Introduction
2 Objective and Methodology
3 Results of Measurements and Determination of Actual Fan Duty Point
4 Influence of Shifted Fan Duty Point on Tower Performance
5 Conclusions
References
Application of MEMS Accelerometers in Measuring Vertical Oscillations in Motor Vehicles
1 Introduction
2 Description of the Experimental Method of Oscillations Measurement
3 Analysis of the Recorded Results
4 Conclusion
References
Oscillatory Behaviour of Bubbles
1 Introduction
2 Experimental Setup and Measurement Techniques
3 Results and Discussion
4 Conclusion
References
Using Hydraulic Model Tests for Water Intake Structure Redesign of Hydro Power Plant
1 Introduction
2 Reconstruction Project of the HPP Una Kostela
3 Hydraulic Model Tests of Water Intake Structure
4 Conclusion
References
Experimental Analysis and Mathematical Modeling of Deformation for a Frame of a Machine for Sheet Metal Design Manufacturing Process
1 Introduction
1.1 Cold Forming Process with Rollers
1.2 Literature Review
2 Experimental Research and Analysis of the Cold Design Production Line
2.1 Display of Cold Forming Production Line
2.2 Influence Parameters on Deformations of the Workpiece Frame
2.3 Materials Used in the Experiment
2.4 Measuring Devices and Data Transmission
2.5 Experiment and Results Analysis
3 Mathematical Model Modeling
3.1 Mathematical Model
3.2 Selecting a Starting Model
3.3 Comparison of Experimental and Modeled Values
3.4 Analysis of the Frame Deformations Obtained Values
3.5 Application in Practice
4 Conclusion
References
Kinetics of Internal Stresses of Water Varnishes
1 Introduction
2 Methodology for Testing the Kinetics of Internal Stresses
2.1 Testing of Decorative Protective Covers - Films
2.2 Measurement of Dry Film Thickness
2.3 Console Deflection Measurement Method
2.4 Console Deflection Measurement Method
2.5 Measuring the Deflection of the Console During Forced Drying
3 Results
3.1 Viscosity
3.2 Conditional Viscosity
3.3 Absolute Viscosity
3.4 Dry Matter Content
3.5 The Amount of Application of Liquid Material
3.6 Manual Varnish Application (Airless Dispersion)
3.7 Internal Stresses of Water-Based Varnish
References
Civil Engineering
The Impact of Pandemic on the Survival of Construction Industry: A Case of COVID-19 in Bosnia and Herzegovina
1 Introduction
2 Literature Review
3 Methodology
4 Results and Discussion
5 Conclusion
References
Environmental Impact of Different Types of Intersections in Urban Areas
1 Introduction
2 Traffic Flow Microsimulation
3 Evaluation of Traffic Emissions
4 Discussion and Conclusion
References
Energy Efficient Building in Bosnia and Herzegovina
1 Introduction
2 Energy efficient construction
2.1 Types of Energy Efficient Houses
2.2 Energy Efficient Construction - The Need for Energy and U-Values
2.3 Profitability of Increased Construction Costs
2.4 KfW Promotional Programs for Energy Efficiency in Buildings - Main Elements and Success Factors
3 Energy Efficient Building in Bosnia and Herzegovina
3.1 Analysis of the Current Situation in Sarajevo Canton from the Point of View of Energy Efficiency in the Building Sector
3.2 The First Passive House in BiH Was Built on Kovaci
3.3 Manufacturers of Low-Energy Houses in BiH
3.4 The Most Important Institutions for Supporting and Financializing Sustainable Development and Energy Efficiency in BiH
3.5 Special Purpose Loans - Energy Efficiency
4 Conclusion
References
Factors Affecting the Process of Decision-Making at Construction Site
Case Study of Bosnia and Herzegovina
1 Introduction
2 Methodological Approach
3 Results and Discussion
4 Conclusion
References
Quality in Construction Project Management Process
1 Introduction
2 Overview of Literature
3 Research Methodology
4 Results
5 Discussion and Conclusion
References
Seismic Vulnerability Analysis in Urban and Rural Regions of Visoko, BIH
1 Introduction
2 Typological and Structural Survey of the Built-Up Area
3 Vulnerability Assessment
4 Results
5 Conclusion
References
Assessment of Regional Analyses Methods for Spatial Interpolation of Flood Quantiles in the Basins of Bosnia and Herzegovina and Serbia
1 Introduction
2 Methodology
2.1 Study Area
2.2 Flood Frequency Analysis
2.3 Regionalization Methods
2.4 Flood Quantile Transfer Model
2.5 Assessment of Regionalization Methods Efficiency
3 Results and Discussion
3.1 Regionalization
3.2 Regression
3.3 Regionalization Efficiency
4 Conclusion
References
Research Financing Models for Construction of Underground Garages in Sarajevo
1 Introduction
2 Locations of Planned Underground Garages
3 Supply and Demand for Parking Spaces
4 Estimating of Investment and Operating Project Costs
4.1 Investment Costs
4.2 Operating Costs
4.3 Total Revenue from Parking Fees
5 Models of Project Financing
5.1 Project Financial Profitability
6 Conclusion
References
Test Operation of the MBR Pilot Plant for Leachate Treatment at the Sarajevo Sanitary Landfill
1 Introduction
2 Material and Methods
2.1 Task and Objectives of the Pilot Test
2.2 Brief Description of the MBR Pilot Plant
3 Performance and Results of the Pilot Test
3.1 COD Load and Inflow Characteristics
3.2 pH and Ammonia in the Biology
3.3 Nitrogen Elimination and External Carbon Source
3.4 Sludge Characteristic
4 Conclusions of the Pilot Test
4.1 Characteristic Values
4.2 Final Findings of the Pilot Test
References
Geodesy and Geoinformatics
GIS Application for the Promotion and Development of Ecotourism in Albanian's National Parks
1 Introduction
2 Study Area and Its Potential to Develop Ecotourism
3 Methodology and Sampling
4 Results and Discussion
5 Conclusion
References
Simultaneous Use of Terrestrial Laser Scanning and Close-Range Photogrammetry for Documentation of Cultural and Historical Heritage Monuments
1 Introduction
2 Basic Information About Stecci and the Processed Medieval Tombstone
3 Used Imaging Station and Digital Camera
4 Fieldwork and Data Processing
5 Analysis of the Results
6 Conclusion
References
Development of Levelling Staff Scale Calibration Method by Integrating a CCD Camera
1 Introduction
2 Levelling Staff Influences and Errors
3 First Linear Comparator at LMMT
4 Development of a New Calibration Method
5 Testing the System and the Method
6 Conclusions and Plans
References
Rapid Assessment of the Verticality of Structural Objects with a Circular Base
1 Introduction
2 Data and Methods
3 Results and Discussion
4 Conclusion
References
Physical, Geodetic Methods and Automatic Monitoring System
1 Introduction
2 Methods of Monitoring Displacement and Deformation
2.1 Physical Non-geodetic Methods
2.2 Geodetic Methods
3 Automatic Monitoring
3.1 GOCA
3.2 Leica GeoMoS
3.3 Trimble 4D Control
3.4 GIMS
3.5 Low-Cost Monitoring System
4 Implementation of the Monitoring System at the Salakovac Dam
5 Results and Discussion
6 Conclusion
References
Metre Convention Is a Root International System of Units
1 Introduction
2 A Brief History of Metrology
3 International Institution for Metrology
4 Redefinition of the International System of Units - SI
5 Conclusion
References
Accuracy Analysis of Third High Accuracy Leveling Measurements in Federation of B&H
1 Introduction
2 Third High Accuracy Leveling in Federation of B&H
3 Accuracy Assessment of Conducted Leveling Measurements
4 Accuracy Assessment of Double Measured Height Differences
5 Accuracy Assessment of Double Measured Leveling Lines
6 Accuracy Assessment of Leveling Loop Closures
7 Conclusion
References
Computer Modelling and Simulations for Engineering Applications
Numerical Analysis of Steady State and Transient Motion of a Vibro-Impact System with Non-ideal Excitation with a Nonlinear Spring
1 Introduction
2 Typological and Structural Survey of the Built-Up Area
3 Steady-State Motion Analysis
4 Transient Motion Analysis
5 Conclusions
References
Numerical Modeling of Forced Convection of Nanoionic Liquid [C4mpyrr] [NTf2] with Al2O3Particles
1 Introduction
2 Mathematical Model and Numerical Method
3 Numerical Modeling of Forced Convection of Nanoionic Liquid
4 Results and Discussion
5 Conclusion
References
Computational Prediction of Water Flow Rates Through a Simplified Tainter-Gate Model
1 Introduction
2 Problem Description
3 Method and Computational-Model Setup
4 Results
5 Conclusion
References
Interpolating Rotations with Non-abelian Kuramoto Model on the 3-Sphere
1 Introduction
2 Algorithm
3 Simulations
4 Conclusion
References
Structural Stress and Strain Analysis Using a 3D Scanner
1 Introduction
1.1 Digital Image Correlation
1.2 The Working Principle of DIC Devices
1.3 Software Simulations to Determine Stress and Strain
2 Test Problem Setup
3 Analytical Results for the Stress and Strain Tensor Components
4 Simulation Results Using Commercial Software
5 Measuring the Strain and the Displacement via the 3D Scanner
6 Results Analysis and Discussion
7 Conclusion
References
Design and Development of Compression and Torsion Springs Using CAD/CAE
1 Introduction
2 Paremetric 3D Modeling and FEM Analysis
3 Prototyping
4 Conclusion
References
Computation of the Fluid Flow Around Octahedral Bodies for a Wide Reynolds Number Range
1 Introduction
2 Problem Description
3 Method and Computational-Model Setup
4 Results
5 Conclusion
References
Using OOMMF to Study the Effect of Microstructure on Magnetic Hysteresis Loops
1 Introduction
2 Micromagnetic Calculations
3 OOMMF Calculations
4 Results and Discussion
5 Conclusion
References
Trends and Innovation in Geographic Information Systems
Envisioning Sarajevo as Pandemic-Resilient City: A Case Study on Public Spaces
1 Introduction
2 Health and Urban Planning
3 Epidemiological Characterization of the Space Related to the Case Study
4 Overview of Open Public Spaces - Case Study Sarajevo
5 Conclusion
References
Crowdsourcing Application in the Development of a Dynamic Noise Map
1 Introduction
2 Crowdsourcing
3 Crowdsourcing as a Basis for Cartographic Representations
4 Application of Crowdsourcing in the Creation of a Dynamic Noise Map in the Course Geovisualization
5 Conclusion
References
A Modern Base Map and 3D City Model Production - A Case Study "City of Sarajevo"
1 Introduction
2 Input Data and Documentation
3 Data Structure
4 Data Processing and Presentation
5 3D City Model Data Processing and Presentation
6 Conclusion
References
Using Satellite Data for Assessing the Land Use and Land Cover Change in Bosnia and Herzegovina
1 Introduction
2 Data and Methodology
3 Results and Discussion
4 Conclusion
References
Application of GIS Technologies in Sustainable Land Management at Local Level
1 Introduction
2 Data and Methodology
3 Results and Discussion
4 Conclusion
References
Sustainable Urban Development: Designing Smart, Inclusive and Resilient Cities
Greening in the Margins: Children's Perception on the Sustainability of Urban Gardening in Informal Settlements in San Jose del Monte City, Philippines
1 Introduction
2 Literature Review
3 Methodology
4 Results
4.1 City Context
4.2 Participants and Their Small-Scale Urban Farms
4.3 Children's Opinions
4.4 Children's Expectations
5 Discussion
5.1 Implications
5.2 Key Areas for Child-Friendly Urban Sustainable Development
6 Conclusion
References
Designing the Future Residential Buildings with Low Environmental Impact - Case Study Buildings in Bosnia and Herzegovina
1 Introduction
2 Residential Buildings in Bosnia and Herzegovina
3 Individual Residential Buildings' Problems and Possible Solutions
4 Residential Building External Walls in Bosnia and Herzegovina
5 Conclusion and Recommendations
References
Sustainable Strategies in Vernacular Architecture Practices in Sarajevo: The Architectural Ensemble of Alija Djerzelez House as a Case Study
1 Introduction
2 Literature Review
3 Methodology
4 Vernacular Architecture and Sustainability Strategies in Sarajevo Neighborhoods
5 Case Study - Alija Djerzelez House Contextualization and Application of Passive Systems by Using Sustainable Architectural Strategies
6 Discussion
7 Conclusion
References
Introducing the Healthy Urban Environment Courses in Bosnia and Herzegovina
1 Introduction
2 Healthy Urban Environment
3 Project Work Packages
4 Project Results
5 Conclusions and Lessons Learned
References
Integration of Solar Photovoltaic Power Plant Along National Highway Corridors
1 Introduction
2 Literature Overview
3 Development Plans of Bosnia and Herzegovina
4 Photovoltaics Market
5 Techno-Economic Analysis of PV System
5.1 Case Study
5.2 Calculation of Possible Electricity Production from the Future Solar Power Plant
5.3 Cost-Effectiveness of the Project
5.4 HelioScope Software Package
6 Analysis Results
7 Conclusion
References
Economic Analysis of the Application of Photovoltaic Power Plants - Smart City Sarajevo
1 Introduction
2 Literature Overview
3 Energy Consumption in Sarajevo
4 Smart City Sarajevo - Case Study
5 Techno-Economic Analysis
6 Conclusion
References
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Advanced Technologies, Systems, and Applications VI

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