International Conference on Advanced Intelligent Systems for Sustainable Development

Name: International Conference on Advanced Intelligent Systems for Sustainable Development | Volume 4 - Advanced Intelligent Systems on Energy, Environment, and Industry 4.0
Brand: Springer
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Volume 4 - Advanced Intelligent Systems on Energy, Environment, and Industry 4.0

Janusz Kacprzyk Mostafa Ezziyyani Valentina Emilia Balas(Editor)

Springer (Publisher)

Published on 11. June 2023

XXV, 563 pages

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978-3-031-35245-4 (ISBN)

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Content

Intro
Foreword
Preface
Organization
Acknowledgement
Contents
Modeling Tool for the Design of Municipal Solid Waste Transportation Systems
1 Introduction
2 Methodology
2.1 Representation of the Transportation Trajectories
2.2 Optmization Objectives
3 Results and Discussions
3.1 Application Example
3.2 Results and Discussions
3.3 Sensitivity Analysis
4 Conclusions
Appendix
References
Mathematical Modelling and Dynamic Simulation for Wastewater Treatment Plant Management: An Experimental Pilot Study
1 Introduction
2 Materials and Methods
2.1 WEST ® Program
2.2 Data Collection and Model Structure
2.3 Construction and Evaluation of the Model on WEST
3 Results and Discussion
3.1 Steady-State and Dynamic Experiment
3.2 Sensitivity Analysis
3.3 Model Calibration and Validation
3.4 Model Calibration
3.5 Model Validation
4 Conclusions
References
Solar Flat Plate Collector (FPC) in Series with Evacuated Tube Collector (ETC) in a Forced Circulation Water Heating Installations Used in Buildings
1 Introduction
2 Methods
2.1 Examined Site
2.2 System Description and Modeling
2.3 Performance Metrics
3 Results and Discussion
4 Conclusion
References
Application of Predictive Control to Multilevel Inverters Used in a WECS for a Harmonics Minimization
1 Introduction
2 Multilevel Inverter Model
2.1 Model of the 3 Phases 5 Level NPC Inverter
2.2 Command Strategy of the 3 Phases 5 Level NPC Inverter
3 Predictive Control of the Multilevel Inverter
3.1 PWM Control of the 5 Level NPC Inverter
3.2 Model Predictive Control of the 5 Level NPC Inverter
4 Simulation Results and Discussion
5 Conclusion
References
Study of a Simulator for the Diagnosis of Wind Farm Failures and the Development of Maintenance Strategies
1 Introduction
2 Component-Based Wind Farm Modeling
3 Diagnosis Based on Energy Balances
3.1 Power Curve
3.2 Energy Balance of Components
4 Optimal Maintenance Strategies
5 Diagnosis of Faults Based on the Simulation of Energy Balances
6 Experiments
7 Conclusion
References
Industry 4.0 Technologies on Demand Driven Material Requirement Planning: Theoretical Background and Impacts
1 Introduction
2 Theoretical Background
2.1 Demand Driven MRP
2.2 Context of Industry 4.0
3 Discussion
3.1 Impacts of Adopting Industry 4.0 in DDMRP
3.2 The Benefits of Smart DDMRP
4 Conclusion
References
Effects of Slow Vehicles on Carbon Dioxide Emission in a Two-Lane Cellular Automata Model
1 Introduction
2 Methodology
2.1 Carbon Dioxide Emission Model
3 Results and Discussion
3.1 Homogeneous Configuration
3.2 Inhomogeneous Configuration
4 Conclusion
References
CFD Modelling and Thermal Performance Analysis of Ventilated Double Skin Roof Structure
1 Introduction
2 Method
2.1 Model Description
2.2 CFD Modelling
3 Results and Discussion
3.1 Thermo-Aeraulic Performance of the Roof
3.2 Heat Flux Through the Roof Structure
4 Conclusion
References
Literature Review of Energy Consumption Modeling for Mobile Devices
1 Introduction
2 Backgrounds
3 Research Method
4 Discussions
4.1 Building the Energy Consumption Model
4.2 Detecting Energy Bugs
4.3 Optimized Code Structure with Energy-Saving Practices
5 Conclusion
References
Density and Thermal Properties of MWCNT/Glycerol Nanofluids
1 Introduction
2 Materials and Methods
3 Materials and Experimental Methods
3.1 Thermal Conductivity
3.2 Density of MWCNT/Glycerol Nanofluid
4 Conclusion
References
Rheological Properties of MWCNT/Glycerol Nanofluids
1 Introduction
2 Materials and Experimental Methods
3 Results and Discussion
3.1 Dynamic Viscosity of Glycerol
3.2 Dynamic Viscosity of the MWCNT/Glycerol Nanofluids
3.3 Rheological Behaviors of Glycerol Based MWCNT Nanofluidsnts
4 Conclusion
References
Modeling and Control of a Photovoltaic Systems in Grid-Connected AC Microgrid
1 Introduction
2 Structure and Modeling of Photovoltaic System in Microgrid
2.1 Structure of Microgrid
2.2 Modeling of the Photovoltaic Array
3 Control of Microgrid
3.1 MPPT Control
3.2 Grid Synchronization
3.3 Grid Current Control
3.4 DC Bus Voltage Control
4 Simulation Results
5 Conclusion
References
Integral Sliding Mode Control of a DFIG Based Wind Turbine Using PSO Algorithm
1 Introduction
2 Wind Energy System Modeling
2.1 Wind Turbine Modeling
2.2 DFIG Modeling
3 The Proposed Intelligent Control Method
3.1 Integral Sliding Mode Control
3.2 Particle Swarm Optimization
4 Simulation Result and Discussion
5 Conclusion
Appendix
References
Blade Profile Effect on the Impulse Radial Turbine Performances for OWC Wave Energy Converter
1 Introduction
2 Turbine Geometry
3 Numerical Modelling
3.1 Turbine Flow Conditions
3.2 CFD Model Validation
4 Results and Discussion
4.1 Turbines Overall Performances
4.2 Aerodynamic Losses Analysis
5 Conclusion
References
Active and Reactive Power Control for a Hybrid Microgrid Based on Doubly Fed Induction Generator and Hydrogen Fuel Cell Power Sources
1 Introduction
2 Microgridâ??s Modeling and Topology
3 Microgrid's Power Control
4 Simulation Results and Discussion
5 Conclusion
References
An Overview on Smart MicroGrids Managing Renewable Energies Resources in an Isolated Site
1 Introduction
2 Classifications of Smart-MicroGrids
2.1 AC MicroGrids
2.2 DC MicroGrids
2.3 AC/DC MicroGrids
3 Stand-Alone MicroGrids Control
4 Smart-MicroGrids Energy Management System
5 Smart-MicroGrids Challenges and Opportunıtıes
6 Conclusion
References
Industrial Automation PLC Implementation of MPPT Using P&O Algorithm for PV System Applications
1 Introduction
2 System Description
2.1 PV Modeling Using Automation PLC
2.2 DC-DC Boost Converter Modeling Using Automation PLC
2.3 The Proposed P&O Algorithm Using Automation PLC
3 System Description
3.1 Rapidly Changing Irradiation Conditions
3.2 Rapidly Changing Temperature Conditions
4 Conclusion
References
A Review of Different Structures Generators and Control Strategies Applied to the Wind Turbine
1 Introduction
2 Wind Energy Conversion Systems
3 Generators and Topologies
3.1 Asynchronous Generators
3.2 Synchronous Generators
4 Maximum Power Point Tracking Controller for WECS
4.1 Conventional IPC- Based MPPT Algorithms for WECS
4.2 Conventional DPC Based MPPT Algorithms for WECS
5 Review Result and Discussion
5.1 Comparison of PMSG Versus Others Types Generators
5.2 MPPT Controllers Comparison
6 Conclusion
References
Fraud Detection in Supply Chain 4.0: A Machine Learning Model
1 Introduction
2 Financial Fraud in Supply Chain
3 Fraud Detection Model: A Machine Learning Approach
3.1 Proposed Methodology
3.2 Model Deployment
3.3 Performance Measurement
4 Results
5 Conclusion
References
Environmental Management and Environmental Performance: A Bibliometric Review Study and Visualization Analysis
1 Introduction
2 Environmental Management and Environmental Performance: A Brief Literature Review
3 Research Methodology and Initial Data Statistics
3.1 Importance of the Bibliometric Analysis
3.2 Key Approach to Our Bibliometric Analysis
4 Results
4.1 Evolution of the Number of Research Works
4.2 Ranking of Results by Discipline
4.3 Ranking of Results by Country of Writing
4.4 Volume of Scientific Production in the Field
4.5 Co-occurrence Analysis
4.6 Cluster Analysis
5 Discussion
6 Conclusion
Appendix
References
Intelligent Multisensors System, Temperature, Gas and Sound, Using Arduino
1 Introduction
2 Components and Software
2.1 Components
2.2 Softwars
3 Development of a Simulation Model and Prototype
3.1 Simulation Model
3.2 Creating a Prototype
3.3 Block Diagram
4 Results and Discussions
4.1 Temperature Measurements
4.2 Gas Detection
4.3 Sound Detection
4.4 Discussions
5 Conclusion
References
Model of a Hybrid Energy Storage System Using Battery and Supercapacitor for Electric Vehicle
1 Introduction
1.1 Energy Hybridization
1.2 State of Charge (SOC) Indicators
1.3 Energy Recovery Management
2 Hybrid Energy Storage Systems
3 Studied System
4 Conclusion
References
Estimation of Port Air Emissions Inventory: The Case of Tanger Mediterranean Port Authority
1 Introduction
2 Material and Methods
3 Results
4 Discussion
5 Conclusion
References
Exemplarity of Public Administrations: An Important Lever for the Energy Efficiency of Buildings - Case of Morocco
1 Introduction
2 Exemplarity of the Administration - The Case of Morocco
3 Methodology
4 Results and Discussion
4.1 Results of Diagnosis
4.2 Recommendations
4.3 Analysis of Public Procurement
5 Conclusion
References
Offline Parameter Identification of the Battery Equivalent Circuit Model for Electric Vehicles Using Particle Swarm Optimization Method
1 Introduction
2 Method
2.1 Equivalent Circuit Model (ECM)
2.2 Particle Swarm Optimization (PSO)
2.3 Parameter Identification Model
3 Application and Simulation Results
4 Conclusion
References
Multi-horizon Short-Term Load Consumption Forecasting Using Deep Learning Models
1 Introduction
2 Related Works
3 The Deep Learning Models
3.1 Long Short Term Memory Networks (LSTM)
3.2 Bi-directional LSTM Networks (Bi-LSTM)
3.3 The Convolution Neural Network (CNN)
4 Household Energy Consumption Dataset
5 Forecasting Models Implementations and Results
5.1 Data Imputation
5.2 Correlation between Features
5.3 Multicollinearity Studying
5.4 Models Configurations
5.5 Results
6 Conclusion
References
Electric Motors and Control Strategies for Electric Vehicles: A Review
1 Introduction
2 Electric Motors
2.1 DC Motor
2.2 Permanent Magnet Brushless Motor
2.3 Synchronous Motor
2.4 Comparison of Motors of EV
3 Control Strategies
3.1 Pulse Width Modulation (PWM)
3.2 Direct Torque Control (DTC)
3.3 Field Oriented Control (FOC)
3.4 Comparison of Control Algorithm
4 Conclusion
References
The Lighting Master Plan is a Lever for Efficient and Sustainable Management of Public Lighting in Moroccan Cities
1 Introduction
2 Research Methodology
3 Definition of the Scope of the Study
4 Context Analysis, Identification, and Validation of Needs
5 Urban Analysis of the Street Lighting Network
5.1 Urban and Architectural Analysis
5.2 Light Analysis
5.3 Analysis of Public Lighting Assets
5.4 Energy and Environmental Analysis
6 Recommendations for Energy Efficiency and Performance of the Public Lighting Network
7 Costing of the Implementation of the Lighting Master Plan for the City of Casablanca
8 Multi-criteria Analysis for Renewal Prioritization
9 Results and Discussion
10 Conclusion
References
High Gain Observer Design for PEM Fuel Cell State Estimation in Electric Vehicles
1 Introduction
2 General Description of the Studied PEMFC Systems
3 High Gain Observer Design for Nonlinear Dynamic Model of PEMFC
4 Exploitation of the Estimated Variables
4.1 Determination of the Output Stack Voltage
4.2 Determination of the Excess Ratio of Oxygen
5 Simulation Results
6 Conclusion
Appendix 1
Appendix 2
References
Short-Term Electric Load Forecasting Model Based on SVR Technique
1 Introduction
2 Related Works
3 Data Preparation
3.1 Database Study
3.2 Features Selection
3.3 Data Processing
4 Prediction Approach
4.1 Data Description
4.2 SVR Model Development
4.3 KNN Model Development
5 Results and Discussion
5.1 Strategy and Procedure of Simulation
5.2 Performance Evaluation
5.3 Evaluation of SVR Model
5.4 SVR Prediction Model Performances Comparing to KNN
6 Conclusion
References
A Novel OPT-GBoost Approach for Predicting Direct Normal Irradiance
1 Introduction
2 Data Source
3 Methodology
3.1 Data Pre-processing
3.2 Feature Extraction
3.3 XGboost
3.4 GridSearchCV
3.5 Optuna: An Efficient Hyper-parameter Tuning Technique
4 Result and Discussion
5 Conclusion
References
Evaluation of Smartness Level in Local Maritime Ports
1 Introduction
2 Definition, Objectives and Models of Smart Ports
2.1 Classification of Smart Environments
2.2 Smart Port Model and a Proposed Extension
3 Modeling the Metric of Smartness Level in Smart Maritime Ports
4 Use Cases of Local Ports
4.1 Local Maritime Ports
4.2 Evaluation of Smartness Level in Local Ports
5 Conclusions
References
The Dynamic Impact of Renewable Energy Consumption on CO2 Emissions: The Case of Morocco
1 Introduction
2 Literature Review
3 Model Presentation
4 Results and Discussions
4.1 ARDL Cointegration Tests
4.2 Causality and Parameter Stability
5 Conclusion and Policy Implications
References
Energy Demand Management in a Residential Building Using Multi-objective Optimization Algorithms
1 Introduction
2 Proposed Energy Management Strategy
2.1 Resolution of the Multi-objective Optimization Problem
2.2 Electricity Bill Minimization
2.3 Peak to Average Ratio Minimization
2.4 Appliances's Operational Waiting Time Minimization
2.5 Summary of Constraints
3 Proposed Black Widow Optimization Algorithm
4 Simulation Results and Discussion
5 Conclusion and Perspectives
References
A Novel Approach of Hotspot Detection in PV Plant
1 Introduction
2 Related Work
2.1 Hotspot Causes
2.2 Description of PV Systems
3 Proposed Approach
3.1 Performance Analysis
3.2 Experimental Results
4 Conclusion
References
Categorizing Data Imperfections for Object Matching in Wastewater Networks Using Belief Theory
1 Introduction
2 Research Context
2.1 Concepts of the Belief Theory
2.2 Related Works
2.3 The Belief Theory in Matching Road Networks
3 Data Imperfections in a Wastewater Network Database
3.1 Wastewater Network Graph
3.2 Categorization of Imperfections in a Wastewater Networks
4 The Belief Theory in Wastewater Object Matching
5 Experiments and Results
6 Conclusions
References
Modeling and Simulation of Piezo-Composite Energy Harvesting from Beam Subjected to Moving Load
1 Introduction
2 Homogenization of Piezoelectric Composite Materials
3 Harvesting Model
3.1 DQM Implementation
4 Result and Discussion
4.1 Micromechanical Results
4.2 Application
5 Conclusion
References
Solar Radiation Forecasting Using Artificial Intelligence Techniques for Energy Management System
1 Introduction
2 Proposed Prediction System Structure
2.1 Collect the Data
2.2 Pre-processing
2.3 Processing the Data
3 Configurations
3.1 Introduction
3.2 MLP Architecture
3.3 Stacking Architecture
4 Results and Discussion
5 Conclusion and Perspectives
References
Towards Machine Learning Applications for Computational Fluid Dynamics Modeling in Chemical Engineering
1 Introduction
2 Machine Learning for CFD Models Optimization
2.1 Computer Aided Design Optimization
2.2 Mesh Optimization
2.3 Surrogate Modeling Approach
3 Machine Learning for Turbulence Modeling
3.1 RANS Models
3.2 DNS Turbulence Models
3.3 LES Turbulence Models
References
Numerical Prediction of Effect of Hardening Laws on Springback and Blank Thickness Distribution During Cylindrical Deep Drawing Process
1 Introduction
2 Methodology
2.1 Modelling Approach
2.2 Yield Criteria and Hardening Law
2.3 Hardening Law
2.4 Finite Element Model
3 Results and Discussion
3.1 Validation of the Model
3.2 3D Springback Prediction
3.3 The Spring Back of the Aluminum 5052-O
4 Conclusion
References
Comparison of MPPT Algorithms for Grid Connected PV System
1 Introduction
2 Description and Model of the System
3 Control Strategy
3.1 MPPT Controller
3.2 Inverter Controller
4 Simulation Results and Discussion
5 Conclusion
References
Identification of the Parameters of the Lithium-Ion Battery Used in Electric Vehicles for the SOC Estimation
1 Introduction
2 Battery Model and Parameter Identification
3 SOC Estimation System Design
4 Simulations and Results Discussion
5 Conclusion
References
Voltage Profile Improvement of IEEE14 Bus System Using SVC and STATCOM
1 Introduction
2 FACTS Devices
2.1 Static Synchronous Compensator STATCOM
2.2 Static Var Compensator SVC
3 Simulation and Discussion
3.1 Simulation of the Base Case
3.2 Simulation with SVC
3.3 Simulation with STATCOM
3.4 Discussion
4 Conclusion
References
Assessing the Impact of Digitalization on the Energy Transition
1 Introduction
2 Preparation Approach of the Simulation by the Concept of Digital Twin
3 Methodology
4 Modeling Autonomous Systems
4.1 Cyber Physical Production System (CPPS)
4.2 Model of Digital Twin Synchronization
4.3 Model of Autonomy in the Flow of Part
4.4 Model of Autonomy in Handling Breakdowns
5 Conclusion
References
Application of Controlled DC-Chopper to Improve the Dc-Link Voltage During a Fault Grid
1 Introduction
2 Proposed Protection of DC-Link Using Fuzzy Logic Controller
2.1 DC-Link Protection with DC-Chopper
2.2 Design of Fuzzy Logic Controller
3 Simulation Analysis and Discussion
4 Conclusion
References
Machine Learning Based Predictive Maintenance of Pharmaceutical Industry Equipment
1 Introduction
2 Study Case: The Cyclotron
2.1 Context and Objectives
2.2 Cyclotron: Overview
3 Proposed Approach
3.1 Develop FMECA for the Cyclotron
3.2 Feature for Fault Detection
3.3 Data Collection
4 Experiment Results and Discussion
4.1 Evaluation Metrics
4.2 Results Discussion
5 Conclusion
References
Weibull and Extreme Value Theory Approach to Estimate Wind Energy in the North Region
1 Introduction
2 Data Characteristics
3 Statistical Analysis
4 Likelihood Method
5 Weibull Distribution
6 Extreme Value Theory
7 Wind Energy
8 Conclusion
References
Selecting Key Product Characteristics to Improve the QMS in Automotive Sector
1 Introduction
2 Related Work
2.1 Data Mining Methodology
2.2 Problematic
3 Linear regression model and Least Square estimator
4 Case Study
5 Conclusion and Perspectives
References
Berth Allocation and Quay Crane Assignment and Scheduling Problem Under Energy Constraints: Literature Review
1 Introduction
2 Selection and Analysis Criteria
3 Problems and Approaches
3.1 Berth Allocation Problem
3.2 Quay Crane Assignment Problem
3.3 Quay Crane Scheduling Problem
4 General Overview and Solution Methods
5 Conclusions and Future Research
References
Simulation of Thermal Conductivity with Comsol Multiphysics of Clay
1 Introduction
2 Numerical Modelling
2.1 Thermal Transfer Module
2.2 Electric Module
3 System Design and Mesh
3.1 System Design
3.2 Mesh
4 3D Simulation Results
4.1 The Temperature Variation in the Wire
4.2 Calculates the Thermal Conductivity of Clay
4.3 Manufacture of Specimens
4.4 Experimental Apparatus
4.5 Thermal Conductivity Measurement
5 Conclusion
References
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International Conference on Advanced Intelligent Systems for Sustainable Development

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