Tabla de Contenidos: “…-- Building Random Forest and Extremely Random Forest classifiers -- Estimating the confidence measure of the predictions -- Dealing with class imbalance -- Finding optimal training parameters using grid search -- Computing relative feature importance -- Predicting traffic using Extremely Random Forest regressor -- Summary…”

Tabla de Contenidos: “…Polito and Massimo Rebolini Large-Scale Electrochemical Energy Storage in High Voltage Grids: Overview of the Italian Experience Reprinted from: Energies 2017, 10(1), 108; doi: 10.3390/en10010108…”

“…The Internet of Things (IoT) has made revolutionary advances in the utility grid as we know it. Among these advances, intelligent medical services are gaining much interest. …”

Tabla de Contenidos: “…5.3 THE WINDS OF THE NORTH SEA -- 5.3.1 Energy Policies and Support Mechanisms Around the North and Baltic Seas -- 5.3.2 North Seas Offshore Grid and Kriegers Flak Project Backgrounds -- 5.3.3 Energy Security Implications -- 5.3.4 Assessing the Potential Contribution to Low-Carbon Energy Security -- 5.4 LESSONS FOR A LOW-CARBON AND SECURE ENERGY TRANSITION -- REFERENCES -- 6 - European Distributed Renewable Energy Case Studies -- 6.1 INTRODUCTION -- 6.2 ANTICIPATORY EXPERIENCES: REFLECTING HOW WE ENVISAGE THE LONG-TERM WAYS RENEWABLE ENERGY WILL COMPETE WITH FOSSIL FUELS IN A... -- 6.2.1 Anticipatory Experiences in the Energy Transition: What Is It About? …”

“…Inspection and Monitoring Technologies of Transmission Lines with Remote Sensing helps readers build a thorough understanding of new technologies and world-class practices developed by the State Grid Corporation of China—the organization responsible for the world’s largest power distribution network. …”

Tabla de Contenidos: “…Apache spark -- 2.5.1.5. Grid computing -- 2.5.1.6. Spark structures -- 2.5.1.7. …”

Tabla de Contenidos: “…Channel Estimation and Equalization 167 -- 7.1 Introduction 167 -- 7.2 Pilot Pattern 168 -- 7.2.1 Pilot Pattern in SISO-OFDM Systems 168 -- 7.2.2 Pilot Pattern in MIMO-OFDM Systems 171 -- 7.3 SISO-OFDM Channel Estimation 174 -- 7.3.1 Channel Estimation by Block-Type Pilot Symbols 177 -- 7.3.2 Channel Estimation by Comb-Type Pilot Symbols 179 -- 7.3.3 Channel Estimation by Grid-Type Pilot Symbols 186 -- 7.4 MIMO-OFDM Channel Estimation 191 -- 7.4.1 Space-Time Pilot 191 -- 7.5 Adaptive Channel Estimation 194 -- 7.6 Equalization 195 -- 7.6.1 One-Tap Equalizer 195 -- 7.6.2 Multi-Tap Equalizer 198 -- 7.7 Iterative Receiver 204 -- 7.7.1 Iterative Synchronization and Channel Estimation 205 -- 7.7.2 Bit-Interleaved Coded Modulation with Iterative -- Decoding (BICM-ID) 205 -- Summary 206 -- References 207 -- 8. …”

Tabla de Contenidos: “…-- 6.3.2 Ladder to improvement -- 6.3.3 Common mistakes with titles -- 6.4 Team reporting -- 6.4.1 Define autonomy -- 6.4.2 Reporting metrics -- 6.4.3 Accountability -- 6.5 One-on-one meeting -- 6.6 Education and training -- 6.6.1 Online libraries/resources -- 6.6.2 Platform/software certifications -- 6.6.3 Bootcamps -- 6.6.4 User groups -- 6.6.5 Internal training -- 6.6.6 Conferences -- 6.6.7 University/college courses -- 6.7 Communication -- 6.7.1 Email -- 6.7.2 Meetings -- 6.7.3 Feedback -- Summary -- Checklist -- 7 Annual reviews -- 7.1 Skill matrix -- 7.1.1 Basic matrix structure -- 7.1.2 Filling out the grid -- 7.1.3 Logistics -- 7.2 Handling failure -- 7.2.1 Initial reaction -- 7.2.2 Investigation -- 7.2.3 Learning -- 7.3 Termination -- 7.3.1 Downsizing the department -- 7.3.2 Skills no longer required -- 7.3.3 Poor performance -- 7.3.4 Logistics -- 7.3.5 The exit interview -- 7.4 Remote working -- 7.4.1 Setup -- 7.4.2 Managing expectations -- 7.4.3 Preventing abuse -- Summary -- Checklist -- 8 Technology decisions -- 8.1 Avoid lock-in -- 8.2 Build vs. buy -- 8.2.1 Buy -- 8.2.2 Build -- 8.2.3 Considerations -- 8.2.4 Checklist -- 8.3 Cloud vs. on-prem -- 8.3.1 Cloud -- 8.3.2 On-prem -- 8.4 Disaster recover -- 8.4.1 Downtime tolerance -- 8.4.2 Full or partial service -- 8.4.3 Fail forward vs. bounce back -- 8.4.4 Managing the event -- 8.4.5 Cloud and DR -- 8.5 Data management -- 8.5.1 Storage -- 8.5.2 Data types -- 8.6 Microservices vs. monolithic -- 8.7 Open source -- 8.7.1 License types -- 8.7.2 Usage guidelines -- 8.7.3 Publishing open source -- 8.7.4 Using code from the web -- 8.8 Languages and frameworks…”

Tabla de Contenidos: “…-- 1.1.3 Why a BMS Is Required in Any Energy Storage System -- 1.1.4 How a BMS Makes a Storage System Efficient, Safe, and Dependable -- 1.2 Example of a BMS in a Real System -- 1.2.1 LabView Based BMS -- 1.2.2 PLC Based BMS -- 1.2.3 Microprocessor Based BMS -- 1.2.4 Microcontroller Based BMS -- 1.3 System Failures Due to the Absence of a BMS -- 1.3.1 Dreamline Boeing Fire Incidences -- 1.3.2 Fire Accident at the Hawaii Grid Connected Energy Storage -- 1.3.3 Fire Accidents in Electric Vehicles -- References -- 2 General Requirements (Functions and Features) -- 2.1 Basic Functions of a BMS -- 2.1.1 Key Parameter Monitoring -- 2.1.2 Battery State Analysis -- 2.1.3 Safety Management -- 2.1.4 Energy Control Management -- 2.1.5 Information Management -- 2.2 Topological Structure of a BMS -- 2.2.1 Relationship Between a BMC and a Cell -- 2.2.2 Relationship Between a BCU and a BMC -- References -- 3 General Procedure of the BMS Design -- 3.1 Universal Battery Management System and Customized Battery Management System -- 3.1.1 Ideal Condition -- 3.1.2 Feasible Solution -- 3.1.3 Discussion of Universality -- 3.2 General Development Flow of the Power Battery Management System -- 3.2.1 Applicable Standards for BMS Development -- 3.2.2 Boundary of BMS Development -- 3.2.3 Battery Characteristic Test Is Essential to BMS Development -- 3.3 Core Status of Battery Modeling in the BMS Development Process -- References -- Part II Li-Ion Batteries -- 4 Introduction to Li-Ion Batteries -- 4.1 Components of Li-Ion Batteries: Electrodes, Electrolytes, Separators, and Cell Packing -- 4.2 Li-Ion Electrode Manufacturing…”

Tabla de Contenidos: “…9.9.2 Performance Monitoring of Oil Field -- 9.9.3 Data Analytics and Simulation for Oil Field Production -- 9.9.4 Improving Field Personnel and Workforce Safety -- 9.9.5 Predictive Maintenance -- 9.10 The Advantages of Digital Twin in the Oil and Gas Industry -- 9.10.1 Production Efficacy -- 9.10.2 Preemptive Maintenance -- 9.10.3 Scenario Development -- 9.10.4 Different Processes Monitoring -- 9.10.5 Compliance Criteria -- 9.10.6 Cost Savings -- 9.10.7 Workplace Safety -- 9.11 Conclusion -- References -- Chapter 10 Digital Twin in Smart Cities: Application and Benefits -- 10.1 Introduction -- 10.2 Introduction of Digital Twin in Smart Cities -- 10.3 Applications of Digital Twin in Smart Cities -- 10.3.1 Traffic Management -- 10.3.2 Construction -- 10.3.3 Structural Health Monitoring -- 10.3.4 Healthcare -- 10.3.5 Digital Twin for Drainage System -- 10.3.6 Digital Twin for Power Grid -- 10.4 Conclusion -- References -- Chapter 11 Digital Twin in Pharmaceutical Industry -- 11.1 Introduction -- 11.2 What is Digital Twin? …”

Tabla de Contenidos: “…Yang -- 29.1 Introduction 481 -- 29.2 Engineering Decisions 482 -- 29.3 Conclusion 492 -- 30 Internet of Things and Smart Grid Standardization 495 /Girish Ghatikar -- 30.1 Introduction and Background 495 -- 30.2 Digital Energy Accelerated by the Internet of Things 497 -- 30.3 Smart Grid Power Systems and Standards 500 -- 30.4 Leveraging IoTs and Smart Grid Standards 503 -- 30.5 Conclusions and Recommendations 510 -- 31 IoT Revolution in Oil and Gas Industry 513 /Satyam Priyadarshy -- 31.1 Introduction 513 -- 31.2 What is IoT Revolution in Oil and Gas Industry? …”

Tabla de Contenidos: “….) -- 6.7 Flow distribution -- 6.7.1 Steam side -- 6.7.2 Gas side -- 6.8 Materials -- 6.9 Conclusions -- 7 Duct burners -- Chapter outline -- 7.1 Introduction -- 7.2 Applications -- 7.2.1 Cogeneration -- 7.2.2 Combined cycle -- 7.2.3 Air heating -- 7.2.4 Fume incineration -- 7.2.5 Stack gas reheat -- 7.3 Burner technology -- 7.3.1 In-duct or inline configuration -- 7.3.2 Grid configuration (gas firing) -- 7.3.3 Grid configuration (liquid firing) -- 7.4 Fuels -- 7.4.1 Natural gas -- 7.4.1.1 Refinery/chemical plant fuels -- 7.4.1.2 Low heating value -- 7.4.1.3 Liquid fuels -- 7.5 Combustion air and turbine exhaust gas -- 7.5.1 Temperature and composition -- 7.5.2 Turbine power augmentation -- 7.5.3 Velocity and distribution -- 7.5.4 Ambient air firing (air-only systems and HRSG backup) -- 7.5.5 Augmenting air -- 7.5.6 Equipment configuration and TEG/combustion airflow straightening -- 7.6 Physical modeling -- 7.6.1 CFD modeling -- 7.6.1.1 Wing geometry: variations -- Flame holders…”

Tabla de Contenidos: “…6.6 Umwandlung zwischen verwandten Klassen (Typecasting) -- 6.7 Abstrakte Methoden und Klassen -- 6.8 Einlesen von Personendaten -- 6.9 Übungen -- 7 Arrays und Listen -- 7.1 Arrays -- 7.1.1 Deklaration -- 7.1.2 Lesen und Schreiben -- 7.1.3 Arrays und Schleifen -- 7.1.4 Personenverwaltung mit Arrays -- 7.1.5 Umwandlung zwischen Strings und Arrays -- 7.1.6 Mehrdimensionalität -- 7.1.7 Start-Parameter -- 7.2 Listen -- 7.2.1 Arten von Listen -- 7.2.2 Deklaration -- 7.2.3 Elemente hinzufügen -- 7.2.4 Elemente lesen -- 7.2.5 Elemente löschen -- 7.2.6 Elemente ändern -- 7.2.7 Listen durchlaufen -- 7.2.8 Unterschied zwischen ArrayList und LinkedList -- 7.2.9 Personenverwaltung mit Liste -- 7.3 Übungen -- 8 Fehlerbehandlung -- 8.1 Arten von Fehlern -- 8.2 Fehler abfangen -- 8.2.1 Umwandlungsfehler -- 8.2.2 Index-Fehler -- 8.2.3 Andere Fehler -- 8.2.4 Fehlerbehandlung bei Funktionen -- 8.3 Mehrere Arten von Fehlern abfangen -- 8.4 finally-Block -- 8.5 Übungen -- 9 Dateisystem -- 9.1 Textdateien schreiben -- 9.2 Textdateien lesen -- 9.3 Dateien löschen und umbenennen -- 9.4 Ordner -- 9.4.1 Erstellen -- 9.4.2 Löschen -- 9.4.3 Umbenennen -- 9.4.4 Inhalt anzeigen -- 9.5 Objekte speichern -- 9.5.1 CSV-Dateien -- 9.5.2 Binäre Dateien -- 9.6 Übungen -- 10 Externe Bibliotheken -- 10.1 JSON-Bibliothek -- 10.1.1 Das Format -- 10.1.2 Bibliothek einbinden -- 10.1.3 Bibliothek verwenden -- 10.2 Eigene .jar-Dateien erstellen -- 10.2.1 Bibliotheken -- 10.2.2 Ausführbare .jar-Dateien -- 10.3 Abhängigkeiten in großen Softwareprojekten -- 10.4 Übungen -- 11 Grafische Benutzerschnittstellen -- 11.1 Fenster -- 11.2 Textfelder -- 11.3 Buttons -- 11.4 Layout -- 11.4.1 BorderLayout -- 11.4.2 FlowLayout -- 11.4.3 GridLayout -- 11.5 Grafische Benutzerschnittstelle für die Personenverwaltung -- 11.5.1 Personendaten einlesen -- 11.5.2 Personendaten anzeigen…”

Tabla de Contenidos: “…Windows -- New Features in After Effects CS4 -- Workflow Overview -- Interface Overview -- Setting a Workspace -- Customizing the Workspace -- Using Viewers -- Opening Related Panels Automatically -- Chapter 2: Importing Footage into a Project -- Starting from the Welcome Screen -- Creating and Saving Projects -- Opening and Closing Projects -- Importing Files -- Importing Still-Image Sequences -- Importing Files with Alpha Channels -- Importing a Layered File as a Single Footage Item -- Importing a Layered File as a Composition -- Importing Adobe Premiere Pro and After Effects Projects -- Importing with Adobe Bridge -- Motion Footage -- Chapter 3: Managing Footage -- Displaying Information in the Project Panel -- Finding Items in a Project -- Sorting Footage in the Project Panel -- Organizing Footage in Folders -- Renaming and Removing Items -- Proxies -- Viewing Footage -- The Footage Panel -- Cueing Motion Footage -- Magnifying an Image -- Viewing Safe Zones and Grids -- Displaying Rulers and Guides -- Viewing Snapshots -- Viewing Channels -- Viewing Transparency -- Correcting for Pixel Aspect Ratios -- Adjusting Exposure -- Chapter 4: Compositions -- Composition Settings -- Creating a Composition -- Specifying Basic Composition Settings -- Resizing a Comp -- Setting a Comp's Background Color -- The Composition and Timeline Panels -- Setting the Time -- Adding Footage to a Composition -- Adding Layers Using Insert and Overlay -- Creating Solid Layers -- Chapter 5: Layer Basics -- Selecting Layers -- Changing the Stacking Order -- Naming Layers -- Switching Video and Audio On and Off -- Locking a Layer -- Basic Layer Switches -- Making Layers Shy…”

Tabla de Contenidos: “…Introduction -- Introduction to Continuous Integration -- Practices -- Benefits -- Continuous deployment and Continuous Delivery -- The build pipeline -- Introduction to TeamCity -- Licensing -- Features -- First-class support for various technologies -- Lots of plugins -- REST API -- Comprehensive VCS support -- A nice dashboard UI and build history -- Ease of setup and comprehensive documentation -- Build pipeline/chains -- Agents and build grids -- IDE integrations -- TeamCity and its competitors -- Jenkins -- ThoughtWorks' Go -- Summary -- 2. …”

Tabla de Contenidos: “…-- Common unpatched vulnerabilities -- The significance of timely patching -- Summary -- References -- Chapter 5: Analysis of the Top Cyberattacks on Critical Infrastructure -- Stuxnet attack on Iran's nuclear program (2010) -- Ukrainian power grid attack (2015) -- Dyn attack on internet infrastructure (2016) -- WannaCry (2017) -- NotPetya (2017) -- SolarWinds attack (2020) -- Colonial Pipeline ransomware attack (2021) -- Summary -- References -- Part 3: Protecting Critical Infrastructure -- Chapter 6: Protecting Critical Infrastructure - Part 1 -- Network security and continuous monitoring…”

Tabla de Contenidos: “…Simplification functions -- 6.7.1. Grid snapping and coordinate rounding -- 6.7.2. Simplification -- 6.8. …”

Tabla de Contenidos: “…9.3.1 Need and Use of Drones in Agriculture -- 9.3.2 Best Agricultural Drone Practices in Precision Agriculture -- 9.4 Types of Precision Agriculture -- 9.4.1 Precision Seeding -- 9.4.1.1 Belt Type -- 9.4.1.2 Plate Type -- 9.4.1.3 Vacuum Type -- 9.4.1.4 Spoon Type -- 9.4.1.5 Pneumatic Type -- 9.4.1.6 Grooved Cylinder Type -- 9.4.2 Precision Soil Preparation -- 9.4.2.1 Grid Sampling -- 9.4.2.2 Direct Sampling -- 9.4.3 Precision Crop Management -- 9.4.4 Precision Fertilizing -- 9.4.4.1 Target Metrics -- 9.4.4.2 Bounded Field Metrics -- 9.4.4.3 Contemplate with the Temporal Situations -- 9.4.4.4 Study about the Responses from the Crop -- 9.4.5 Precision Harvesting -- 9.5 Use Cases of Agricultural Drones -- 9.5.1 Case Study: Reducing Herbicide Use in Brazil -- 9.5.2 Drones - VTOL and VTOL Hybrid Drones -- 9.5.3 Japan's Suitable Point of Reference -- 9.5.4 Using Drones to Spot Disease and Weed Infestations in Sugar Beets -- 9.6 Future of Agriculture Drones -- 9.6.1 Application of 3D Printing Technology to Food -- 9.6.2 Internet of Things (IoT) -- 9.6.3 Automation of Skills and Workforce -- 9.6.4 Data-Driven Farming -- 9.6.5 Chatbots -- 9.6.6 Drone Technology -- 9.6.7 Unmanned Aerial Vehicles -- 9.6.8 Blockchain and Securing the Agriculture Value Chain -- 9.6.9 Nanotechnology and Precision Agriculture -- 9.6.10 Food Sharing and Crowd Farming -- 9.6.11 Internet of Agro-Drone Things (IoDT) -- 9.7 Conclusion -- References -- 10. …”

Tabla de Contenidos: “…5.2 Spatial Multiplexing 90 -- 5.2.1 Principles of Operation 90 -- 5.2.2 Open Loop Spatial Multiplexing 92 -- 5.2.3 Closed Loop Spatial Multiplexing 94 -- 5.2.4 Matrix Representation 96 -- 5.2.5 Implementation Issues 99 -- 5.2.6 Multiple User MIMO 99 -- 5.3 Beamforming 101 -- 5.3.1 Principles of Operation 101 -- 5.3.2 Beam Steering 102 -- 5.3.3 Downlink Multiple User MIMO Revisited 103 -- References 104 -- 6 Architecture of the LTE Air Interface 105 -- 6.1 Air Interface Protocol Stack 105 -- 6.2 Logical, Transport and Physical Channels 107 -- 6.2.1 Logical Channels 107 -- 6.2.2 Transport Channels 107 -- 6.2.3 Physical Data Channels 108 -- 6.2.4 Control Information 109 -- 6.2.5 Physical Control Channels 110 -- 6.2.6 Physical Signals 111 -- 6.2.7 Information Flows 111 -- 6.3 The Resource Grid 111 -- 6.3.1 Slot Structure 111 -- 6.3.2 Frame Structure 113 -- 6.3.3 Uplink Timing Advance 115 -- 6.3.4 Resource Grid Structure 116 -- 6.3.5 Bandwidth Options 117 -- 6.4 Multiple Antenna Transmission 118 -- 6.4.1 Downlink Antenna Ports 118 -- 6.4.2 Downlink Transmission Modes 119 -- 6.5 Resource Element Mapping 119 -- 6.5.1 Downlink Resource Element Mapping 119 -- 6.5.2 Uplink Resource Element Mapping 121 -- References 123 -- 7 Cell Acquisition 125 -- 7.1 Acquisition Procedure 125 -- 7.2 Synchronization Signals 126 -- 7.2.1 Physical Cell Identity 126 -- 7.2.2 Primary Synchronization Signal 127 -- 7.2.3 Secondary Synchronization Signal 128 -- 7.3 Downlink Reference Signals 128 -- 7.4 Physical Broadcast Channel 129 -- 7.5 Physical Control Format Indicator Channel 130 -- 7.6 System Information 131 -- 7.6.1 Organization of the System Information 131 -- 7.6.2 Transmission and Reception of the System Information 133 -- 7.7 Procedures after Acquisition 133 -- References 134 -- 8 Data Transmission and Reception 135 -- 8.1 Data Transmission Procedures 135 -- 8.1.1 Downlink Transmission and Reception 135 -- 8.1.2 Uplink Transmission and Reception 137 -- 8.1.3 Semi Persistent Scheduling 139.…”

Tabla de Contenidos: “…-- Moran's I<br>4.3 Accounting for neighborhood <br>4.3.1 Accuracy of the neighborhood model <br>4.3.2 Spatial autocorrelation in the neighborhood model <br>4.3.3 Generalizability of the neighborhood model<br>4.4 Conclusion -- Features at multiple scales</p><p><strong>Geospatial risk modeling -- Predictive Policing </strong><br>5.1 New predictive policing tools <br>5.1.1 Generalizability in geospatial risk models <br>5.1.2 From Broken Windows Theory to Broken Windows Policing <br>5.1.3 Setup <br>5.2 Data wrangling: Creating the fishnet<br>5.2.1 Data wrangling: Joining burglaries to the fishnet <br>5.2.2 Wrangling risk factors <br>5.3 Feature engineering -- Count of risk factors by grid cell <br>5.3.1 Feature engineering -- Nearest neighbor features <br>5.3.2 Feature Engineering -- Measure distance to one point <br>5.3.3 Feature Engineering -- Create the final-net <br>5.4 Exploring the spatial process of burglary <br>5.4.1 Correlation tests <br>5.5 Poisson Regression <br>5.5.1 Cross-validated Poisson Regression <br>5.5.2 Accuracy & Generalzability <br>5.5.3 Generalizability by neighborhood context<br>5.5.4 Does this model allocate better than traditional crime hotspots? …”