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Tabla de Contenidos: “…4.1.2 Choosing the correct battery -- 4.1.3 Positioning the vehicle battery -- 4.2 Lead-acid batteries -- 4.2.1 Construction -- 4.2.2 Battery rating -- 4.3 Maintenance, charging and testing batteries -- 4.3.1 Maintenance -- 4.3.2 Charging the lead-acid battery -- 4.3.3 Servicing batteries -- 4.3.4 Battery faults -- 4.3.5 Testing batteries -- 4.3.6 Safety -- 4.4 Advanced battery technology -- 4.4.1 Electrochemistry -- 4.4.2 Electrolytic conduction -- 4.4.3 Ohm's law and electrolytic resistance -- 4.4.4 Electrochemical action of the lead-acid battery -- 4.4.5 Characteristics -- 4.4.6 Peukert's Law -- 4.5 Developments in electrical storage -- 4.5.1 Lead-acid -- 4.5.2 Alkaline -- 4.5.3 ZEBRA -- 4.5.4 Sodium sulphur -- 4.5.5 Swing -- 4.5.6 Fuel cells -- 4.5.7 Super-capacitors -- 4.5.8 Summary -- 4.6 Updates -- 4.6.1 Micro batteries research -- 4.6.2 Lead-acid batteries update -- 4.6.3 Battery diagnostics -- Chapter 5 Charging -- 5.1 Requirements of the charging system -- 5.1.1 Introduction -- 5.1.2 Basic operating principles -- 5.1.3 Vehicle electrical loads -- 5.2 Charging system principles -- 5.2.1 Basic principles -- 5.2.2 Charging voltages -- 5.2.3 Charging circuits -- 5.2.4 Generation of electricity -- 5.2.5 Rectification of AC to DC -- 5.2.6 Regulation of output voltage -- 5.3 Alternators -- 5.3.1 Bosch compact alternator -- 5.3.2 Efficient alternators -- 5.3.3 Water-cooled alternators -- 5.3.4 Denso high-output alternators -- 5.3.5 Charging system testing procedure -- 5.4 Smart charging -- 5.4.1 Introduction and closed loop regulation -- 5.4.2 Open loop regulation -- 5.4.3 Engine performance -- 5.4.4 Fault conditions -- 5.4.5 Summary -- 5.5 Advanced charging system technology -- 5.5.1 Charging system - problems and solutions -- 5.5.2 Charge balance calculation -- 5.5.3 Alternator characteristics -- 5.5.4 Mechanical and external considerations…”

Tabla de Contenidos: “…6.7.3 Attention Mechanism Network -- 6.7.4 Graph Convolutional Neural Network -- 6.8 Hands-On of Automobile Fuel Consumption Prediction -- 6.8.1 Dataset -- 6.8.2 Create a Network -- 6.8.3 Training and Testing -- 6.9 References -- Chapter 7: Backward Propagation Algorithm -- 7.1 Derivatives and Gradients -- 7.2 Common Properties of Derivatives -- 7.2.1 Common Derivatives -- 7.2.2 Common Property of Derivatives -- 7.2.3 Hands-On Derivative Finding -- 7.3 Derivative of Activation Function -- 7.3.1 Derivative of Sigmoid Function -- 7.3.2 Derivative of ReLU Function -- 7.3.3 Derivative of LeakyReLU Function -- 7.3.4 Derivative of Tanh Function -- 7.4 Gradient of Loss Function -- 7.4.1 Gradient of Mean Square Error Function -- 7.4.2 Gradient of Cross-Entropy Function -- 7.5 Gradient of Fully Connected Layer -- 7.5.1 Gradient of a Single Neuron -- 7.5.2 Gradient of Fully Connected Layer -- 7.6 Chain Rule -- 7.7 Back Propagation Algorithm -- 7.8 Hands-On Optimization of Himmelblau -- 7.9 Hands-On Back Propagation Algorithm -- 7.9.1 Dataset -- 7.9.2 Network Layer -- 7.9.3 Network model -- 7.9.4 Network Training -- 7.9.5 Network Performance -- 7.10 References -- Chapter 8: Keras Advanced API -- 8.1 Common Functional Modules -- 8.1.1 Common Network Layer Classes -- 8.1.2 Network Container -- 8.2 Model Configuration, Training, and Testing -- 8.2.1 Model Configuration -- 8.2.2 Model Training -- 8.2.3 Model Testing -- 8.3 Model Saving and Loading -- 8.3.1 Tensor Method -- 8.3.2 Network Method -- 8.3.3 SavedModel method -- 8.4 Custom Network -- 8.4.1 Custom Network Layer -- 8.4.2 Customized Network -- 8.5 Model Zoo -- 8.5.1 Load Model -- 8.6 Metrics -- 8.6.1 Create a Metrics Container -- 8.6.2 Write Data -- 8.6.3 Read Statistical Data -- 8.6.4 Clear the Container -- 8.6.5 Hands-On Accuracy Metric -- 8.7 Visualization -- 8.7.1 Model Side -- 8.7.2 Browser Side…”

Tabla de Contenidos: “…Data Center Facilities and Cost -- 4 Data Center Facilities -- 4.1 Basic Understanding of a Data Center -- 4.1.1 Definition of Data Center -- 4.1.2 Data Center Architecture -- 4.2 Data Center Capacity Planning -- 4.2.1 Data Center Site Selection -- 4.2.1.1 The environment -- 4.2.1.2 The power -- 4.2.1.3 The payload and IT workload -- 4.2.1.4 The policy -- 4.2.1.5 The human factor -- 4.2.1.6 The network -- 4.2.2 Data Center Performance -- 4.2.2.1 Site availability…”

Tabla de Contenidos: “…Additional data sharing facilities -- 4.1 OSAM Coupling Facility data caching -- 4.1.1 Why use OSAM CF data caching -- 4.1.2 Requirements for OSAM CF data caching -- 4.1.3 The store-through cache structure -- 4.1.4 Requesting data caching -- 4.1.5 An OSAM cache modification example -- 4.1.6 General guidelines to improve performance with OSAM DB CF caching -- 4.2 Fast Path DEDB VSO sharing -- 4.2.1 Components of the VSO data sharing solution -- 4.2.2 VSO store-in cache structure and host elements interface -- 4.2.3 IMS Version 8 additional Coupling Facility support for SVSO…”

Tabla de Contenidos: “…5.1 Programming "How-To -- 5.1.1 Program Structure -- 5.1.2 Using Set() -- 5.1.3 Labels and Goto() -- 5.1.4 While() Loops -- 5.1.5 GotoIf() Conditional -- 5.1.6 Gosub() Subroutines -- 5.2 Variables -- 5.2.1 Expanding Variables in an Extension -- 5.2.2 General Considerations -- 5.2.3 Defining Global Variables in extensions.conf -- 5.2.4 Defining Variables with Set() -- 5.2.5 Inheritance of Channel Variables -- 5.2.6 System Channel Variables -- 5.2.7 Manipulating Variables -- 5.3 Special Extensions -- 5.3.1 The h Extension -- 5.3.2 The i Extension -- 5.3.3 The o and a Extensions -- 5.3.4 The t and T Extensions -- 5.3.5 The s Extension -- 5.4 Macros -- 5.5 Deprecated Features -- Chapter 6 Asterisk Extension Language -- 6.1 CLI Commands for AEL -- 6.2 aelparse -- 6.3 Comparing extensions.conf with extensions.ael -- 6.3.1 Line Termination -- 6.3.2 Contexts, Extensions, and Priorities -- 6.3.3 Comments -- 6.3.4 Includes -- 6.3.5 Global Variables -- 6.3.6 Expressions and Variable Assignment -- 6.3.7 Labels, goto, and jump -- 6.3.8 Conditionals -- 6.3.9 Loops -- 6.3.10 Macros -- 6.3.11 Hints -- 6.3.12 Filtering by Caller ID -- 6.4 Choosing between extensions.ael and extensions.conf -- Chapter 7 Protocols -- 7.1 Network Protocols -- 7.1.1 Transmission Control Protocol -- 7.1.2 User Datagram Protocol -- 7.2 Channels -- 7.3 Peers, Users, and Friends -- 7.4 IAX Versus SIP -- Chapter 8 Making Connections -- 8.1 Codecs -- 8.1.1 What Does a Codec Do? -- 8.1.2 Performance -- 8.1.3 Configuring Codecs -- 8.1.4 Commonly Used Codecs -- 8.1.5 Bandwidth and Trunking -- 8.2 Integrated Services Digital Network -- 8.2.1 ISDN Basics -- 8.2.2 Choosing an ISDN Card -- 8.2.3 Media Gateways -- 8.3 Analog Telephony -- 8.3.1 Connecting Analog Devices -- 8.3.2 Analog Telephone Adapter -- Chapter 9 Voicemail -- 9.1 Example Implementations -- 9.1.1 An Example Home System…”

Tabla de Contenidos: “…UNIX systems integration -- 12.1 NFS protocol on NAS Gateway 500 -- 12.2 Configuring NFS shares on NAS Gateway 500 -- 12.2.1 Configuring NFS shares through WebSM -- 12.2.2 Configuring NFS shares with SMIT -- 12.3 Access NAS Gateway 500 file service from AIX -- 12.3.1 Mounting an NFS file system on AIX -- 12.3.2 AIX NFS mount problem determination -- 12.3.3 Tuning AIX to improve NAS Gateway 500 NFS performance -- 12.4 Access NAS Gateway 500 file service from HP-UX -- 12.4.1 Mounting a NAS Gateway 500 NFS filesystem on HP-UX -- 12.4.2 HP-UX NFS mount problem determination -- 12.5 Access NAS Gateway 500 file service from Solaris -- 12.5.1 Mounting a NAS Gateway 500 NFS filesystem on Solaris -- 12.5.2 Solaris NFS mount problem determination -- Chapter 13. …”

Tabla de Contenidos: “…4.1.1 Specifying form properties -- 4.1.2 Giving the form a window title -- 4.1.3 Form events -- 4.2 Creating a field -- 4.2.1 Performing a test run -- 4.2.2 Sharing and reusing a field -- 4.2.3 Field types -- 4.2.4 Field properties -- 4.2.5 Special fields -- 4.2.6 Field events -- 4.2.7 Examples using different field types and events -- 4.3 Sharing design elements with subforms -- 4.3.1 Creating a new subform -- 4.3.2 Removing subforms -- 4.3.3 Adding subforms to a form -- 4.4 Displaying a different form to Web, Notes, and mobile users -- 4.5 Layout regions -- 4.6 Working with collapsible sections -- 4.6.1 Creating a collapsible section -- 4.7 Using tables -- 4.7.1 Creating tables within tables -- 4.7.2 Merging and splitting cells -- 4.7.3 Table properties -- 4.8 Actions -- 4.8.1 Creating an action -- 4.8.2 Removing an action -- 4.8.3 Action properties -- 4.8.4 Action bar properties -- 4.9 Embedded elements -- 4.9.1 Embedded editors -- 4.9.2 Embedded navigators -- 4.9.3 Embedded date picker -- 4.9.4 Embedded outline control -- 4.9.5 Embedded view -- 4.9.6 Embedded group scheduling control -- 4.9.7 Embedded folder pane -- 4.9.8 Embedded file upload control -- 4.10 Other features of forms -- 4.10.1 Horizontal rules -- 4.10.2 Computed text -- 4.10.3 Buttons, Action bar buttons, and hotspots -- 4.11 Images within forms -- 4.11.1 Copying images -- 4.11.2 Importing pictures -- 4.11.3 Using Image Resource -- 4.11.4 Alternate text -- 4.12 Using CGI variables -- 4.12.1 Table of CGI variables supported by Domino -- 4.12.2 Using a field to capture CGI variables -- 4.12.3 Using a LotusScript agent to capture CGI variables -- 4.13 Profile documents -- 4.13.1 Creating a profile form -- 4.13.2 Creating and retrieving profile documents using LotusScript -- 4.14 New features in Domino Designer 6 -- 4.15 Summary -- Chapter 5. …”