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Building Smart Factory In The Era Of Ai And Industry 4.0
Last updated 9/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 14.01 GB | Duration: 6h 21m
A complete guide for professional, managers, engineers
What you'll learn
Understand Smart Factory in the Era of Industry 4.0
Understand Industry 4.0 Technologies and Applications
The Why, What and How to develop a Smart Factory
Business Model and Startegy
Requirements
All stakeholders involving in Smart Factory.
Description
From Automation to AutonomyAbout twelve years after entering the global manufacturing sector's consciousness, Industry 4.0 seems to have lost much of its novelty. Its principles, technologies, market drivers, and national government policies have become known quantities. Smart factories, the intelligent, hyper-connected production plants at the centre of Industry 4.0, have been translated into detailed analysis and development objects. Our existing manufacturing automation refers to using control and information systems to automate and streamline various production processes, eliminate manual processes, reduce human error and increase productivity. Manufacturing systems are supposed to operate independently, without the need for direct human control. This will involve using advanced technologies such as artificial intelligence, machine learning and autonomous robots to create autonomous production systems that can operate without human intervention, leading to higher production speeds, improved quality and better customer satisfaction.After three years of a tumbling journey throughout COVID, analysts predict even more robust future growth for smart factories and their contributions to global economic growth. The study by Markets and Markets (Jan 2023) claims that within the next five years, the Industry 4.0 market size will project to reach USD 165.6 billion by 2026 from USD 73.9 billion in 2022 at a GAGR of 20.6%. At the centre of such forecast lies the Smart Factory, which will produce more goods and services at lower costs as the source of these gains. Manufacturers predict that by 2030, smart factories will drive a USD138 billion market.Whether one believes that the oversized benefits these and other reports describe are achievable, smart factories' global growth across manufacturing is a real trend, one worth another look.
Overview
Section 1: Chapter 1: Smart Factory Introduction
Lecture 1 Smart Factory Introduction 1: From Automation to Autonomy
Lecture 2 Smart Factory Introduction 2: Big Changes in the Global Manufacturing Sector
Lecture 3 Smart Factory Introduction 3: Manufacturing in the Future
Lecture 4 Smart Factory Introduction 4: Manufacturing is not Monolithic
Lecture 5 Smart Factory Introduction 5: A new phase of uncertainty and active changes
Lecture 6 Smart Factory Introduction 6: Policy maker in developing new approaches
Lecture 7 Smart Factory Introduction 7: Potential Manufacturing Pitfalls
Lecture 8 Smart Factory Introduction 8: Defending the 21at century factory
Lecture 9 Smart Factory Introduction 9: The challenges of smart factory
Lecture 10 Smart Factory Introduction 10: Pillars of smart factory
Lecture 11 Smart Factory Introduction 11: Smart Factory Benefits
Section 2: Chapter 2: Smart Factory Technologies: Industrial Internet of Things (IIoT)
Lecture 12 Industrial Internet of Things
Lecture 13 The World of Internet-connected Devices
Lecture 14 Operation Reliability
Lecture 15 How iIoT Improve Manufacturing Operations
Lecture 16 Best of two worlds: hybrid cloud services
Lecture 17 Real-Life iIoT Manufacturing Use Cases
Lecture 18 Easier-to-manage scale up
Lecture 19 Why Manufacturers Need an iIoT Platform
Section 3: Chapter 3: Smart Factory Technologies: Cloud Computing
Lecture 20 Cloud Computing
Lecture 21 Cloud computing in manufacturing
Lecture 22 Public cloud-enabled operations
Lecture 23 Best of two worlds: hybrid cloud services
Lecture 24 Product development
Lecture 25 Easier-to-manage scale up
Lecture 26 Manufacturing Challenges of Cloud Computing
Lecture 27 Specialized knowledge and experience
Lecture 28 Managing multiple clouds
Lecture 29 Edge computing
Lecture 30 Edge computing benefits
Section 4: Chapter 4: Smart Technologies: Big Data Management
Lecture 31 Big Data Management
Lecture 32 Big Data Analytics in Manufacturing
Lecture 33 Data's Role in Smart Factory
Lecture 34 Integrating Cyber-Physical Systems
Lecture 35 Smart Factory Big Data Management
Lecture 36 Data Analytics on the Shopfloors
Lecture 37 Analytics-based Decision Support
Lecture 38 Data Analytics in Action
Lecture 39 Analytics Process
Lecture 40 Industrial A.I. in Manufacturing - and its Value
Section 5: Chapter 5: Smart Technologies: Introduction of AI
Lecture 41 Introduction of AI
Lecture 42 Overview of AI/ML Technologies
Lecture 43 OEE as an Example Showcasing AI
Lecture 44 Challenges for Implementing AI/ML in Smart
Section 6: Chapter 6: Smart Technologies: Augmented Reality for Smart Factory
Lecture 45 Augmented Reality for Smart Factory
Lecture 46 Augmented Reality in Manufacturing
Lecture 47 Market Landscape, Outlook, and Challenges
Section 7: Chapter 7: Smart Technologies: Cyber-Physical Systems and Simulations
Lecture 48 Cyber-Physical Systems and Simulations
Lecture 49 Simulation in a Manufacturing Context
Lecture 50 Simulation Tools in Manufacturing Processes
Lecture 51 Use Cases of Simulation in Manufacturing
Lecture 52 Obstacles to CPS-Based Simulation
Lecture 53 Paving the Way for Multidisciplinary Simulation
Section 8: Chapter 8: Smart Technologies: Advanced Automation & Smart Robots
Lecture 54 Advanced Automation & Smart Robots
Lecture 55 CNC Machining Process
Lecture 56 Industrial Robots
Lecture 57 How Industrial Robots Work
Lecture 58 RPA in Action
Lecture 59 Robotics - as - a -Service: Installed Base and Forecasts
Lecture 60 Future of Robotics in Manufacturing
Section 9: Chapter 9: Smart Technologies: 3D Printing - Additive Manufacturing
Lecture 61 3D Printing - Additive Manufacturing
Lecture 62 Who Conduct Additive Manufacturin
Lecture 63 How Additive Manufacturing Works
Lecture 64 Additive Manufacturing Processes
Lecture 65 AM Technologies - Today and Tomorrow
Section 10: Chapter 10: Smart Factory Integration
Lecture 66 Integrating Smart Factory Operations
Lecture 67 Integration - A OT/IT Convergence Journey
Lecture 68 Integration Use Cases
Lecture 69 Integrating Your Smart Factory - A Strategy
Lecture 70 OPC UA
Lecture 71 Open Standard or Platform Solutions
Lecture 72 Choose the Right Protocols for Project
Section 11: Chapter 11: Securing Smart Factory
Lecture 73 Securing Smart Factory
Lecture 74 Three Ways that Cyberattacck Wreak Havoc
Lecture 75 Securing Risk and Industry 4.0 Development
Lecture 76 Why ICS Security is Always a Challenge
Lecture 77 Zero Trust - Managing IT and ICS Cybersecurity
Lecture 78 Building Your Corporate Cybersecurity Strategy
Section 12: Chapter 12: Industry Best Practice - LEAN Manufacturing
Lecture 79 Industry Best Practice - LEAN Manufacturing
Lecture 80 Key LEAN Manufacturing Concepts
Lecture 81 House of LEAN
Section 13: Chapter 13: ESG for Smart Factory
Lecture 82 ESG for Smart Factory
Lecture 83 ESG in a Smart Factory's Context
Lecture 84 ESG Use Case for Manufacturing Enterprise; Nestle Smart Factory
Lecture 85 ESG Challenges and Solutions
Section 14: Chapter 14: Building a Smart Factory
Lecture 86 Building a Smart Factory
Lecture 87 Making Your Factory Smart
Lecture 88 Final Thoughts
Business owners of manufacturing, investors, automation supplier, system integrators and consultants
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