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Intelligent Machining · LearnSpace
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Intelligent Machining

Курс от University at Buffalo, The State University of New York
Начальный≈ 10.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Manufacturers are increasingly utilizing machine tools that are self-aware – they perceive their own states and the state of the surrounding environment – and are able to make decisions related to machine activity processes. This is called intelligent machining, and through this course students will receive a primer on its background, tools and related terminology. Learn how the integration of smart sensors and controls are helping to improve productivity. You’ll be exposed to various sensors and sensing techniques, process control strategies, and open architecture systems that can be leveraged to enable intelligent machining. This course will prepare you to contribute to the implementation of intelligent machining projects. Main concepts of this course will be delivered through lectures, readings, discussions and various videos. This is the fifth course in the Digital Manufacturing & Design Technology specialization that explores the many facets of manufacturing’s “Fourth Revolution,” aka Industry 4.0, and features a culminating project involving creation of a roadmap to achieve a self-established DMD-related professional goal. To learn more about the Digital Manufacturing and Design Technology specialization, please watch the overview video by copying and pasting the following link into your web browser: https://youtu.be/wETK1O9c-CA

Навыки, которые вы освоите

Machine ControlsManufacturing ProcessesDigital Signal ProcessingControl SystemsProcess ControlProgrammable Logic ControllersSystems ArchitectureSoftware SystemsDigital TransformationAutomationManufacturing OperationsReal-Time Operating SystemsSoftware ArchitectureProduction Process

Программа курса

4 модулей · 49 учебных материалов

01Introduction to Intelligent Machining 12 материалов

1. Value Proposition: Why Intelligent Machining

Introduction to Intelligent MachiningВидеоMachining BasicsВидеоResources: Why Intelligent MachiningЧтениеSelf-checkЗадание

Учитесь у экспертов

Rahul Rai

Associate Professor

Intelligent Machining
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Обучение на Coursera

≈ 10.9 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Ория, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

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AcknowledgementsЧтение

2. What Constitutes an Intelligent Machine?

The Evolution of Intelligent MachiningВидеоResources: What Constitutes an Intelligent Machine?ЧтениеSelf-checkЗадание

3. Components of Intelligent Machining

Components of Intelligent MachiningВидеоResources: Components of Intelligent MachiningЧтениеSelf-checkЗадание

Week 1 Evaluation

Introduction to Intelligent MachiningЗадание
02Sensors and Sensing Techniques13 материалов

1. Types of Sensors

SensorsВидеоResources: Types of SensorsЧтениеSelf-checkЗадание

2. Signal Processing

Signal ProcessingВидеоResources: Signal ProcessingЧтениеSelf-checkЗадание

3. Machine Learning: Setting the context

Transforming Data into InformationВидеоResources: Machine Learning: Setting the ContextЧтениеSelf-checkЗадание

4. Machine Learning/Artificial Intelligence (AI) in Sensing

Practical Uses of Machine LearningВидеоSelf-checkЗадание

Week 2 Evaluation

Sensors and Sensing TechniquesЗаданиеLet's talk robotics!Обсуждение
03Process Control Strategies13 материалов

1. Introduction to Process Control

Programmable Logic Controllers (PLC)ВидеоResources: Introduction to Machining Process ControlЧтениеSelf-checkЗадание

2. Process Control Systems & Robotics

Closed Loop Process Control SystemsВидеоResources: Adaptive Control with OptimizationЧтениеSelf-checkЗадание

3. Machining Force Control

Introduction to Adaptive ControlВидеоResources: Machining Force ControlЧтениеSelf-checkЗадание

4. Manufacturing Process Control: Commonly Used Software

Commercially Available SoftwareВидеоResources: Manufacturing Process Control: Commonly Used SoftwareЧтениеSelf-checkЗадание

Week 3 Evaluation

Process Control StrategiesЗадание
04Future Directions in Advanced Machining11 материалов

1. Future Directions

Intelligent Machining and the FutureВидеоResources: Future Directions in Advanced MachiningЧтениеSelf-checkЗадание

2. DMD Tech Talk

Tech Talk on MetrologyВидео

Week 4 Evaluation

Future DirectionsЗадание

Specialization Project

Your 4.0 Roadmap to SuccessВидеоYour 4.0 Roadmap to Success -- ResourcesЧтениеYour Roadmap Project: Step 5ЧтениеYour 4.0 Roadmap to Success in Digital Manufacturing and Design TechnologyОбсуждение

Course Key Takeaways and Course References

Intelligent Machining- Key TakeawaysЧтениеIntelligent Machining- Course ReferencesЧтение