Maintenance Management: AI in Predictive Maintenance

Welcome to ourcourse,

We will guide you through the intricacies of facility management and empower you with the skills necessary to excel in this ever-evolving field.

This comprehensive Course is designed to equip you with a deep understanding of:

• Facility management concepts.

• Maintenance strategies.

• The transformative impact of Artificial Intelligence (AI) on predictive maintenance.

Our Course content will be as follows:

Section 1: Exploring Facility Maintenance Fundamentals

• Understanding Facility Management Concepts

• What Is Facilities Management?

• Why Is Facilities Management Important?

• How Is A Facilities Management Department Structured?

• Exploring the Essentials of Facilities Management

• Facilities Management Functions.

• Hard Services Vs. Soft Services.

• Facility manager vs. property manager.

• Facilities Management Technology.

• Unpacking Facility Maintenance & Understanding Maintenance Strategies

• What Is Facility Maintenance?

• What’s different about facility maintenance compared with other types of maintenance?

Section 2: Equipment and Asset Health Basics

• Recognizing Pivotal Assets And Systems Within A Facility.

• What are Critical assets?

• What Is a Criticality Analysis?

• Classifications of Assets by Criticality.

• How To Treat Critical Assets.

• Benefits of an Asset Criticality Analysis.

• KPI’s – Fundamentals Of Asset Performance Indicators And Metrics For Reliability Assessment.

• KPIs That Organizations Can Consider Incorporating Into Their Asset Management Practices.

• Benefits of Utilizing KPIs for Effective Asset Management.

• Evaluating The Impact Of Preventive Maintenance On Equipment Longevity

• Preventive Maintenance Is Crucial For The Longevity And Efficiency Of Your Business Equipment.

• Types Of Preventive Maintenance.

Section 3: Understanding Predictive Maintenance Principles

• Shifting From A Reactive Approach To Embracing The Proactive Benefits Of Predictive Maintenance.

• Main Maintenance Strategies.

• Exploring The Definition And Advantages Of Predictive Maintenance.

• What is predictive maintenance?

• When is predictive maintenance suitable?

• Who uses predictive maintenance?

• How is predictive maintenance used?

• Advantages Of Predictive Maintenance.

• Disadvantages Of Predictive Maintenance.

• The Impact Of Predictive Maintenance.

• Predictive vs. preventive maintenance.

Section 4: Harnessing Artificial Intelligence for Facilities Management

• Embarking On An Exploration Of AI World And Main Concepts

• Brief History of AI.

• What is Artificial intelligence (AI)?

• Artificial Intelligence vs Machine Learning vs Deep Learning

• What is generative AI?

• Exploring The Benefits Of AI Across Different Components In Facilities Management System

• General View of AI Role in Facility Management.

• AI Impact On Facility Management.

• What will the future of facilities management look like with AI?

• Understanding How AI Elevates Predictive Maintenance Capabilities

• Overview.

• How does predictive maintenance work?

• Predictive maintenance challenges.

• Potential uses of  Predictive Maintenance in industries.

Section 5: The Significance of Artificial Intelligence in Predictive Maintenance

• Various Categories Of Tools Employed In Predictive Maintenance.

• Introduction.

• What are predictive maintenance tools?

• How Predictive maintenance works.

• Some Predictive Maintenance Tools examples.

• Software’s Used In Predictive Maintenance Tools.

• Case Study on Machine Learning in Predictive Maintenance

• Example 1

• Example 2

• Digital Transformation in Asset Management: A Comparative Analysis of Predictive Maintenance Solutions

• Summary

Upon completion of our course, you will emerge with a comprehensive understanding of :

• Facility management concepts.

• Essential maintenance strategies.

• The transformative role of Artificial Intelligence (AI) in predictive maintenance.

• Equipped to assess asset performance using Key Performance Indicators (KPIs).

• Shift from reactive to proactive maintenance approaches.

• Explore various tools for predictive maintenance.

The course also includes a practical case study on Machine Learning and a comparative analysis of predictive maintenance solutions, ensuring students are well-prepared to navigate the evolving landscape of digital transformation in asset management.

About Us

Engineering Hub Academy, founded in July 2021, is a dynamic and innovative online platform dedicated to providing high-quality education to students from all over the world. With over 40,000 students enrolled, we are a leading provider of mechanical engineering courses.

Our team of experienced instructors and engineers bring their expertise and industry insights to each course, ensuring that our students receive a comprehensive education that prepares them for real-world challenges. Our courses are designed to be interactive and engaging, featuring a combination of lectures, exercises, and practical projects that allow students to apply what they’ve learned in real-world situations.

At Engineering Hub Academy, we are committed to providing an exceptional learning experience for our students. Whether you’re a beginner looking to start a new career in mechanical engineering or a seasoned professional looking to expand your knowledge, we have a course that’s right for you. Join us today and start your journey toward a successful career in mechanical engineering!

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Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!