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Apprentice Mode
10 Modules / ~100 pages
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~25 Modules / ~400 pages

Integrating IoT with Structural Health Monitoring
( 30 Modules )

Module #1
Introduction to Structural Health Monitoring (SHM)
Overview of SHM, importance, and applications
Module #2
Fundamentals of IoT and its Applications
Introduction to IoT, architecture, and applications in industries
Module #3
Sensors and Data Acquisition in SHM
Types of sensors, data acquisition systems, and data processing for SHM
Module #4
IoT-Based Sensing Technologies for SHM
IoT-enabled sensors, wireless sensor networks, and IoT-based data acquisition systems
Module #5
Communication Protocols for IoT in SHM
Overview of IoT communication protocols, such as LoRaWAN, NB-IoT, and WiFi
Module #6
Data Processing and Analytics for SHM
Introduction to data processing, feature extraction, and data analytics for SHM
Module #7
Machine Learning and AI in SHM
Introduction to machine learning and AI applications in SHM, including damage detection and prognosis
Module #8
Cloud-Based Infrastructure for IoT in SHM
Cloud-based infrastructure for IoT data storage, processing, and analytics
Module #9
Edge Computing for Real-Time SHM
Edge computing concepts, architectures, and applications in SHM
Module #10
Security and Privacy in IoT-Based SHM
Security threats, vulnerabilities, and best practices for IoT-based SHM systems
Module #11
Gateway and Router Technologies for IoT in SHM
Gateway and router technologies for IoT data transmission and routing
Module #12
Power Harvesting and Energy Management for IoT Devices
Power harvesting, energy management, and energy efficiency for IoT devices in SHM
Module #13
Case Studies:IoT-Based SHM in Bridges
Real-world examples of IoT-based SHM applications in bridges
Module #14
Case Studies:IoT-Based SHM in Buildings
Real-world examples of IoT-based SHM applications in buildings
Module #15
Case Studies:IoT-Based SHM in Dams and Hydraulic Structures
Real-world examples of IoT-based SHM applications in dams and hydraulic structures
Module #16
Challenges and Limitations of IoT-Based SHM
Challenges, limitations, and future directions of IoT-based SHM
Module #17
Standards and Regulations for IoT-Based SHM
Standards, regulations, and guidelines for IoT-based SHM systems
Module #18
Future Directions and Emerging Trends in IoT-Based SHM
Emerging trends, innovations, and future directions of IoT-based SHM
Module #19
Hands-on Exercise:Setting up an IoT-Based SHM System
Practical exercise on setting up an IoT-based SHM system using real-world examples
Module #20
Hands-on Exercise:Analytics and Machine Learning for SHM
Practical exercise on applying machine learning and analytics for SHM using IoT data
Module #21
Group Project:Developing an IoT-Based SHM Solution
Group project to develop an IoT-based SHM solution for a real-world infrastructure
Module #22
Industry Expert Session:IoT-Based SHM in Practice
Industry expert session on IoT-based SHM implementation, challenges, and best practices
Module #23
IoT-Based SHM for Condition-Based Maintenance
Applying IoT-based SHM for condition-based maintenance and predictive maintenance
Module #24
IoT-Based SHM for Structural Integrity Assessment
Applying IoT-based SHM for structural integrity assessment and damage detection
Module #25
IoT-Based SHM for Infrastructure Resilience
Applying IoT-based SHM for infrastructure resilience and sustainability
Module #26
SCADA Systems for IoT-Based SHM
Supervisory control and data acquisition (SCADA) systems for IoT-based SHM
Module #27
Cyber-Physical Systems for IoT-Based SHM
Cyber-physical systems for IoT-based SHM, including integration of physical and digital worlds
Module #28
Digital Twins for IoT-Based SHM
Digital twin concepts and applications for IoT-based SHM
Module #29
Data-Driven Decision Making for SHM
Data-driven decision-making frameworks for SHM using IoT data
Module #30
Course Wrap-Up & Conclusion
Planning next steps in Integrating IoT with Structural Health Monitoring career


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