Structural Health Monitoring
This online engineering PDH course examines the use of Artificial Intelligence (AI) and Machine Learning (ML) for Structural Health Monitoring (SHM) and infrastructure asset management.
Structural Health Monitoring combines sensor technologies with data analysis to assess the condition of infrastructure throughout its service life. AI and ML enhance traditional monitoring methods by identifying patterns in strain, vibration, acoustic emission, and imaging data, enabling earlier detection of structural issues and more effective asset management decisions.
Therefore, this course covers AI applications in structural damage detection, infrastructure condition assessment, inspection prioritization, and maintenance optimization for bridges, buildings, pavements, and water and wastewater systems. It also emphasizes engineering judgment, ISO 9001 risk-based thinking, quality management principles, and the responsible use of AI to support transparent, ethical, and defensible engineering decisions.
This 1 PDH online course is applicable to civil engineers and structural engineers, as well as other technical professionals interested in learning more about AI applications in Structural Health Monitoring and infrastructure asset management.
This PE continuing education course is intended to provide you with the following specific knowledge and skills:
- Familiarizing with AI and ML applications in Structural Health Monitoring and infrastructure asset management
- Learning how sensor data quality and uncertainty affect AI-assisted structural assessments
- Understanding feature extraction and anomaly detection techniques for structural monitoring data
- Learning how to evaluate AI model performance using common validation metrics
- Understanding risk-based prioritization for maintenance planning using AI-supported insights
- Learning how to integrate AI outputs into inspection and asset management workflows
- Familiarizing with documentation and ethical practices for responsible AI use in engineering.
Upon successful completion of the quiz, print your Certificate of Completion instantly. (Note: if you are paying by check or money order, you will be able to print it after we receive your payment.) For your convenience, we will also email it to you. Please note that you can log in to your account at any time to access and print your Certificate of Completion.