Infrastructure monitoring is used to collect health and performance data from servers, virtual machines, containers, databases, and other backend components in a tech stack.

Mar 1, 2025 · The integration of AI into SHM represents a transformative advances in infrastructure monitoring and maintenance. As demonstrated in this review, AI has significantly expanded SHM …

Dec 7, 2024 · This study explores the growing influence of artificial intelligence (AI) on structural health monitoring (SHM), a critical aspect of infrastructure maintenance and safety.

Oct 3, 2025 · This chapter provides a comprehensive review of the current state of civil infrastructure in the U.S. and selected developing regions, highlighting advancements in structural health monitoring …

Nov 17, 2025 · Learn what infrastructure monitoring is, how it keeps systems running smoothly, and explore how it works along with key benefits and use cases.

SHM enhances the resilience of structures by providing real-time data on their health and supporting proactive decision-making during extreme events such as earthquakes, floods, or hurricanes. …

3 days ago · Structural health monitoring (SHM) is crucial for ensuring the safety and longevity of infrastructure. Traditional SHM methods rely on periodic inspections and centralized data processing, …

That’s exactly what structural health monitoring (SHM) is designed to do. By continuously collecting data on the physical condition of infrastructure, SHM allows engineers to detect small changes long …

Feb 16, 2025 · What Is Structural Health Monitoring (SHM)? SHM is the process of continuously assessing a structure’s performance, integrity, and safety using advanced sensors, data analytics, …

5 days ago · Structural health monitoring (SHM) underpins the safety and reliability of assets across civil engineering, aerospace, and industrial sectors. In construction and infrastructure monitoring, …