The damage identification process provides relevant information about the current state of a
structure under inspection, and it can be approached from two different points of view. The …

This paper aims to review high-dimensional data analytic (HDDA) methods for structural
health monitoring (SHM) and non-destructive evaluation (NDE) applications. High …

The present state of condition monitoring of civil infrastructure involves the application of a
large number of contact-based vibration sensors at different locations of the structures. The …

Stay-cables in the cable-stayed bridge are the most vital components as they carry the
bridge deck's load and transmit the force to the bridge pylons. However, dynamics loads due …

Recent developments in sensing and monitoring techniques have led to the generation of
high-dimensional data in the field of civil engineering. High-dimensional data analytics …

Full-field online sensing provides dense spatial information of vibrating structures in real-
time. Such compact sensing is essential to pinpoint the location of possible damage and for …

In this paper, a newly developed multi-agent meta-heuristic method, named Cyclical
Parthenogenesis Algorithm (CPA), is incorporated into a guided modal strain energy based …

In structural vibration response sensing, mobile sensors offer outstanding benefits as they
are not dedicated to a certain structure; they also possess the ability to acquire dense spatial …

In civil, mechanical, and aerospace structures, full-field measurement has become
necessary to estimate the precise location of precise damage and controlling purposes …

The long-term structural health monitoring (SHM) provides massive data, leading to a high
demand for data transmission and storage. Compressive sensing (CS) has great potential in …