Multimodal data fusion for systems improvement: A review
In recent years, information available from multiple data modalities has become increasingly
common for industrial engineering and operations research applications. There have been a …
common for industrial engineering and operations research applications. There have been a …
High-dimensional data analytics in structural health monitoring and non-destructive evaluation: A review paper
H Momeni, A Ebrahimkhanlou - Smart Materials and Structures, 2022 - iopscience.iop.org
This paper aims to review high-dimensional data analytic (HDDA) methods for structural
health monitoring (SHM) and non-destructive evaluation (NDE) applications. High …
health monitoring (SHM) and non-destructive evaluation (NDE) applications. High …
Dual process monitoring of metal-based additive manufacturing using tensor decomposition of thermal image streams
Additive manufacturing (AM) processes are subject to lower stability compared to their
traditional counterparts. The process inconsistency leads to anomalies in the build, which …
traditional counterparts. The process inconsistency leads to anomalies in the build, which …
In-situ point cloud fusion for layer-wise monitoring of additive manufacturing
Additive manufacturing (AM) has received an increasing attention in the manufacturing
sector, owing to its high-level design freedom and enhanced capability to produce parts with …
sector, owing to its high-level design freedom and enhanced capability to produce parts with …
Securing cyber-physical additive manufacturing systems by in-situ process authentication using streamline video analysis
In cyber-physical systems (CPS) of additive manufacturing (AM), cyber-attacks may
significantly alter the design of the AM part, compromising its mechanical properties and …
significantly alter the design of the AM part, compromising its mechanical properties and …
Multifractal analysis of image profiles for the characterization and detection of defects in additive manufacturing
Metal-based powder-bed-fusion additive manufacturing (PBF-AM) is gaining increasing
attention in modern industries, and is a promising direct manufacturing technology. Additive …
attention in modern industries, and is a promising direct manufacturing technology. Additive …
Real-time monitoring of high-dimensional functional data streams via spatio-temporal smooth sparse decomposition
High-dimensional data monitoring and diagnosis has recently attracted increasing attention
among researchers as well as practitioners. However, existing process monitoring methods …
among researchers as well as practitioners. However, existing process monitoring methods …
Multiple tensor-on-tensor regression: An approach for modeling processes with heterogeneous sources of data
In recent years, measurement or collection of heterogeneous sets of data such as those
containing scalars, waveform signals, images, and even structured point clouds, has …
containing scalars, waveform signals, images, and even structured point clouds, has …
In-process quality improvement: Concepts, methodologies, and applications
J Shi - IISE transactions, 2023 - Taylor & Francis
This article presents the concepts, methodologies, and applications of In-Process Quality
Improvement (IPQI) in complex manufacturing systems. As opposed to traditional quality …
Improvement (IPQI) in complex manufacturing systems. As opposed to traditional quality …
Spatially weighted PCA for monitoring video image data with application to additive manufacturing
Abstract Machine vision systems for in-line process monitoring in advanced manufacturing
applications have attracted an increasing interest in recent years. One major goal is to …
applications have attracted an increasing interest in recent years. One major goal is to …