User profiles for Prahlad K. Rao
Prahlad K. RaoResearch Scientist, University of Tennessee Health Science Center, Memphis TN Verified email at uthsc.edu Cited by 308 |
Online real-time quality monitoring in additive manufacturing processes using heterogeneous sensors
The objective of this work is to identify failure modes and detect the onset of process
anomalies in additive manufacturing (AM) processes, specifically focusing on fused filament …
anomalies in additive manufacturing (AM) processes, specifically focusing on fused filament …
Classifying the dimensional variation in additive manufactured parts from laser-scanned three-dimensional point cloud data using machine learning approaches
…, A Dsouza, R Donovan, PK Rao… - Journal of …, 2017 - asmedigitalcollection.asme.org
The objective of this work is to develop and apply a spectral graph theoretic approach for
differentiating between (classifying) additive manufactured (AM) parts contingent on the …
differentiating between (classifying) additive manufactured (AM) parts contingent on the …
Computational fluid dynamics modeling and online monitoring of aerosol jet printing process
…, R Donovan, PK Rao… - Journal of …, 2017 - asmedigitalcollection.asme.org
The objectives of this paper in the context of aerosol jet printing (AJP)—an additive manufacturing
(AM) process—are to: (1) realize in situ online monitoring of print quality in terms of line…
(AM) process—are to: (1) realize in situ online monitoring of print quality in terms of line…
An online sparse estimation-based classification approach for real-time monitoring in advanced manufacturing processes from heterogeneous sensor data
The objective of this work is to realize real-time monitoring of process conditions in advanced
manufacturing using multiple heterogeneous sensor signals. To achieve this objective we …
manufacturing using multiple heterogeneous sensor signals. To achieve this objective we …
Online non-contact surface finish measurement in machining using graph theory-based image analysis
This work addresses the following open research question: what non-contact measurement
techniques and analytical approaches are required to assess the surface finish of a …
techniques and analytical approaches are required to assess the surface finish of a …
Online monitoring of functional electrical properties in aerosol jet printing additive manufacturing process using shape-from-shading image analysis
The goal of this research is online monitoring of functional electrical properties, eg, resistance,
of electronic devices made using aerosol jet printing (AJP) additive manufacturing (AM) …
of electronic devices made using aerosol jet printing (AJP) additive manufacturing (AM) …
Assessment of dimensional integrity and spatial defect localization in additive manufacturing using spectral graph theory
The ability of additive manufacturing (AM) processes to produce components with virtually
any geometry presents a unique challenge in terms of quantifying the dimensional quality of …
any geometry presents a unique challenge in terms of quantifying the dimensional quality of …
A spectral graph theoretic approach for monitoring multivariate time series data from complex dynamical processes
The objective of this paper is to monitor complex process dynamics manifest in multivariate (multidimensional)
time series data using a spectral (algebraic) graph theoretic approach. …
time series data using a spectral (algebraic) graph theoretic approach. …
Heterogeneous sensor data fusion approach for real-time monitoring in ultraprecision machining (UPM) process using non-parametric Bayesian clustering and …
The aim of this paper is to detect the incipient anomalies in a ultraprecision machining (UPM)
process by integrating multiple in situ sensor signals. To realize this aim we forward a …
process by integrating multiple in situ sensor signals. To realize this aim we forward a …
Functional quantitative and qualitative models for quality modeling in a fused deposition modeling process
Additive manufacturing (AM) enables flexible part geometry and functionality, and reduces
product development life cycle by direct layer-wise fabrication from CAD files. In the last …
product development life cycle by direct layer-wise fabrication from CAD files. In the last …