36 citations · 44 across the 4 of their papers we have counts for
6 papers
Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing
Aliaksei Petsiuk, Harnoor Singh, Himanshu Dadhwal +1
The application of computer vision and machine learning methods in the field of additive manufacturing (AM) for semantic segmentation of the structural elements of 3-D printed prod…
Towards Smart Monitored AM: Open Source in-Situ Layer-wise 3D Printing Image Anomaly Detection Using Histograms of Oriented Gradients and a Physics-Based Rendering Engine
Aliaksei Petsiuk, Joshua M. Pearce
This study presents an open source method for detecting 3D printing anomalies by comparing images of printed layers from a stationary monocular camera with G-code-based reference i…
Open source disease analysis system of cactus by artificial intelligence and image processing
Kanlayanee Kaweesinsakul, Siranee Nuchitprasitchai, Joshua M. Pearce
There is a growing interest in cactus cultivation because of numerous cacti uses from houseplants to food and medicinal applications. Various diseases impact the growth of cacti. T…
Open Source 3-D Filament Diameter Sensor for Recycling, Winding and Additive Manufacturing Machines
Aliaksei L. Petsiuk, Joshua M. Pearce
To overcome the challenge of upcycling plastic waste into 3-D printing filament in the distributed recycling and additive manufacturing systems, this study designs, builds, tests a…
Optimal Design of Thin-film Plasmonic Solar Cells using Differential Evolution Optimization Algorithms
Ankit Vora, Satyadhar Joshi, Arun Matai +2
An approach using a differential evolution (DE) optimization algorithm is proposed to optimize design parameters for improving the optical absorption efficiency of plasmonic solar…
The Effect of Hybrid Photovoltaic Thermal Device Operating Conditions on Intrinsic Layer Thickness Optimization of Hydrogenated Amorphous Silicon Solar Cells
M. J. M Pathak, K. Girotra, S. J. Harrison +1
Historically, the design of hybrid solar photovoltaic thermal (PVT) systems has focused on cooling crystalline silicon (c-Si)-based photovoltaic (PV) devices to avoid temperature-r…