Artificial intelligence techniques for implementation of intelligent machining

AW Hashmi, HS Mali, A Meena, IA Khilji… - Materials Today …, 2022 - Elsevier
For the past few years, the rapid progress and development of artificial intelligence (AI)
based technologies have been analyzed for the applications of the intelligent manufacturing …

Understanding the mechanism of abrasive-based finishing processes using mathematical modeling and numerical simulation

AW Hashmi, HS Mali, A Meena, KK Saxena… - Metals, 2022 - mdpi.com
Recent advances in technology and refinement of available computational resources paved
the way for the extensive use of computers to model and simulate complex real-world …

A consistency evaluation method for digital twin models

H Zhang, Q Qi, F Tao - Journal of Manufacturing Systems, 2022 - Elsevier
Digital twin has shown its great application values in various fields in the past few years,
especially manufacturing. During the process of digital twin implementation, the digital twin …

Abrasive flow finishing of FDM printed extrusion die insert pattern using novel AFM fixture with mandrel guide

AW Hashmi, HS Mali, A Meena, N Gupta… - Surface Review and …, 2023 - World Scientific
The staircase/stair-step** effect causes wrap**, shrinkage, and surface roughness in
additively manufactured (AM) parts. Consequently, abrasive flow finishing (AFF) or abrasive …

Deep convolutional neural network based on self-distillation for tool wear recognition

Y Pan, L Hao, J He, K Ding, Q Yu, Y Wang - Engineering Applications of …, 2024 - Elsevier
In the ever-evolving Industry 4.0 landscape, traditional manufacturing constantly merges
with cutting-edge AI technology. In manufacturing, Computer Numerical Control (CNC) …

[PDF][PDF] Surface Characteristics Measurement Using Computer Vision: A Review.

AW Hashmi, HS Mali, A Meena… - … in Engineering & …, 2023 - researchgate.net
Computer vision provides image-based solutions to inspect and investigate the quality of the
surface to be measured. For any components to execute their intended functions and …

Evaluation of coal screening performance by spatial image reconstruction method

J Lu, C Duan, M Pan, H Jiang, L Huang, P Guo… - Fuel, 2023 - Elsevier
Screening is an indispensable unit operation for the large-scale separation of solid
materials, and is widely used in industrial processes such as mining, construction, chemical …

A new grinding surface roughness measurement method based on image quality algorithm and BP neural network

E Lu, Y Guo, X Zhu, Y Wang, W Ren… - Surface Topography …, 2022 - iopscience.iop.org
Due to the problem of single factor and no benchmark in the design of image characteristic
index, the measurement results of machine vision-based grinding surface roughness …

[PDF][PDF] Smart Gras** of a Soft Robotic Gripper Using NI Vision Builder Automated Inspection Based on LabVIEW Program

CY Cheng, JC Renn, I Saputra… - International Journal of …, 2022 - researchgate.net
Gras** an unstructured object and setting the required air pressure is a significant
problem for a soft robotic gripper. However, most extant Soft Robotic Grippers struggle to …