Real-time monitoring of silica ceramic composites grinding surface roughness based on signal spectrum analysis

2021 ◽  
Author(s):  
Yang Li ◽  
Yanhou Liu ◽  
Jinling Wang ◽  
Yi Wang ◽  
Yebing Tian
Keyword(s):  
Surface Roughness ◽  
Real Time ◽  
Spectrum Analysis ◽  
Ceramic Composites ◽  
Signal Spectrum ◽  
Real Time Monitoring ◽  
Silica Ceramic

Surface Roughness Prediction in Additive Manufacturing Using Machine Learning

2018 ◽  
Author(s):  
Dazhong Wu ◽  
Yupeng Wei ◽  
Janis Terpenny
Keyword(s):  
Surface Roughness ◽  
Additive Manufacturing ◽  
Predictive Model ◽  
Real Time ◽  
Fused Deposition Modeling ◽  
Real Time Monitoring ◽  
Modeling Tools ◽  
Surface Roughness Prediction ◽  
Fused Deposition ◽  
Roughness Prediction

To realize high quality, additively manufactured parts, real-time process monitoring and advanced predictive modeling tools are crucial for accelerating quality assurance and quality control in additive manufacturing. While previous research has demonstrated the effectiveness of physics- and model-based diagnosis and prognosis for additive manufacturing, very little research has been reported on real-time monitoring and prediction of surface roughness in fused deposition modeling (FDM). This paper presents a new data-driven approach to surface roughness prediction in FDM. A real-time monitoring system is developed to monitor the health condition of a 3D printer and FDM processes using multiple sensors. A predictive model is built by random forests (RFs). Experimental results have shown that the predictive model is capable of predicting the surface roughness of a printed part with very high accuracy.

1618: Real-Time Monitoring of Nitric Oxide and Blood Flow During Ischemia-Reperfusion in the Rat Testis

2006 ◽  
Vol 175 (4S) ◽  
pp. 521-521
Author(s):  
Motoaki Saito ◽  
Tomoharu Kono ◽  
Yukako Kinoshita ◽  
Itaru Satoh ◽  
Keisuke Satoh
Keyword(s):  
Nitric Oxide ◽  
Blood Flow ◽  
Real Time ◽  
Ischemia Reperfusion ◽  
Real Time Monitoring ◽  
Rat Testis

GaN heteroepitaxy by remote plasma MOCVD : Real time monitoring by laser reflectance interferometry

2001 ◽  
Vol 11 (PR3) ◽  
pp. Pr3-1175-Pr3-1182 ◽  
Author(s):  
M. Losurdo ◽  
A. Grimaldi ◽  
M. Giangregorio ◽  
P. Capezzuto ◽  
G. Bruno
Keyword(s):  
Real Time ◽  
Real Time Monitoring ◽  
Remote Plasma ◽  
Laser Reflectance

INVESTIGATION OF HAND KINEMATICS TOWARDS FRONT CRAWL SWIMMING USING NON-INVASIVE REAL-TIME MONITORING SYSTEM

2014 ◽  
Author(s):  
Rozaimi Ghazali ◽  
◽  
Asiah Mohd Pilus ◽  
Wan Mohd Bukhari Wan Daud ◽  
Mohd Juzaila Abd Latif ◽  
...  
Keyword(s):  
Real Time ◽  
Monitoring System ◽  
Real Time Monitoring ◽  
Front Crawl ◽  
Non Invasive ◽  
Hand Kinematics

101-LB: Real-Time Monitoring of Cholesterol Levels Using a Microfluidic Device

Diabetes ◽  
2019 ◽  
Vol 68 (Supplement 1) ◽  
pp. 101-LB
Author(s):  
ABHINAV BHUSHAN ◽  
SONALI J. KARNIK
Keyword(s):  
Real Time ◽  
Microfluidic Device ◽  
Real Time Monitoring ◽  
Cholesterol Levels
Sign in / Sign up

Export Citation Format

Share Document