A data-driven modeling approach for digital material additive manufacturing process planning

2016 ◽  
Author(s):  
Yayue Pan ◽  
Mengqi Hu
Keyword(s):  
Additive Manufacturing ◽  
Process Planning ◽  
Manufacturing Process ◽  
Data Driven ◽  
Modeling Approach ◽  
Manufacturing Process Planning ◽  
Digital Material ◽  
Data Driven Modeling

Computational Geometric Solutions for Efficient Additive Manufacturing Process Planning

2014 ◽  
Author(s):  
Anoop Verma ◽  
Rahul Rai
Keyword(s):  
Additive Manufacturing ◽  
Real Time ◽  
Process Planning ◽  
Manufacturing Process ◽  
Manufacturing Processes ◽  
Planning Decisions ◽  
Manufacturing Process Planning ◽  
Build Time ◽  
Time Accuracy ◽  
Geometric Solutions

Additive manufacturing processes are capable of printing parts with any shape and complexity. The parts fabricated with additive manufacturing processes requires minimum human intervention. Process planning decisions play an important role in making sure the fabricated parts meets the desired specification, including the build time and cost. A quick and unified approach to quantify the manufacturing build time, accuracy, and cost in real time is lacking. In the present research, a generic and near real-time framework for unified additive manufacturing process planning is presented. We have developed computational geometric solutions to estimate tight upper bound of manufacturing process planning decisions that can be analyzed in almost real time. Results of developed computational approach are compared against the optimized process plans to ensure its applicability. Case studies comprising of numerous parts with varying shape, and application area is also outlined.

scholarly journals Activity Modeling of Preliminary Additive Manufacturing Process Planning

Procedia CIRP ◽  
2019 ◽  
Vol 84 ◽  
pp. 874-879 ◽  
Author(s):  
Shervin Kadkhoda-Ahmadi ◽  
Alaa Hassan ◽  
Elnaz Asadollahi-Yazdi
Keyword(s):  
Additive Manufacturing ◽  
Process Planning ◽  
Manufacturing Process ◽  
Manufacturing Process Planning ◽  
Activity Modeling

Data-Driven Modeling Approach to Predict the Recovery Performance of Low-Salinity Waterfloods

2021 ◽  
Author(s):  
Shams Kalam ◽  
Rizwan Ahmed Khan ◽  
Shahnawaz Khan ◽  
Muhammad Faizan ◽  
Muhammad Amin ◽  
...  
Keyword(s):  
Data Driven ◽  
Low Salinity ◽  
Modeling Approach ◽  
Recovery Performance ◽  
Data Driven Modeling

scholarly journals From SIR to SEAIRD: A novel data-driven modeling approach based on the Grey-box System Theory to predict the dynamics of COVID-19

2021 ◽  
Author(s):  
K. Midzodzi Pekpe ◽  
Djamel Zitouni ◽  
Gilles Gasso ◽  
Wajdi Dhifli ◽  
Benjamin C. Guinhouya
Keyword(s):  
System Theory ◽  
Data Driven ◽  
Modeling Approach ◽  
Data Driven Modeling
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