A Web-based automated manufacturability analyzer and recommender for additive manufacturing (MAR-AM) via a hybrid Machine learning model

作者:

Highlights:

• A database for additive manufacturing (AM).

• A web-based application for AM users to analyze their design and machine settings.

• Machine learning aided manufacturability model for AM.

• Recommendation system to guarantee the success of fabrication.

摘要

•A database for additive manufacturing (AM).•A web-based application for AM users to analyze their design and machine settings.•Machine learning aided manufacturability model for AM.•Recommendation system to guarantee the success of fabrication.

论文关键词:Machine learning application,Manufacturability,Recommendation system,Additive manufacturing

论文评审过程:Received 15 September 2021, Revised 29 March 2022, Accepted 2 April 2022, Available online 6 April 2022, Version of Record 12 April 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.117189