Path Planning of a Type of Porous Structures for Additive Manufacturing. (October 2019)
- Record Type:
- Journal Article
- Title:
- Path Planning of a Type of Porous Structures for Additive Manufacturing. (October 2019)
- Main Title:
- Path Planning of a Type of Porous Structures for Additive Manufacturing
- Authors:
- Zhai, Xiaoya
Chen, Falai - Abstract:
- Abstract: Porous structures are widely used in our daily life due to their special properties such as higher rigidity and lightweight. With the popularity of additive manufacturing (AM), producing porous structures by AM shows great advantages over traditional manufacturing technologies. In this paper, we first introduce a framework to model a type of porous structures which contain lots of small holes. Then we propose an efficient path planning algorithm for this type of porous structures. The algorithm consists of the following steps: for each slice of a porous structure, we first subdivide the domain of the slice into subdomains by generalized Voronoi diagram such that each subdomain contains exactly one hole, and then we carry out dual operation to obtain a partition of the domain into a set of subregions. A route is then found to traverse every subregion by solving a traveling salesman problem (TSP) using genetic algorithm (GA), and along the route subregions are merged into larger ones to improve printing efficiency. Finally we fill each merged subregion with a single Fermat spiral curve and further optimize smoothness and uniformity of the filling path. We demonstrated a variety of testing examples and the experimental results showed the superiority and effectiveness of our method in terms of material cost, printing time and structure stability. Highlights: An implicit representation is proposed to model a type of porous structures. A novel path planning method isAbstract: Porous structures are widely used in our daily life due to their special properties such as higher rigidity and lightweight. With the popularity of additive manufacturing (AM), producing porous structures by AM shows great advantages over traditional manufacturing technologies. In this paper, we first introduce a framework to model a type of porous structures which contain lots of small holes. Then we propose an efficient path planning algorithm for this type of porous structures. The algorithm consists of the following steps: for each slice of a porous structure, we first subdivide the domain of the slice into subdomains by generalized Voronoi diagram such that each subdomain contains exactly one hole, and then we carry out dual operation to obtain a partition of the domain into a set of subregions. A route is then found to traverse every subregion by solving a traveling salesman problem (TSP) using genetic algorithm (GA), and along the route subregions are merged into larger ones to improve printing efficiency. Finally we fill each merged subregion with a single Fermat spiral curve and further optimize smoothness and uniformity of the filling path. We demonstrated a variety of testing examples and the experimental results showed the superiority and effectiveness of our method in terms of material cost, printing time and structure stability. Highlights: An implicit representation is proposed to model a type of porous structures. A novel path planning method is developed by solving a traveling salesman problem. A variety of examples are presented to demonstrate the superiority of our method. … (more)
- Is Part Of:
- Computer aided design. Volume 115(2019)
- Journal:
- Computer aided design
- Issue:
- Volume 115(2019)
- Issue Display:
- Volume 115, Issue 2019 (2019)
- Year:
- 2019
- Volume:
- 115
- Issue:
- 2019
- Issue Sort Value:
- 2019-0115-2019-0000
- Page Start:
- 218
- Page End:
- 230
- Publication Date:
- 2019-10
- Subjects:
- Porous structures -- Path planning -- Traveling salesman problem (TSP) -- Genetic algorithm
Computer-aided design -- Periodicals
Engineering design -- Data processing -- Periodicals
Computer graphics -- Periodicals
Conception technique -- Informatique -- Périodiques
Infographie -- Périodiques
Computer graphics
Engineering design -- Data processing
Periodicals
Electronic journals
620.00420285 - Journal URLs:
- http://www.journals.elsevier.com/computer-aided-design/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.cad.2019.06.002 ↗
- Languages:
- English
- ISSNs:
- 0010-4485
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3393.520000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 11251.xml