Journal: CIRP Annals

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Abbreviation

CIRP Ann.

Publisher

Elsevier

Journal Volumes

ISSN

0007-8506
1660-2773

Description

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Publications 1 - 10 of 58
  • Spierings, Adriaan B.; Dawson, Karl; Voegtlin, Mark; et al. (2016)
    CIRP Annals
  • Artificial intelligence in metal forming
    Item type: Journal Article
    Cao, Jian; Bambach, Markus; Merklein, Marion; et al. (2024)
    CIRP Annals
    Forming processes are known for their intricacies in prediction and control due to the complex loading conditions and material flow. This paper will first introduce the AI algorithms used or having potential to be used in forming, and then investigate the state-of-the-art advances of AI-based technologies in forming processes with four main pillars of process simulation, process design and optimization, in-situ process control, and qualification and certification of forming processes and formed products. Future directions of AI in forming for both academic research and industrial applications will be proposed to leverage digitalization and data science to explore new solutions in forming processes.
  • Schwenke, H.; Knapp, W.; Haitjema, H.; et al. (2008)
    CIRP Annals
  • Allwood, Julian M.; Music, Omer; Loukaides, Evripides G.; et al. (2025)
    CIRP Annals
    Action to cut emissions is likely to reduce production of the bulk metals. However, up to 80 % of steel and 90 % of aluminium made today are wasted in three forms of scrap: manufacturing scrap cut off in the supply chain, specification scrap from over-design and property scrap in which materials are under exploited. Innovations in product design and forming technology can reduce this scrap, but only if delivered in high-throughput processes, to overcome trade-offs with the economies of scale. The priority for innovation is to adapt tooling and controls in existing forming processes, not to attempt to replace them.
  • Mayr, Josef; Müller, Michael; Weikert, Sascha (2016)
    CIRP Annals
  • Duflou, Joost R.; Wegener, Konrad; Tekkaya, A. Erman; et al. (2024)
    CIRP Annals
    The fraction of materials that does not reach the target product in discrete manufacturing is very significant. Directing secondary material streams towards other manufacturing processes, possibly after intermediate pre-processing, offers opportunities for more energy and resource efficient recycling routes. This paper contributes to the exploration of such symbiotic recycling strategies by identifying relevant process mechanisms and by systematically scanning the manufacturing domain for relevant process combinations. Emerging and proven symbiotic combinations within the discrete manufacturing domain are reviewed, with proper attention for the quantification of the thus avoided environmental impact. A series of representative case studies illustrates the feasibility of applying industrial symbiosis principles in a discrete manufacturing context, with uniform data sheets providing detailed information on relevant research achievements.
  • Schönsleben, P. (2007)
    CIRP Annals
  • Sutherland, John W; Richter, Justin S.; Hutchins, Margot J.; et al. (2016)
    CIRP Annals
  • Product variety management
    Item type: Journal Article
    ElMaraghy, H.; Schuh, G.; ElMaraghy, W.; et al. (2013)
    CIRP Annals
  • Mayr, Josef; Ess, Markus; Pavliček, Florentina; et al. (2015)
    CIRP Annals
Publications 1 - 10 of 58