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- W4385642004 abstract "Due to customer-specific requirements and small batch sizes, the planning of manufacturing systemsManufacturing Systems in the offer managementOffer Management phase in special machine engineeringSpecial machine engineering is characterized by a high degree of complexity. The submission of an offer (system designDesign and cost structure) that is as precise as possible in response to a customer inquiry, with a low resource commitment and short time frame, is often decisive for the receipt of the customer order and profitability of the projectProjects. In order to keep costs and resources as well as the monetary uncertainty low, it is attempted to fall back on historical projectProjects and assembly structures of similar machines during the new planning. The fast and targeted identification of these structures is crucial, but requires the expertise of long-term employees. This paper describes a procedure for the standardized description of projects, assembly structures and components in order to enable a specific search by the user. Furthermore, an AI-based recommendation system is presented, which identifies and displays similar, equally relevant projectsProjects or machine elements based on the explicit search to the user." @default.
- W4385642004 created "2023-08-08" @default.
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- W4385642004 date "2023-01-01" @default.
- W4385642004 modified "2023-09-27" @default.
- W4385642004 title "AI-Based Recommender System for Optimization of the Offer Management in Special Machine Engineering" @default.
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- W4385642004 doi "https://doi.org/10.1007/978-3-031-34821-1_84" @default.
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