115,182 research outputs found

    Grid-enabled Workflows for Industrial Product Design

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    This paper presents a generic approach for developing and using Grid-based workflow technology for enabling cross-organizational engineering applications. Using industrial product design examples from the automotive and aerospace industries we highlight the main requirements and challenges addressed by our approach and describe how it can be used for enabling interoperability between heterogeneous workflow engines

    Product-based design and support of workflow processes

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    Automatic support for product based workflow design : generation of process models from a product data model

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    Product Based Workflow Design (PBWD) is one of the few scientific methodologies for the (re)design of workflow processes. It is based on an analysis of the product that is produced in the workflow process and derives a process model from the product structure. Until now this derivation has been a manual task and is therefore a time-consuming and error-prone exercise. Automatic support would enhance the use of the PBWD methodology. In this paper we propose several algorithms to automatically generate process models from a product structure and we present a software tool (implemented in ProM) to support this. Finally, the properties of the resulting process models are analysed and discussed

    Mining Event Logs to Support Workflow Resource Allocation

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    Workflow technology is widely used to facilitate the business process in enterprise information systems (EIS), and it has the potential to reduce design time, enhance product quality and decrease product cost. However, significant limitations still exist: as an important task in the context of workflow, many present resource allocation operations are still performed manually, which are time-consuming. This paper presents a data mining approach to address the resource allocation problem (RAP) and improve the productivity of workflow resource management. Specifically, an Apriori-like algorithm is used to find the frequent patterns from the event log, and association rules are generated according to predefined resource allocation constraints. Subsequently, a correlation measure named lift is utilized to annotate the negatively correlated resource allocation rules for resource reservation. Finally, the rules are ranked using the confidence measures as resource allocation rules. Comparative experiments are performed using C4.5, SVM, ID3, Na\"ive Bayes and the presented approach, and the results show that the presented approach is effective in both accuracy and candidate resource recommendations.Comment: T. Liu et al., Mining event logs to support workflow resource allocation, Knowl. Based Syst. (2012), http://dx.doi.org/ 10.1016/j.knosys.2012.05.01

    Product based workflow support : a recommendation service for dynamic workflow execution

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    Product Based Workflow Design (PBWD) is a revolutionary and successful new approach to workflow process support. A description of the product, the Product Data Model (PDM), is central in this approach. While other research so far has focused on deriving a process model from the PDM, this paper presents a way to directly execute the PDM, leading to a more dynamic and flexible support for the workflow process. Based on the information available for a case the next step to be performed is determined using a strategy of e.g. lowest cost or shortest processing time. A prototype implementing these execution recommendations is presented

    Product based workflow support : a recommendation service for dynamic workflow execution

    Get PDF
    Product Based Workflow Design (PBWD) is a revolutionary and successful new approach to workflow process support. A description of the product, the Product Data Model (PDM), is central in this approach. While other research so far has focused on deriving a process model from the PDM, this paper presents a way to directly execute the PDM, leading to a more dynamic and flexible support for the workflow process. Based on the information available for a case the next step to be performed is determined using a strategy of e.g. lowest cost or shortest processing time. A prototype implementing these execution recommendations is presented

    Workflow Activity Task Controller: an Approach to Distribute Knowledge and Information in Collaborative Product Development

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    This paper presents a theoretical approach to workflow process management using well established PDM functions for controlling knowledge and information to support collaborative product development processes within the WWW. The new methodology is called Workflow Activity Task Controller (WATC) that can securely distribute design and manufacturing knowledge to support process planning with information exchange during the early stages of the product development phases. Most specifically, WATC uses the methods described herein to link the workflow management of a PDM system with a knowledge-based system and a process planning system. In addition, this framework is flexible and adaptive and can be extended to adapt to a specific company’s needs. The objective and the intention of the development are to improve information flows, promote sharing of design and manufacturing knowledge and subsequently to maximise effectiveness of product development activities and task efficiency
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