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Förbättrad informationshantering för Scaniasproduktionscontrollersen readiness-utvärdering av datalagerteknik

机译:改进了斯堪尼亚的信息管理生产控制器数据存储技术的准备评估

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摘要

The controllers’ efficiency is very dependent on information availability. A significant part of this information is difficult to access, ambiguous and is heterogeneously defined in various transaction systems. This problem has been identified by Scania, hence our thesis.Data warehousing technology aims to improve the availability, quality and suitability on selected information. These opportunities are very difficult to realise which only come to show in the meagre statistics over successful projects. Practical experience has over the years developed knowledge of certain factors critical to a projects’ success, ie readiness factors.On the basis of these factors we have investigated the present conditions for the possibility of improving information availability with data warehousing technology. This has been done through the use of data warehouse technology for the controllers at Scania’s production units.The controllers’ working situation served as a starting point in determining the applicability of the technology.The readiness test resulted in strengths as well as weaknesses. Our conclusions are that a larger integrating solution needs to be preceded by a number of preventive measures with some of the factors. Concepts and information requirements must be synchronized, the scope needs to be clearly defined and the business value formulated. The present information environment fall short in data quality and indicates deficiencies in data definitions, both whichrequire resolving.At present we recommend Scania to implement the technology in stand alone systems and use intermediate storing to take advantage of the dimensional analysis possibilities. Thissolution can be implemented without any drastic measures to be taken. Scania needs to map the information requirements in regards to the specific systems. It is however important to understand that the user might become inspired by the technology and start requesting further solutions. Knowing this from the start will help the company take advantage of this information as useful knowledge in preparation for more ambitious solutions in the future.
机译:控制器的效率非常取决于信息的可用性。这些信息的很大一部分难以访问,模棱两可,并且在各种交易系统中都是异类定义的。斯堪尼亚已经确定了此问题,因此我们的论文就此进行了研究。数据仓库技术旨在提高所选信息的可用性,质量和适用性。这些机会很难实现,只有在成功项目的统计数据中才能体现出来。多年的实践经验积累了对项目成功至关重要的某些因素(即准备因素)的知识。基于这些因素,我们研究了利用数据仓库技术改善信息可用性的可能性的现状。这是通过在斯堪尼亚生产部门的控制器上使用数据仓库技术来完成的。控制器的工作情况是确定该技术是否适用的起点。准备就绪测试既有优势也有劣势。我们的结论是,较大的整合解决方案之前需要采取一些具有某些因素的预防措施。必须同步概念和信息要求,需要明确定义范围并制定业务价值。当前的信息环境在数据质量上存在不足,并指出了数据定义的不足,这两者都需要解决。目前,我们建议Scania在独立的系统中实现该技术,并使用中间存储来利用维分析的可能性。无需采取任何严厉措施即可实施此解决方案。斯堪尼亚需要就有关特定系统的信息需求进行映射。但是,重要的是要了解用户可能会受到技术的启发并开始要求进一步的解决方案。从一开始就知道这一点将有助于公司利用这些信息作为有用的知识,为将来准备更雄心勃勃的解决方案做准备。

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