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Contribuição ao desenvolvimento de ontologias para processos petroquímicos : estudo de caso em uma planta DEA

机译:对石化工艺本体开发的贡献:DEA工厂中的案例研究

摘要

In the last decades, the oil, gas and petrochemical industries have registered a series of hugeaccidents. Influenced by this context, companies have felt the necessity of engagingthemselves in processes to protect the external environment, which can be understood as anecological concern. In the particular case of the nuclear industry, sustainable education andtraining, which depend too much on the quality and applicability of the knowledge base, havebeen considered key points on the safely application of this energy source. As a consequence,this research was motivated by the use of the ontology concept as a tool to improve theknowledge management in a refinery, through the representation of a fuel gas sweeteningplant, mixing many pieces of information associated with its normal operation mode. In termsof methodology, this research can be classified as an applied and descriptive research, wheremany pieces of information were analysed, classified and interpreted to create the ontology ofa real plant. The DEA plant modeling was performed according to its process flow diagram,piping and instrumentation diagrams, descriptive documents of its normal operation mode,and the list of all the alarms associated to the instruments, which were complemented by anon-structured interview with a specialist in that plant operation. The ontology was verifiedby comparing its descriptive diagrams with the original plant documents and discussing withother members of the researchers group. All the concepts applied in this research can beexpanded to represent other plants in the same refinery or even in other kind of industry. Anontology can be considered a knowledge base that, because of its formal representationnature, can be applied as one of the elements to develop tools to navigate through the plant,simulate its behavior, diagnose faults, among other possibilities
机译:在过去的几十年中,石油,天然气和石化行业发生了一系列重大事故。受这种情况的影响,公司已经意识到有必要使自己参与到保护外部环境的过程中,这可以理解为生态问题。在核工业的特殊情况下,可持续性教育和培训在很大程度上取决于知识库的质量和适用性,因此已被视为安全使用该能源的关键点。因此,这项研究的动机是通过使用本体概念作为改进精炼厂知识管理的工具来实现的,该方法通过代表燃气脱硫装置,混合了许多与其正常运行模式相关的信息。就方法论而言,该研究可以归类为应用研究和描述性研究,其中对许多信息进行分析,分类和解释以创建真实植物的本体。 DEA工厂建模是根据其过程流程图,管道和仪器仪表图,其正常运行模式的描述性文件以及与该仪器相关的所有警报的列表进行的,并辅以与专家进行的非结构化访谈。那家工厂运作。通过将该本体的描述图与原始植物文档进行比较,并与研究人员小组的其他成员进行讨论,对本体进行了验证。本研究中应用的所有概念都可以扩展为代表同一炼油厂甚至其他行业中的其他工厂。解剖学可以被认为是一个知识库,由于其形式上的代表性,它可以用作开发工具以浏览植物,模拟其行为,诊断故障以及其他可能性的要素之一。

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