飞机故障诊断中决策支持的智能助手

N. Dorodnykh, A. Stolbov, Olga O. Nikolaychuk, A. Yurin
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引用次数: 0

摘要

信息技术和人工智能发展的趋势之一是以聊天机器人或语音助手为形式的智能助手,它们正积极开始在各个领域实施。本文研究了聊天机器人的建模和软件实现,以支持技术人员诊断飞机故障。描述了对话的模型、知识库实现的元素以及其操作的示例。所构建的模型被视为内容本体论模式,描述研究对象、故障以及故障迹象与故障原因之间的关系。这些模板用于设计知识库,其中包含以特殊类型的决策表形式呈现的逻辑规则。所提出的解决方案的新颖之处在于,在创建特定问题的虚拟助手的上下文中,将模型驱动开发原则用作方法基础。
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An Intelligent Assistant for Decision Support in the Case of Aircraft Troubleshooting
One of the trends in the development of information technologies and artificial intelligence is intelligent assistants in the form of chatbots or voice assistants, which are actively beginning to be implemented in various domains. In this paper, the modeling and software implementation of a chatbot to support technical personnel in diagnosing aircraft malfunctions are considered. The models of the dialog, elements of the knowledge base implementation, as well as an example of its operation, are described. The constructed models are considered as content ontological patterns and describe the object of the study, the malfunction, and the relationships between the signs of the malfunction and its causes. These templates are used in the design of a knowledge base, containing logical rules presented in the form of decision tables of a special type. The novelty of the proposed solution is the use as a methodological basis of the principles of model-driven development in the context of creating problem-specific virtual assistants.
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