Creation of a knowledge management model based on CBR: Application to the maintenance of autonomous solar photovoltaic installations

2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) Pub Date : 2021-10-27 DOI:10.1109/iemcon53756.2021.9623226

I. Gueye, A. Kebe, Moustapha Diop

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Abstract

This paper proposes a solution to facilitate the maintenance activities of autonomous solar photovoltaic (PV) installations. With the growth of autonomous PV installations, in developing countries, it is now essential to focus on the maintenance activity. The autonomous PV installation meets the electricity needs, on the one hand, in remote areas. On the other hand, it allows to avoid the constraints of connection to the electrical grid. However, to have an efficient and reliable PV system, a safe and proper maintenance is essential. This work focuses on the capitalization of knowledge in maintenance activity. The objective is to propose a model able to help the maintenance technicians during their interventions by providing them with knowledge elements which will be drawn from a knowledge base. This knowledge base is built from the knowledge collected during the previous maintenance activities of a given PV installation.

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基于CBR的知识管理模型的创建:在自主太阳能光伏装置维护中的应用

本文提出了一个解决方案，以促进自主太阳能光伏(PV)装置的维护活动。随着自主光伏装置在发展中国家的增长，现在必须关注维护活动。自主光伏装置一方面满足了偏远地区的电力需求。另一方面，它可以避免连接到电网的限制。然而，要拥有一个高效可靠的光伏系统，安全、适当的维护是必不可少的。这项工作的重点是维护活动中的知识资本化。目标是提出一个模型，通过向维修技术人员提供从知识库中提取的知识元素，在维修技术人员进行干预期间提供帮助。该知识库是根据在给定PV安装的先前维护活动中收集的知识构建的。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON)

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