A Proposal for Edge Application Framework for Factory Automation and Its Evaluation

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  • FAにおけるエッジアプリケーションフレームワークの提案と試作による評価

Abstract

In order to improve the productivity of a factory, it is often the case to create an inference model by analyzing data from the machines in the production line, and to develop an edge application which judges the quality of the products in real time. However, it is difficult to generate an edge application only by deploying the model, because of the variety of data collection and pre-processing methods. To solve this problem, a framework for developing edge applications semi-automatically from inference models is proposed. An actual edge application is prototyped, which proves that the proposed framework concept is feasible.

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