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Data Cleansing for Remote Battery System Monitoring

Randall Wald

Taghi M. Khoshgoftaar

Gregory Ratcliff

Uninterruptable Power Supply (UPS) systems are an essential element in modern-day industry. These UPS systems must themselves be resistant to battery failure to guarantee that they will be providing power when necessary. In this paper, we discuss a tool for detecting unusual behavior in battery resistance, and we present a case study demonstrating the effectiveness of this tool on real-world battery data.

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