Data driven battery anomaly detection based on shape based clustering for the data centers class

Issues and challenges facing rechargeable lithium batteries

J. M. Tarascon, Michel Armand · Nature · 2001 · 20.7K citations

Engineering, Materials Engineering, Materials Science +12

Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median

Christophe Leys, Christophe Ley, Olivier Klein et al. · Journal of Experimental Social Psychology · 2013 · 4K citations · Full text

Computing, Data Science, Data Mining +12

Data-driven prediction of battery cycle life before capacity degradation

Kristen Severson, Peter M. Attia, Norman Jin et al. · Nature Energy · 2019 · 2.9K citations · Full text

Engineering, Data Science, Lifecycle Engineering +15

Data Center Energy Consumption Modeling: A Survey

Miyuru Dayarathna, Yonggang Wen, Rui Fan · IEEE Communications Surveys & Tutorials · 2015 · 1.1K citations · Full text

Engineering, Computer Engineering, Computer Systems +17

k-Shape

John Paparrizos, Luis Gravano · 2015 · 661 citations

Computing, Computer Science, Data Mining +13