标签:used AD pattern energy anomalous daily patterns XX
Thinkings:
- Anomalous patterns may represent anomalous events. what does an anomalous pattern mean in energy consumption?W
- measurement/manual operation errors, instrument failure, XX human activities. 比如窃电行为,偷入住行为。
what is the necessity of extracting anomalous knowledge? - they affect the models related to forecasting and analysis.
- The anomaly may be related to XX events. -----> early warning and prevention of XX disasters, and to reduce economic and social losses.
- What algorithms are used in energy domains? What algorithms are used in other fields? Can they be used in energy fields? if not, why?
- other domains:
- SAX, convert TS into symbolic TS; then top-k pattern anomalies are analyzed and verified from the candidate pattern anomalies.
- formalize normal patterns, define a temporal similarity score between sequences. and then detect abnormal patterns which do not match or deviate from normal patterns.
- other domains:
标签:used,AD,pattern,energy,anomalous,daily,patterns,XX 来源: https://www.cnblogs.com/dulun/p/15245229.html
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