Research on anomaly detection and positioning of marine nuclear power steam turbine unit based on isolated forest

Development of prediction models for next-day building energy consumption and peak power demand using data mining techniques

Cheng Fan, Fu Xiao, Shengwei Wang · Applied Energy · 2014 · 560 citations

Computing, Architectural Engineering, Building Science +17

Deep Learning for Anomaly Detection in Time-Series Data: Review, Analysis, and Guidelines

Kukjin Choi, Jihun Yi, Changhwa Park et al. · IEEE Access · 2021 · 547 citations · Full text

Computing, Computer Science, Data Mining +16

Fault diagnosis method for lithium-ion batteries in electric vehicles based on isolated forest algorithm

Jiuchun Jiang, Taiyu Li, Chun Chang et al. · Journal of Energy Storage · 2022 · 134 citations

Engineering, Automotive Engineering, Electrical Engineering +17

A new auto-encoder-based dynamic threshold to reduce false alarm rate for anomaly detection of steam turbines

Jin Uk Ko, Kyumin Na, Joon-Seok Oh et al. · Expert Systems with Applications · 2021 · 74 citations

Computing, Computer Science, Machine Learning +14

Proposing Enhanced Feature Engineering and a Selection Model for Machine Learning Processes

Muhammad Fahim Uddin, Jeongkyu Lee, Syed S. Rizvi et al. · Applied Sciences · 2018 · 66 citations · Full text

Computing, Computer Science, Visualization +15