Concepedia

Sliding window-based LightGBM model for electric load forecasting using anomaly repair

Sungwoo Park, Seungmin Jung, Seungwon Jung, Seungmin Rho, Eenjun Hwang

The Journal of Supercomputing · 2021 · 65 citations · 32 references

Concepts

ComputingComputer SystemsElectrical EngineeringDemand ForecastingForecastingTime Series AnalysisAnomaly Detection In Time SeriesElectricity Load ManagementEnergy Demand ForecastingLoad ForecastingSmart Grid ManagementTime Series ForecastingElectric Load ForecastingElectricity Consumption ForecastingLoad Pattern AnalysisPeak Load ForecastingShort-term Load Forecasting

References

32

Isolation Forest

Fei Tony Liu, Kai Ming Ting, Zhi‐Hua Zhou · 2008 · 5.6K citations

Computing, Computer Science, Data Mining +14

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · ACM SIGMOD Record · 2000 · 5.2K citations

Computing, Computer Science, Data Analytics +6

Nonlinear principal component analysis using autoassociative neural networks

Mark Kramer · AIChE Journal · 1991 · 3K citations

Computing, Computer Science, Data Visualization +16

Wireless Sensor Networks for Condition Monitoring in the Railway Industry: A Survey

Joanna Hodge, Simon O’Keefe, Michael Weeks et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 514 citations · Full text

Engineering, Information Technology, Systems Engineering +17

A High Precision Artificial Neural Networks Model for Short-Term Energy Load Forecasting

Ping‐Huan Kuo, Chiou‐Jye Huang · Energies · 2018 · 333 citations · Full text

Computing, Computer Science, Artificial Intelligence +16