Anomalous load profile detection in power systems using wavelet transform and robust regression

Autoencoder-based anomaly detection for surface defect inspection

(2021) Du-Ming Tsai et al.   ADVANCED ENGINEERING INFORMATICS

Deep-learning-based anomaly detection for lace defect inspection employing videos in production line

(2021) Bingyu Lu et al.   ADVANCED ENGINEERING INFORMATICS

Research on power load forecasting model of economic development zone based on neural network

(2021) Qiming Feng et al.   Energy Reports

Real-time anomaly detection framework using a support vector regression for the safety monitoring of commercial aircraft

(2020) Hyunseong Lee et al.   ADVANCED ENGINEERING INFORMATICS

Short-Term Electricity Demand Forecasting: Impact Analysis of Temperature for Thailand

(2020) Kamal Chapagain et al.   Energies

Anomaly detection of defects on concrete structures with the convolutional autoencoder

(2020) J.K. Chow et al.   ADVANCED ENGINEERING INFORMATICS

Load forecasting under data corruption based on anomaly detection and combined robust regression

(2019) Ruicheng Zheng et al.   International Transactions on Electrical Energy Systems

Descriptive Analytics-Based Anomaly Detection for Cybersecure Load Forecasting

(2019) Meng Yue et al.   IEEE Transactions on Smart Grid

Comparison of three short-term load forecast models in Southern California

(2019) Ning Zhang et al.   ENERGY

Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia

(2018) Mohanad S. Al-Musaylh et al.   ADVANCED ENGINEERING INFORMATICS

Real-time anomaly detection for very short-term load forecasting

(2018) Jian LUO et al.   Journal of Modern Power Systems and Clean Energy

Robust Regression Models for Load Forecasting

(2018) Jian Luo et al.   IEEE Transactions on Smart Grid

Analysis and Modeling for China’s Electricity Demand Forecasting Using a Hybrid Method Based on Multiple Regression and Extreme Learning Machine: A View from Carbon Emission

(2016) Yi Liang et al.   Energies

Improving the Accuracy of Bus Load Forecasting by a Two-Stage Bad Data Identification Method

(2014) Xinyu Chen et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Very Short-Term Load Forecasting: Wavelet Neural Networks With Data Pre-Filtering

(2012) Che Guan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Long-term load forecasting by a collaborative fuzzy-neural approach

(2012) Toly Chen et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Detecting X-Outliers in Load Curve Data in Power Systems

(2011) Zhihui Guo et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Automated Load Curve Data Cleansing in Power Systems

(2010) Jiyi Chen et al.   IEEE Transactions on Smart Grid

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Short-term load forecasting of power systems by combination of wavelet transform and neuro-evolutionary algorithm

(2008) N AMJADY et al.   ENERGY