MODWT-XGBoost based smart energy solution for fault detection and classification in a smart microgrid

AC microgrid protection – A review: Current and future prospective

(2020) Bhaskar Patnaik et al.   APPLIED ENERGY

Novel Change Detection and Fault Classification Scheme for AC Microgrids

(2020) Mohammad Amin Jarrahi et al.   IEEE Systems Journal

Adaptive protection combined with machine learning for microgrids

(2019) Hengwei Lin et al.   IET Generation Transmission & Distribution

A combined mathematical morphology and extreme learning machine techniques based approach to micro-grid protection

(2019) Manohar Mishra et al.   Ain Shams Engineering Journal

Taxonomy of high impedance fault detection algorithm

(2019) Manohar Mishra et al.   MEASUREMENT

Protection of microgrids using voltage-based power differential and sensitivity analysis

(2019) Patrick T. Manditereza et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Fault Detection and Classification Based on Co-training of Semisupervised Machine Learning

(2018) Tamer S. Abdelgayed et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Detection and classification of micro-grid faults based on HHT and machine learning techniques

(2018) Manohar Mishra et al.   IET Generation Transmission & Distribution

An interval type-2 fuzzy logic based strategy for microgrid protection

(2018) Syed Basit Ali Bukhari et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A Data-Driven Design for Fault Detection of Wind Turbines Using Random Forests and XGboost

(2018) Dahai Zhang et al.   IEEE Access

Bagged Decision Trees Based Scheme of Microgrid Protection Using Windowed Fast Fourier and Wavelet Transforms

(2018) Solomon Netsanet et al.   Electronics

Loss of main detection in distribution generation system based on hybrid signal processing and machine learning technique

(2018) Manohar Mishra et al.   International Transactions on Electrical Energy Systems

Reliability, economic and environmental analysis of a microgrid system in the presence of renewable energy resources

(2018) T. Adefarati et al.   APPLIED ENERGY

Data-Mining Model Based Intelligent Differential Microgrid Protection Scheme

(2017) Susmita Kar et al.   IEEE Systems Journal

A review on issues and approaches for microgrid protection

(2017) Belwin J. Brearley et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

River Stage Modeling by Combining Maximal Overlap Discrete Wavelet Transform, Support Vector Machines and Genetic Algorithm

(2017) et al.   Water

Intelligent Fault Detection Scheme for Microgrids with Wavelet-based Deep Neural Networks

(2017) James J.Q. Yu et al.   IEEE Transactions on Smart Grid

Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features

(2017) Sana Ullah Jan et al.   IEEE Access

A Novel Approach for Microgrid Protection Based upon Combined ANFIS and Hilbert Space-Based Power Setting

(2016) Ali Hadi Abdulwahid et al.   Energies

A Combined Wavelet and Data-Mining Based Intelligent Protection Scheme for Microgrid

(2016) Debi Prasad Mishra et al.   IEEE Transactions on Smart Grid

MODWT-ARMA model for time series prediction

(2013) Li Zhu et al.   APPLIED MATHEMATICAL MODELLING

Time-frequency transform-based differential scheme for microgrid protection

(2013) Susmita Kar et al.   IET Generation Transmission & Distribution

Fault diagnosis for a wind turbine transmission system based on manifold learning and Shannon wavelet support vector machine

(2013) Baoping Tang et al.   RENEWABLE ENERGY

Optimal Protection Coordination for Microgrids With Grid-Connected and Islanded Capability

(2012) Waleed K. A. Najy et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Modeling of a Centralized Microgrid Protection System and Distributed Energy Resources According to IEC 61850-7-420

(2012) Taha Selim Ustun et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Wind turbine fault diagnosis method based on diagonal spectrum and clustering binary tree SVM

(2012) Liu Wenyi et al.   RENEWABLE ENERGY