Fault Diagnosis of Rotating Electrical Machines Using Multi-Label Classification

Prediction of Hydropower Generation Using Grey Wolf Optimization Adaptive Neuro-Fuzzy Inference System

(2019) Majid Dehghani et al.   Energies

Review of Soft Computing Models in Design and Control of Rotating Electrical Machines

(2019) Adrienn Dineva et al.   Energies

State of the Art of Machine Learning Models in Energy Systems, a Systematic Review

(2019) Amir Mosavi et al.   Energies

Modeling and fault diagnosis design for HVAC systems using recurrent neural networks

(2019) Hadi Shahnazari et al.   COMPUTERS & CHEMICAL ENGINEERING

Long short-term memory neural network based fault detection and isolation for electro-mechanical actuators

(2019) Jing Yang et al.   NEUROCOMPUTING

The influence of combined strain and constructive solutions for stator insulation of rotating electrical machines on duration of their reliable exploitation

(2019) Bojan Jokanović et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Ensemble extreme learning machines for compound-fault diagnosis of rotating machinery

(2019) Xian-Bo Wang et al.   KNOWLEDGE-BASED SYSTEMS

Acoustic fault analysis of three commutator motors

(2019) Adam Glowacz   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Identification of unhealthy Panax notoginseng from different geographical origins by means of multi-label classification

(2019) Xiaodong Yang et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Improvement of reliability and wind power generation based on wind turbine real-time condition assessment

(2019) Yongchao Zhu et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A methodology for monitoring smart buildings with incomplete models

(2018) Hamed Khorasgani et al.   APPLIED SOFT COMPUTING

Nominal features-based class specific learning model for fault diagnosis in industrial applications

(2018) R. Kannan et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Multiple incipient fault diagnosis in three-phase electrical systems using multivariate statistical signal processing

(2018) Claude Delpha et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A generic framework for decision fusion in Fault Detection and Diagnosis

(2018) Khaoula Tidriri et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A Hybrid clustering and classification technique for forecasting short-term energy consumption

(2018) Mehrnoosh Torabi et al.   Environmental Progress & Sustainable Energy

Conversion of Three-phase Commercial Machines into Six- phase Machines for Didactic and Research Purposes

(2018) Guillermo Catuogno et al.   IEEE Latin America Transactions

Distinct Bearing Faults Detection in Induction Motor by a Hybrid Optimized SWPT and aiNet-DAG SVM

(2018) Firas Ben Abid et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Information Fusion With Belief Functions for Detection of Interturn Short-Circuit Faults in Electrical Machines Using External Flux Sensors

(2018) Miftah Irhoumah et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Rotor-Current-Based Fault Diagnosis for DFIG Wind Turbine Drivetrain Gearboxes Using Frequency Analysis and a Deep Classifier

(2018) Fangzhou Cheng et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

An Experimental Comparative Evaluation of Machine Learning Techniques for Motor Fault Diagnosis Under Various Operating Conditions

(2018) Ignacio Martin-Diaz et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Analysis of Permanent Magnet Synchronous Motor Fault Diagnosis Based on Learning

(2018) I-Hsi Kao et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Emulating single point bearing faults with the use of an active magnetic bearing

(2018) Bram Corne et al.   IET Science Measurement & Technology

Induction machine model with space harmonics for fault diagnosis based on the convolution theorem

(2018) A. Sapena-Bano et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Metal Amorphous Nanocomposite (MANC) Alloy Cores with Spatially Tuned Permeability for Advanced Power Magnetics Applications

(2018) K. Byerly et al.   JOM

On the application of interval PCA to process monitoring: A robust strategy for sensor FDI with new efficient control statistics

(2018) Tarek Ait-Izem et al.   JOURNAL OF PROCESS CONTROL

Discriminant sparse and collaborative preserving embedding for bearing fault diagnosis

(2018) Yue Ma et al.   NEUROCOMPUTING

Real-time monitoring, prognosis, and resilient control for wind turbine systems

(2018) Zhiwei Gao et al.   RENEWABLE ENERGY

The use of slightly asymmetrical windings for rotating electrical machines

(2018) Massimo Caruso et al.   International Transactions on Electrical Energy Systems

Rotor fault diagnosis in induction motors by the matrix pencil method and support vector machine

(2018) Khaled Chahine   International Transactions on Electrical Energy Systems

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

(2018) Dahai Zhang et al.   IEEE Access

Residual selection for fault detection and isolation using convex optimization

(2018) Daniel Jung et al.   AUTOMATICA

Shipboard Fault Detection through Nonintrusive Load Monitoring: A Case Study

(2018) Peter Lindahl et al.   IEEE SENSORS JOURNAL

A permanent magnet assist, segmented rotor, switched reluctance drive for fault tolerant aerospace applications

(2018) Sana Ullah et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

2-D Exact Analytical Method for Steady-State Heat Transfer Prediction in Rotating Electrical Machines

(2018) Kamel Boughrara et al.   IEEE TRANSACTIONS ON MAGNETICS

Online fault detection and isolation of an AIR quality monitoring network based on machine learning and metaheuristic methods

(2018) Radhia Fazai et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Sensitivity-Based Fault Detection and Isolation Algorithm for Road Vehicle Chassis Sensors

(2018) Wonbin Na et al.   SENSORS

Elementary subdomain technique for magnetic field calculation in rotating electrical machines with local saturation effect

(2018) Lazhar Roubache et al.   COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING

Design and Analysis of a New Five-Phase Dual-Stator Consequent-Pole Brushless Hybrid Excitation Machine

(2018) Ying Fan et al.   IEEE TRANSACTIONS ON MAGNETICS

Fault detection and isolation based on fuzzy-integral fusion approach

(2018) Hamideh Jafari et al.   IET Science Measurement & Technology

A data-driven ground fault detection and isolation method for main circuit in railway electrical traction system

(2018) Zhiwen Chen et al.   ISA TRANSACTIONS

Vibration-Based Fault Diagnosis of Commutator Motor

(2018) Adam Glowacz et al.   SHOCK AND VIBRATION

Renewable Energy Technology Selection Problem Using Integrated H-SWARA-MULTIMOORA Approach

(2018) Abteen Ijadi Maghsoodi et al.   Sustainability

A Combined Data-Driven and Model-Based Residual Selection Algorithm for Fault Detection and Isolation

(2017) Daniel Jung et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Application of Infrared Thermography to Failure Detection in Industrial Induction Motors: Case Stories

(2017) David Lopez-Perez et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Performance analysis of Vernier slotted doubly salient permanent magnet generator for wind power

(2017) Cherif Guerroudj et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Methodology for fault detection in induction motors via sound and vibration signals

(2017) Paulo Antonio Delgado-Arredondo et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Software-based performance estimation and real-time thermal analysis of brushless direct current motor with corroded permanent magnets

(2017) Arumugam Palanivel et al.   COMPUTERS & ELECTRICAL ENGINEERING

An Empirical Overview of the No Free Lunch Theorem and Its Effect on Real-World Machine Learning Classification

(2016) David Gómez et al.   NEURAL COMPUTATION

Multi-fault detection and failure analysis of wind turbine gearbox using complex wavelet transform

(2016) Wei Teng et al.   RENEWABLE ENERGY

Generator bearing fault diagnosis for wind turbine via empirical wavelet transform using measured vibration signals

(2016) Jinglong Chen et al.   RENEWABLE ENERGY

The distance function effect on k-nearest neighbor classification for medical datasets

(2016) Li-Yu Hu et al.   SpringerPlus

Nonintrusive Load Monitoring: A Temporal Multilabel Classification Approach

(2015) Kaustav Basu et al.   IEEE Transactions on Industrial Informatics

Fuzzy fault isolation using gradient information and quality criteria from system identification models

(2015) Francisco Serdio et al.   INFORMATION SCIENCES

Broken rotor bar diagnosis in induction machines through stationary wavelet packet transform and multiclass wavelet SVM

(2013) Hassen Keskes et al.   ELECTRIC POWER SYSTEMS RESEARCH

Diagnostics of bearings in presence of strong operating conditions non-stationarity—A procedure of load-dependent features processing with application to wind turbine bearings

(2013) Radoslaw Zimroz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Single-parameter fault identification through information entropy analysis at the startup-transient current in induction motors

(2012) E. Cabal-Yepez et al.   ELECTRIC POWER SYSTEMS RESEARCH

Feature extraction using wavelets and classification through decision tree algorithm for fault diagnosis of mono-block centrifugal pump

(2012) V. Muralidharan et al.   MEASUREMENT

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Classifier chains for multi-label classification

(2011) Jesse Read et al.   MACHINE LEARNING

Fault diagnosis of ball bearings using machine learning methods

(2010) P.K. Kankar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference

(2007) Van Tung Tran et al.   EXPERT SYSTEMS WITH APPLICATIONS