标题
Advances in DGA based condition monitoring of transformers: A review
作者
关键词
Transformer-monitoring, Incipient faults, Uncertain diagnosis, Intelligent-techniques, Integrated-methods, Statistical/ mathematical tools, Sensor-based monitoring
出版物
RENEWABLE & SUSTAINABLE ENERGY REVIEWS
Volume 149, Issue -, Pages 111347
出版商
Elsevier BV
发表日期
2021-06-23
DOI
10.1016/j.rser.2021.111347
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- A Multiple Incipient Fault Classification Approach for Enhancing the Accuracy of Dissolved Gas Analysis (DGA)
- (2019) Shakeb Khan et al. IET Science Measurement & Technology
- Multi-gas detection in power transformer oil based on tunable diode laser absorption spectrum
- (2019) Jun Jiang et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- A MICROWAVE-BASED SENSOR FOR POWER TRANSFORMERS’ INSULATION OIL MONITORING
- (2019) Mohamed Amine BENAISSA et al. IET Science Measurement & Technology
- Experiences with transformer diagnosis by DGA: case studies
- (2019) Nami Mahmoudi et al. IET Generation Transmission & Distribution
- A novel model based on wavelet LS-SVM integrated improved PSO algorithm for forecasting of dissolved gas contents in power transformers
- (2018) Hanbo Zheng et al. ELECTRIC POWER SYSTEMS RESEARCH
- TDLAS-Based Detection of Dissolved Methane in Power Transformer Oil and Field Application
- (2018) Jun Jiang et al. IEEE SENSORS JOURNAL
- Power transformer dissolved gas analysis through Bayesian networks and hypothesis testing
- (2018) Jose Ignacio Aizpurua et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- An integrated method of ANFIS and Dempster-Shafer theory for fault diagnosis of power transformer
- (2018) Tusongjiang Kari et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Proposed three ratios technique for the interpretation of mineral oil transformers based dissolved gas analysis
- (2018) Osama E. Gouda et al. IET Generation Transmission & Distribution
- Combining and comparing various machine-learning algorithms to improve dissolved gas analysis interpretation
- (2018) Mohammed El Amine Senoussaoui et al. IET Generation Transmission & Distribution
- Power transformers monitoring based on electrical measurements: state of the art
- (2018) Matias Meira et al. IET Generation Transmission & Distribution
- Proposed heptagon graph for DGA interpretation of oil transformers
- (2018) Osama E. Gouda et al. IET Generation Transmission & Distribution
- Intelligent prediction of transformer faults and severities based on dissolved gas analysis integrated with thermodynamics theory
- (2018) Sherif S.M. Ghoneim IET Science Measurement & Technology
- Application of Polycrystalline SnO 2 Sensor Chromatographic System to Detect Dissolved Gases in Transformer Oil
- (2018) Jingmin Fan et al. SENSORS AND ACTUATORS B-CHEMICAL
- Interpretation of turn-to-turn insulation fault by dissolved gas analysis
- (2018) Dongjin Kweon et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- A hybrid feature selection approach for power transformer fault diagnosis based on support vector machine and genetic algorithm
- (2018) Tusongjiang Kari et al. IET Generation Transmission & Distribution
- DGALab: an extensible software implementation for DGA
- (2018) Saleh I. Ibrahim et al. IET Generation Transmission & Distribution
- Assessment of computational intelligence and conventional dissolved gas analysis methods for transformer fault diagnosis
- (2018) Jawad Faiz et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Graphic approaches for faults diagnosis for Camellia insulating liquid filled transformers based on dissolved gas analysis
- (2018) Chenmeng Xiang et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- An Online Monitoring System for Oil Immersed Power Transformer Based on SnO2 GC Detector With a New Quantification Approach
- (2017) Jingmin Fan et al. IEEE SENSORS JOURNAL
- Chemical Sensing Strategies for Real-Time Monitoring of Transformer Oil: A Review
- (2017) Chenhu Sun et al. IEEE SENSORS JOURNAL
- SOFC detector for portable gas chromatography: High-sensitivity detection of dissolved gases in transformer oil
- (2017) Jingmin Fan et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Low Energy Degradation Triangle for power transformer health assessment
- (2017) N. Moodley et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- A new method to detect dissolved gases in transformer oil using NIR-IR spectroscopy
- (2017) Norazhar Abu Bakar et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Dissolved gas analysis evaluation in electric power transformers using conventional methods a review
- (2017) Jawad Faiz et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Dissolved gas analysis of insulating oil for power transformer fault diagnosis with deep belief network
- (2017) Jiejie Dai et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Using dissolved gas analysis results to detect and isolate the internal faults of power transformers by applying a fuzzy logic method
- (2017) Masoud Noori et al. IET Generation Transmission & Distribution
- Conditional probability-based interpretation of dissolved gas analysis for transformer incipient faults
- (2017) Ibrahim B.M. Taha et al. IET Generation Transmission & Distribution
- Diagnosis of incipient dominant and boundary faults using composite DGA method
- (2017) Shufali A. Wani et al. International Transactions on Electrical Energy Systems
- A new fault diagnostic technique in oil-filled electrical equipment; the dual of Duval triangle
- (2016) G. K. Irungu et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Integrated ANN-based proactive fault diagnostic scheme for power transformers using dissolved gas analysis
- (2016) Sherif S. M. Ghoneim et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Optimal dissolved gas ratios selected by genetic algorithm for power transformer fault diagnosis based on support vector machine
- (2016) Jinzhong Li et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Application of Gene Expression Programming (GEP) in Power Transformers Fault Diagnosis Using DGA
- (2016) Hasmat Malik et al. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
- A new approach of DGA interpretation technique for transformer fault diagnosis
- (2016) Sherif S.M. Ghoneim et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- A Novel Neural Network Approach to Transformer Fault Diagnosis Based on Momentum-Embedded BP Neural Network Optimized by Genetic Algorithm and Fuzzy c-Means
- (2015) Kefei Zhang et al. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING
- Study of "code absence" in the IEC three-ratio method of dissolved gas analysis
- (2015) Zhi-xiong Liu et al. IEEE ELECTRICAL INSULATION MAGAZINE
- Development of a new graphical technique for dissolved gas analysis in power transformers based on the five combustible gases
- (2015) Diaa-Eldin A. Mansour IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- A comprehensive comparative study of DGA based transformer fault diagnosis using fuzzy logic and ANFIS models
- (2015) Shakeb A. Khan et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Development and evaluation of a new DGA diagnostic method based on thermodynamics fundamentals
- (2015) Vinicius Cruz et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Thermodynamic Estimation of Transformer Fault Severity
- (2015) Fredi Jakob et al. IEEE TRANSACTIONS ON POWER DELIVERY
- Design and evaluation of a hybrid system for detection and prediction of faults in electrical transformers
- (2015) Samaher Al-Janabi et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- A new fuzzy logic approach to identify power transformer criticality using dissolved gas-in-oil analysis
- (2015) A. Abu-Siada et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- A review of dissolved gas analysis measurement and interpretation techniques
- (2014) Norazhar Bakar et al. IEEE ELECTRICAL INSULATION MAGAZINE
- The duval pentagon-a new complementary tool for the interpretation of dissolved gas analysis in transformers
- (2014) IEEE ELECTRICAL INSULATION MAGAZINE
- FINNIM: Iterative Imputation of Missing Values in Dissolved Gas Analysis Dataset
- (2014) Zahriah Sahri et al. IEEE Transactions on Industrial Informatics
- Dissolved gas analysis method based on novel feature prioritisation and support vector machine
- (2014) Chenghao Wei et al. IET Electric Power Applications
- Pattern recognition techniques for power transformer insulation diagnosis-a comparative study part 2: implementation, case study, and statistical analysis
- (2014) Yi Cui et al. International Transactions on Electrical Energy Systems
- Power transformer fault diagnosis under measurement originated uncertainties
- (2013) Hui Ma et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- New methods of DGA diagnosis using IEC TC 10 and related databases Part 1: application of gas-ratio combinations
- (2013) Sung-wook Kim et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Intelligent fault types diagnostic system for dissolved gas analysis of oil-immersed power transformer
- (2013) Ming-Ta Yang et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Reliability assessment of the fault diagnosis methodologies for transformers and a new diagnostic scheme based on fault info integration
- (2013) Xuelei Wang et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- New methods of DGA diagnosis using IEC TC 10 and related databases Part 2: application of relative content of fault gases
- (2013) Soo-jin Lee et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Dissolved gas analysis of mineral oil for power transformer fault diagnosis using fuzzy logic
- (2013) Yann-Chang Huang et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Performance of coconut oil as an alternative transformer liquid insulation
- (2013) B. S. H. M. S. Matharage et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Improved DGA method based on rules extracted from high-dimension input space
- (2012) M.A.B. Amora et al. ELECTRONICS LETTERS
- Adaptive neuro-fuzzy inference system approach for simultaneous diagnosis of the type and location of faults in power transformers
- (2012) Rahmat Hooshmand et al. IEEE ELECTRICAL INSULATION MAGAZINE
- Application of an artificial neural network in the use of physicochemical properties as a low cost proxy of power transformers DGA data
- (2012) F. R. Barbosa et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- A new approach to identify power transformer criticality and asset management decision based on dissolved gas-in-oil analysis
- (2012) A. Abu-Siada et al. IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
- Statistical Machine Learning and Dissolved Gas Analysis: A Review
- (2012) Piotr Mirowski et al. IEEE TRANSACTIONS ON POWER DELIVERY
- Function analysis based rule extraction from artificial neural networks for transformer incipient fault diagnosis
- (2012) Deepika Bhalla et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Mathematical model for predicting the state of health of transformers and service methodology for enhancing their life
- (2012) Anjali Chatterjee et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- MLP neural network-based decision for power transformers fault diagnosis using an improved combination of Rogers and Doernenburg ratios DGA
- (2012) Seifeddine Souahlia et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Usage of nanotechnology based gas sensor for health assessment and maintenance of transformers by DGA method
- (2012) Anjali Chatterjee et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- Particle swarm optimization-least squares support vector regression based forecasting model on dissolved gases in oil-filled power transformers
- (2011) Ruijin Liao et al. ELECTRIC POWER SYSTEMS RESEARCH
- Power transformer fault diagnosis based on dissolved gas analysis by support vector machine
- (2011) Khmais Bacha et al. ELECTRIC POWER SYSTEMS RESEARCH
- An Integrated Decision-Making Model for Condition Assessment of Power Transformers Using Fuzzy Approach and Evidential Reasoning
- (2011) Ruijin Liao et al. IEEE TRANSACTIONS ON POWER DELIVERY
- A Thermodynamic Approach to Evaluation of the Severity of Transformer Faults
- (2011) Fredi Jakob et al. IEEE TRANSACTIONS ON POWER DELIVERY
- Expert system for the assessment of power transformer insulation condition based on type-2 fuzzy logic systems
- (2010) Wilfredo C. Flores et al. EXPERT SYSTEMS WITH APPLICATIONS
- DGA Interpretation Scheme Derived From Case Study
- (2010) Xiaohui Li et al. IEEE TRANSACTIONS ON POWER DELIVERY
- A case-based reasoning approach to power transformer fault diagnosis using dissolved gas analysis data
- (2008) Z. Qian et al. EUROPEAN TRANSACTIONS ON ELECTRICAL POWER
- An Integrated Neural Fuzzy Approach for Fault Diagnosis of Transformers
- (2008) R. Naresh et al. IEEE TRANSACTIONS ON POWER DELIVERY
- A Probabilistic Classifier for Transformer Dissolved Gas Analysis With a Particle Swarm Optimizer
- (2008) Z.J. Richardson et al. IEEE TRANSACTIONS ON POWER DELIVERY
- Wavelet Networks in Power Transformers Diagnosis Using Dissolved Gas Analysis
- (2008) Weigen Chen et al. IEEE TRANSACTIONS ON POWER DELIVERY
- Power Transformer Fault Classification Based on Dissolved Gas Analysis by Implementing Bootstrap and Genetic Programming
- (2008) A. Shintemirov et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started