Combining and comparing various machine-learning algorithms to improve dissolved gas analysis interpretation (English)
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- New search for: Senoussaoui, Mohammed El Amine
- New search for: Brahami, Mostefa
- New search for: Fofana, Issouf
- New search for: Senoussaoui, Mohammed El Amine
- New search for: Brahami, Mostefa
- New search for: Fofana, Issouf
In:
IET Generation, Transmission & Distribution
;
12
, 15
;
3673-3679
;
2018
- Article (Journal) / Electronic Resource
-
Title:Combining and comparing various machine-learning algorithms to improve dissolved gas analysis interpretation
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Contributors:
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Published in:IET Generation, Transmission & Distribution ; 12, 15 ; 3673-3679
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Publisher:
- New search for: The Institution of Engineering and Technology
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Publication date:2018-06-19
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Size:7 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:Bayes network , classification models , multilayer perceptron , chemical engineering computing , k-nearest neighbour , Duval triangle , decision trees , nearest neighbour methods , fault diagnosis , Adaboost algorithm , DGA interpretation , bootstrap aggregation , Bayes methods , machine-learning algorithms , artificial intelligence techniques , transformer oil , J48 decision tree , ratio method , dissolved gas analysis interpretation , multilayer perceptrons , DGA fault classification , power engineering computing , key gases , pattern classification
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Source:
Metadata by IET is licensed under CC BY 3.0
Table of contents – Volume 12, Issue 15
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 3607
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System-level dynamic phasor models of hybrid AC/DC microgrids suitable for real-time simulation and small signal analysisXu, Jin / Wang, Keyou / Li, Guojie / Ji, Weijiang / Jiang, Xiuchen / Zhang, Hua et al. | 2018
- 3618
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Research on modelling and solution of stochastic SCUC under AC power flow constraintsNan, Yang / Di, Ye / Zheng, Zhou / Jiazhan, Cui / Daojun, Chen / Xiaoming, Wang et al. | 2018
- 3626
-
Self‐balanced non‐isolated hybrid modular DC–DC converter for medium‐voltage DC gridsElserougi, Ahmed A. / Massoud, Ahmed M. / Abdelsalam, Ibrahim / Ahmed, Shehab et al. | 2018
- 3637
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Digital coordination strategy of protection and frequency stability for an islanded microgridMohamed, Emad A. / Magdy, Gaber / Shabib, Gaber / Elbaset, Adel A. / Mitani, Yasunori et al. | 2018
- 3647
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New reward and penalty scheme for electric distribution utilities employing load‐based reliability indicesWang, Bo / Camacho, Jorge Alexis / Pulliam, Gary Michael / Etemadi, Amir Hossein / Dehghanian, Payman et al. | 2018
- 3655
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Decentralised PEV charging coordination to absorb surplus wind energy via stochastically staggered dual‐tariff schemes considering feeder‐level regulationsLiu, Peng / Yu, Jilai / Mohammed, Eissa et al. | 2018
- 3666
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Methodology of risk assessment and decomposition in power grid applicationsWawrzyniak, Karol / Urresti Padrón, Endika / Gomulski, Krzysztof / Korab, Roman / Jaworski, Wojciech et al. | 2018
- 3673
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Combining and comparing various machine‐learning algorithms to improve dissolved gas analysis interpretationSenoussaoui, Mohammed El Amine / Brahami, Mostefa / Fofana, Issouf et al. | 2018
- 3680
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Single-ended travelling wave protection algorithm based on full waveform in the time and frequency domainsDeng, Feng / Li, Xinran / Zeng, Xiangjun et al. | 2018
- 3692
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Experimental investigation on safety and reliability of ball‐eye under bending load in electrical systemsXie, Zhan‐Shan / Zheng, Yuan / Wang, An‐Ni / Tian, Qian / Chen, Yuan / Kan, Kan / Lu, Yi et al. | 2018
- 3699
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High‐impedance fault detection and classification in power system distribution networks using morphological fault detector algorithmKavi, Moses / Mishra, Yateendra / Vilathgamuwa, Mahinda D. et al. | 2018
- 3711
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Switching impulse discharge voltage prediction of EHV and UHV transmission lines–tower air gaps by a support vector classifierQiu, Zhibin / Ruan, Jiangjun / Jin, Qi / Wang, Xuezong / Huang, Daochun / Shu, Shengwen et al. | 2018
- 3718
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Transient inrush current detection and classification in 230 kV shunt capacitor bank switching under various transient-mitigation methods based on discrete wavelet transformPatcharoen, Theerasak / Ngaopitakkul, Atthapol et al. | 2018
- 3726
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Optimal planning and operation of static VAR compensators in a distribution system with non-linear loadsAlvarez-Alvarado, Manuel S. / Rodríguez-Gallegos, Carlos D. / Jayaweera, Dilan et al. | 2018
- 3736
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Research on heat and electricity coordinated dispatch model for better integration of wind power based on electric boiler with thermal storageYang, Lijun / Zhang, Xing / Gao, Peng et al. | 2018
- 3744
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Contribution of FACTS devices in power systems security using MILP‐based OPFNikoobakht, Ahmad / Aghaei, Jamshid / Parvania, Masood / Sahraei‐Ardakani, Mostafa et al. | 2018
- 3756
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Unidimensional Vertical Electrical Soundings involving uneven soil surfaces: improving the apparent resistivity measurements for soil modellingFaleiro, Eduardo / Asensio, Gabriel / Moreno, Jorge et al. | 2018
- 3764
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Customer reward-based demand response program to improve demand elasticity and minimise financial risk during price spikesVu, Dao H. / Muttaqi, Kashem M. / Agalgaonkar, Ashish P. / Bouzerdoum, Abdesselam et al. | 2018
- 3772
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Optimal operation management of a regional network of microgrids based on chance-constrained model predictive controlBazmohammadi, Najmeh / Tahsiri, Ahmadreza / Anvari-Moghaddam, Amjad / Guerrero, Josep M. et al. | 2018
- 3780
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Moving beyond the optimal transmission switching: stochastic linearised SCUC for the integration of wind power generation and equipment failures uncertaintiesNikoobakht, Ahmad / Aghaei, Jamshid / Mardaneh, Mohammad / Niknam, Taher / Vahidinasab, Vahid et al. | 2018