연구동향 분석
박사

Improvement of safety and homogeneity of a high field superconducting magnet using machine learning

전해룡 2020년

논문상세정보
인용/피인용
' Improvement of safety and homogeneity of a high field superconducting magnet using machine learning' 의 주제별 논문영향력
논문영향력 선정 방법
논문영향력 요약
주제
  • DDPG algorithm
  • DDPG 알고리즘
  • active shimming
  • field mapping
  • hts magnet
  • machine learning
  • nmr
  • quench detection
  • reinforcement learning
  • supervised-learning
  • svm algorithm
  • unsupervised-learning
  • 강화학습
  • 비지도 학습
  • 엑티브 시밍
  • 지도 학습
  • 초전도 마그넷
  • 퀜치 디텍션
  • 클러스터링
동일주제 총논문수 논문피인용 총횟수 주제별 논문영향력의 평균
1,598 0

0.0%

' Improvement of safety and homogeneity of a high field superconducting magnet using machine learning' 의 참고문헌

  • \Deep neural networks : A promising tool for faultCharacteristic mining and intelligent diagnosis of rotating machinery with massive data ''
    vol . 72–73 , pp . 303–315 [2016]
  • [20] M. G. Lagoudakis, “Value Function Approximation,” Encycl. Mach. Learn. Data Min., pp. 1–15, 2014.
    pp . 1–15 [2014]
  • [19] F. Blanchini and S. Miani, “Dynamic programming,” Syst. Control Found. Appl., no. 9783319179322, pp. 193–234, 2015.
  • VIME : Variational information maximizing exploration
    vol . 0 , pp . 1117–1125 [2016]
  • The manufacture and test of a GdBCO insert coil for an 11 T superconducting magnet
    vol . 23 , no . 3 , pp . 3–6 [2013]
  • Relaxation Effects in Nuclear Magnetic Resonance Absorption .
    vol . 73 , no . 7 , pp . 679–712 , [1948]
  • Learning multiagent communication with backpropagation
    [2016]
  • HTS wire consumption reduction in a coil with an actively controllable magnetic core for a fault current controller
    vol . 23 , no . 3 , pp . 120–123 [2013]
  • Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress
    no . i , pp . 1–9 [2002]
  • Experimental Study on Thermal Behavior of HTS Coils with Quasi-Insulation Winding Method at Overcurrent Operation ,
    vol . 26 , no . 4 , pp . 1–5 [2016]
  • Effect of current sweep reversal on the magnetic field stability for a Bi-2223 superconducting solenoid ,
    vol . 469 , no . 22 , pp . 1996–1999 [2009]
  • Discharge Voltage Effects on High-TC Superconducting Tapes with Respect to Tensile Stress
    vol . 26 , no . 4 [2016]
  • Development of quench protection system for HTS coils by active power method
    vol . 463–465 , no . SUPPL. , pp . 1281–1284 [2007]
  • Development of a three-dimensional finite-element model for high-temperature superconductors based on the H-formulation
    vol . 53 , pp . 142–147 , [2013]
  • Deep Learning
    vol . 521 , no . 7553 , pp . 436–444 [2015]
  • Curiosity-driven Exploration by Self-supervised Prediction
    no . Icm , pp . 16–17 .
  • Calculation of alternating current losses in stacks and coils made of second generation high temperature superconducting tapes for large scale applications
    vol . 114 , no . 17 , pp . 4–13 [2013]
  • A study on the superconducting synchronous generator with the fixed-type field coil
    vol . 23 , no . 3 [2013]
  • A study on an algorithm for finding magnetic center of an asymmetric HTS magnet with 3-axis mapper
    vol . 23 , no . 3 , pp . 0–3 [2013]
  • A spectrometer designed for 6.7 and 14.1 T DNP-enhanced solid-state MAS NMR using quasi-optical microwave transmission
    vol . 215 , pp . 1–9 [2011]
  • A novel and smart design of superconducting fault current controller : Implementation and verification for various fault condition
    vol . 23 , no . 3 , pp . 3–6 [2013]
  • A new method for joining of Bi ( 2223 ) /Ag tapes
    vol . 297 , no . 1–2 , pp . 91–94 [1998]
  • 3D modeling and simulation of 2G HTS stacks and coils ,
    vol . 27 , no . 4 , [2014]