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Volumn 40, Issue 13, 2012, Pages 7-13

Smart power generation control for microgrids islanded operation based on R(λ) learning

Author keywords

Distributed generation; Load frequency control; Microgrid; R( ) learning; Smart generation control

Indexed keywords

AUTOMATIC GENERATION CONTROL; DYNAMIC PERFORMANCE; FLYWHEEL ENERGY STORAGE; FREQUENCY ADJUSTMENT; ISLANDED OPERATION; LEARNING CONTROLLERS; LOAD-FREQUENCY CONTROL; MICRO GAS TURBINES; MICRO GRID; MULTI-STEP; PHOTOVOLTAIC GENERATION; PI CONTROL; Q-LEARNING; RAPID CONVERGENCE; SIMULATION ANALYSIS; SMALL HYDRO; SMART POWER;

EID: 84865280944     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (22)

References (21)
  • 1
    • 79959218207 scopus 로고    scopus 로고
    • Research on improved AGC control strategy based on CPS standard
    • LEI Xia, MA Yi-kai, HE Jian-ming, et al. Research on improved AGC control strategy based on CPS standard[J]. Power System Protection and Control, 2011, 39(11): 79-89.
    • (2011) Power System Protection and Control , vol.39 , Issue.11 , pp. 79-89
    • Lei, X.1    Ma, Y.-K.2    He, J.-M.3
  • 2
    • 77956060622 scopus 로고    scopus 로고
    • Management and control of domestic smart grid technology
    • Molderink A, Bakker V, Bosman M G C, et al. Management and control of domestic smart grid technology[J]. IEEE Trans on Smart Grid, 2010, 1(2): 109-119.
    • (2010) IEEE Trans on Smart Grid , vol.1 , Issue.2 , pp. 109-119
    • Molderink, A.1    Bakker, V.2    Bosman, M.G.C.3
  • 3
    • 78650327984 scopus 로고    scopus 로고
    • Modeling and simulation of microgrid system based on wind-solar hybrid
    • GUO Tian-yong, ZHAO Geng-shen, ZHAO Yao, et al. Modeling and simulation of microgrid system based on wind-solar hybrid[J]. Power System Protection and Control, 2010, 38(21): 104-108.
    • (2010) Power System Protection and Control , vol.38 , Issue.21 , pp. 104-108
    • Guo, T.-Y.1    Zhao, G.-S.2    Zhao, Y.3
  • 4
  • 5
    • 78651540533 scopus 로고    scopus 로고
    • Research on frequency control for microgrid in islanded operation
    • YANG Xiang-zhen, SU Jian-hui, DING Ming, et al. Research on frequency control for microgrid in islanded operation[J]. Power System Technology, 2010, 34(1): 164-168.
    • (2010) Power System Technology , vol.34 , Issue.1 , pp. 164-168
    • Yang, X.-Z.1    Su, J.-H.2    Ding, M.3
  • 6
    • 68049099149 scopus 로고    scopus 로고
    • Application and development of reinforcement learning theory in power systems
    • YU Tao, ZHOU Bin, ZHEN Wei-guo. Application and development of reinforcement learning theory in power systems[J]. Power System Protection and Control, 2009, 34(17): 122-128.
    • (2009) Power System Protection and Control , vol.34 , Issue.17 , pp. 122-128
    • Yu, T.1    Zhou, B.2    Zhen, W.-G.3
  • 7
    • 67650266434 scopus 로고    scopus 로고
    • Reinforcement learning based CPS self-tuning control methodology for interconnected power systems
    • YU Tao, ZHOU Bin. Reinforcement learning based CPS self-tuning control methodology for interconnected power systems[J]. Power System Protection and Control, 2009, 37(10): 33-38.
    • (2009) Power System Protection and Control , vol.37 , Issue.10 , pp. 33-38
    • Yu, T.1    Zhou, B.2
  • 8
    • 79960889687 scopus 로고    scopus 로고
    • Stochastic optimal relaxed automatic generation control in Non-Markov environment based on multi-step Q (λ) learning
    • Yu T, Zhou B, Chan K W, et al. Stochastic optimal relaxed automatic generation control in Non-Markov environment based on multi-step Q (λ) learning[J]. IEEE Trans on Power Systems, 2011, 26(3): 1272-1282.
    • (2011) IEEE Trans on Power Systems , vol.26 , Issue.3 , pp. 1272-1282
    • Yu, T.1    Zhou, B.2    Chan, K.W.3
  • 9
    • 78649955785 scopus 로고    scopus 로고
    • An average reward model based whole process R (λ)-learning for optimal CPS control
    • YU Tao, YUAN Ye. An average reward model based whole process R (λ)-learning for optimal CPS control[J]. Automation of Electric Power Systems, 2010, 34(21): 27-33.
    • (2010) Automation of Electric Power Systems , vol.34 , Issue.21 , pp. 27-33
    • Yu, T.1    Yuan, Y.2
  • 11
    • 0036494323 scopus 로고    scopus 로고
    • Flicker emission of wind turbine caused by switching operations
    • Larsson A. Flicker emission of wind turbine caused by switching operations[J]. IEEE Trans on Energy Conversion, 2002, 17(1): 119-123.
    • (2002) IEEE Trans on Energy Conversion , vol.17 , Issue.1 , pp. 119-123
    • Larsson, A.1
  • 12
    • 77955042936 scopus 로고    scopus 로고
    • Research on the calculation method of large capacity solar energy PV power generation station with AC output
    • GONG Chun-jing. Research on the calculation method of large capacity solar energy PV power generation station with AC output[J]. East China Electric Power, 2009, 37(8): 1309-1311.
    • (2009) East China Electric Power , vol.37 , Issue.8 , pp. 1309-1311
    • Gong, C.-J.1
  • 13
    • 77649333690 scopus 로고    scopus 로고
    • Trade-off analysis of autonomous microgrid sizing with PV, diesel, and battery storage
    • Saito N, Niimura T, Koyanagi K, et al. Trade-off analysis of autonomous microgrid sizing with PV, diesel, and battery storage[C] // IEEE Power & Energy Society General Meeting, 2009: 1-6.
    • (2009) IEEE Power & Energy Society General Meeting , pp. 1-6
    • Saito, N.1    Niimura, T.2    Koyanagi, K.3
  • 14
    • 79959704470 scopus 로고    scopus 로고
    • Simulation research on the microgrid with flywheel energy storage system
    • HUANG Yu-qi, FANG Bin-yi, SUN Jin-feng. Simulation research on the microgrid with flywheel energy storage system[J]. Power System Protection and Control, 2011, 39(9): 83-113.
    • (2011) Power System Protection and Control , vol.39 , Issue.9 , pp. 83-113
    • Huang, Y.-Q.1    Fang, B.-Y.2    Sun, J.-F.3
  • 17
    • 17244379876 scopus 로고    scopus 로고
    • Specific features of advanced micro gas turbines and their application prospects
    • WENG Yi-wu, SU Ming, WENG Shi-lie. Specific features of advanced micro gas turbines and their application prospects[J]. Journal of Engineering for Thermal Energy and Power, 2003, 18(3): 111-116.
    • (2003) Journal of Engineering for Thermal Energy and Power , vol.18 , Issue.3 , pp. 111-116
    • Weng, Y.-W.1    Su, M.2    Weng, S.-L.3
  • 18
    • 52349123822 scopus 로고    scopus 로고
    • Modelling and simulation of microturbine in islanded and grid-connected mode as distributed energy resource
    • Saha A K, Chowdhury S, Chowdhury S P, et al. Modelling and simulation of microturbine in islanded and grid-connected mode as distributed energy resource[C] // IEEE Power & Energy Society General Meeting, 2008: 1-7.
    • (2008) IEEE Power & Energy Society General Meeting , pp. 1-7
    • Saha, A.K.1    Chowdhury, S.2    Chowdhury, S.P.3
  • 19
    • 41949142144 scopus 로고    scopus 로고
    • Frequency control in micro-grid power system combined with electrolyzer system and fuzzy PI controller
    • Li X J, Song Y J, Han S B. Frequency control in micro-grid power system combined with electrolyzer system and fuzzy PI controller[J]. Journal of Power Sources, 2008, 180(1): 468-475.
    • (2008) Journal of Power Sources , vol.180 , Issue.1 , pp. 468-475
    • Li, X.J.1    Song, Y.J.2    Han, S.B.3
  • 21
    • 0029752592 scopus 로고    scopus 로고
    • Average reward reinforcement learning: Foundations, algorithms, and empirical results
    • Sridhar Mahadevan. Average reward reinforcement learning: foundations, algorithms, and empirical results[J]. Machine Learning, 1996, 22(1-3): 159-195.
    • (1996) Machine Learning , vol.22 , Issue.1-3 , pp. 159-195
    • Mahadevan, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.