Microgrid supervisory controllers and energy management systems: A literature review

Renewable and Sustainable Energy Reviews

Volumn 60, Issue , 2016, Pages 1263-1273

  Meng, Lexuan ^a   Sanseverino, Eleonora Riva ^b   Luna, Adriana ^a   Dragicevic, Tomislav ^a   Vasquez, Juan C ^a   Guerrero, Josep M ^a  

^a AALBORG UNIVERSITY   (Denmark)

^b UNIVERSITY OF PALERMO   (Italy)

Author keywords

Energy management system; Hierarchical control; Microgrid; Microgrid supervisory controller

Indexed keywords

CONTROLLERS; ENERGY MANAGEMENT; ENERGY RESOURCES; HIERARCHICAL SYSTEMS;

CONTROL OBJECTIVES; CONTROLLER ENERGY; DISTRIBUTED ENERGY RESOURCES; DISTRIBUTED ENERGY STORAGES; HIERARCHICAL CONTROL; LITERATURE REVIEWS; MICROGRID; MICROGRID SUPERVISORY CONTROLLER; SUPERVISORY CONTROLLERS;

ENERGY MANAGEMENT SYSTEMS;

EID: 84961163001     PISSN: 13640321     EISSN: 18790690     Source Type: Journal    
DOI: 10.1016/j.rser.2016.03.003     Document Type: Review

References (109)

1. Committee C, Generation D, Storage E. IEEE Guide for Design, Operation, and Integration of Distributed Resource Island Systems with Electric Power Systems IEEE Standards Coordinating Committee 21 Sponsored by the; 2011.
2. N. Hatziargyriou, H. Asano, R. Iravani, and C. Marnay Microgrids IEEE Power Energy Mag 5 2007 78 94
3. Lasseter RH. MicroGrids. 2002 IEEE Power Eng. Soc. Winter Meet. Conf. Proc. (Cat. No. 02CH37309), vol. 1; 2002.
4. Lasseter RH. Certs Microgrid. In: IEEE International Conference on System of Systems Engineering. SoSE'07; 2007. p. 1-5.
5. Morozumi S. Micro-grid Demonstration Projects in Japan. Power Conversion Conference - Nagoya; 2007.
6. P. Basak, S. Chowdhury, S. Halder Nee Dey, and S.P. Chowdhury A literature review on integration of distributed energy resources in the perspective of control, protection and stability of microgrid Renew Sustain Energy Rev 16 2012 5545 5556
7. N.W.A. Lidula, and A.D. Rajapakse Microgrids research: a review of experimental microgrids and test systems Renew Sustain Energy Rev 15 2011 186 202
8. Microgrid Deployment Tracker 2Q14 Navigant Research; 2014.
9. F. Katiraei, R. Iravani, N. Hatziargyriou, and A. Dimeas Microgrid management IEEE Power Energy Mag 2008 54 65
10. De Brabandere K, Vanthournout K, Driesen J, Deconinck G, Belmans R. Control of Microgrids. IEEE Power Eng. Soc. Gen. Meet.; 2007.
11. Piagi P, Lasseter RH. Autonomous Control of Microgrids. IEEE Power Eng. Soc. Gen. Meet; 2006.
12. A. Bidram, and A. Davoudi Hierarchical structure of microgrids control system IEEE Trans Smart Grid 3 2012 1963 1976
13. J.M. Guerrero, J.C. Vasquez, J. Matas, L.G. De Vicuna, and M. Castilla Hierarchical control of droop-controlled AC and DC microgrids - a general approach toward standardization IEEE Trans Ind Electron 58 2011 158 172
14. D.E. Olivares, A. Mehrizi-Sani, A.H. Etemadi, C.A. Canizares, R. Iravani, M. Kazerani, A.H. Hajimiragha, O. Gomis-Bellmunt, M. Saeedifard, R. Palma-Behnke, G.A. Jimenez-Estevez, and N.D. Hatziargyriou Trends in microgrid control IEEE Trans Smart Grid 5 4 2014 1905 1919
15. H. Kanchev, D. Lu, F. Colas, V. Lazarov, and B. Francois Energy management and operational planning of a microgrid with a pv-based active generator for smart grid applications IEEE Trans Ind Electron 58 2011 4583 4592
16. Tsikalakis AG, Hatziargyriou ND. Centralized Control for Optimizing Microgrids Operation. IEEE Power Energy Soc. Gen. Meet.; 2011. p.1-8.
17. A.D. Hawkes, and M.A. Leach Modelling high level system design and unit commitment for a microgrid Appl. Energy 86 2009 1253 1265
18. R. Palma-Behnke, C. Benavides, F. Lanas, B. Severino, L. Reyes, J. Llanos, and D. Saez A microgrid energy management system based on the rolling horizon strategy IEEE Trans Smart Grid 4 2013 996 1006
19. H.S.V.S.K. Nunna, and S. Doolla Multiagent-based distributed-energy-resource management for intelligent microgrids IEEE Trans Ind Electron 60 2013 1678 1687
20. S. Conti, R. Nicolosi, S.A. Rizzo, and H.H. Zeineldin "Optimal dispatching of distributed generators and storage systems for MV islanded microgrids IEEE Trans Power Deliv 27 2012 1243 1251
21. C. Chen, S. Duan, T. Cai, B. Liu, and G. Hu Smart energy management system for optimal microgrid economic operation IET Renew Power Gener 5 2011 258
22. Olivares DE, Canizares CA, Kazerani M. A Centralized Optimal Energy Management System for Microgrids. IEEE Power Energy Soc. Gen. Meet.; 2011. p.1-6.
23. Stluka P, Godbole D, Samad T. Energy Management for Buildings and Microgrids. IEEE Conf. Decis. Control Eur. Control Conf.; 2011. p. 5150-7.
24. Y. Zhang, N. Gatsis, and G.B. Giannakis Robust energy management for microgrids with high-penetration renewables IEEE Trans Sustain Energy 4 2013 944 953
25. C.M. Colson, M.H. Nehrir, R.K. Sharma, and B. Asghari Improving sustainability of hybrid energy systems part i: incorporating battery round-trip efficiency and operational cost factors IEEE Trans Sustain Energy 5 2014 37 45
26. C.M. Colson, M.H. Nehrir, R.K. Sharma, and B. Asghari Improving sustainability of hybrid energy systems part ii: managing multiple objectives with a multiagent system IEEE Trans Sustain Energy 5 2014 46 54
27. C.-X. Dou, and B. Liu Multi-agent based hierarchical hybrid control for smart microgrid IEEE Trans Smart Grid 4 2013 771 778
28. Q. Jiang, M. Xue, and G. Geng Energy management of microgrid in grid-connected and stand-alone modes Power Syst IEEE Trans 28 2013 3380 3389
29. A. Vaccaro, M. Popov, D. Villacci, and V. Terzija An integrated framework for smart microgrids modeling, monitoring, control, communication, and verification Proc IEEE 99 2011 119 132
30. R. Zamora, and A.K. Srivastava Controls for microgrids with storage: review, challenges, and research needs Renew Sustain Energy Rev 14 2010 2009 2018
31. W. Saad, Z. Han, H. Poor, and T. Basar Game-theoretic methods for the smart grid: an overview of microgrid systems, demand-side management, and smart grid communications IEEE Signal Process Mag 29 2012 86 105
32. E. Barklund, N. Pogaku, M. Prodanovic, C. Hernandez-Aramburo, and T.C. Green Energy management in autonomous microgrid using stability-constrained droop control of inverters IEEE Trans Power Electron 23 2008
33. K.T. Tan, X.Y. Peng, P.L. So, Y.C. Chu, and M.Z.Q. Chen Centralized control for parallel operation of distributed generation inverters in microgrids IEEE Trans Smart Grid 2012 1 11
34. A. Colet-Subirachs, A. Ruiz-Alvarez, O. Gomis-Bellmunt, F. Alvarez-Cuevas-Figuerola, and A. Sudria-Andreu Centralized and distributed active and reactive power control of a utility connected microgrid using IEC61850 IEEE Syst J 6 1 2012 58 67
35. K.T. Tan, P.L. So, Y.C. Chu, and M.Z.Q. Chen Coordinated control and energy management of distributed generation inverters in a microgrid IEEE Trans Power Deliv 28 2013 704 713
36. A. Chaouachi, R.M. Kamel, R. Andoulsi, and K. Nagasaka Multiobjective intelligent energy management for a microgrid IEEE Trans Ind Electron 60 2013 1688 1699
37. A. Borghetti, M. Bosetti, S. Grillo, S. Massucco, C.A. Nucci, M. Paolone, and F. Silvestro Short-term scheduling and control of active distribution systems with high penetration of renewable resources IEEE Syst J 4 2010
38. H. Zhou, T. Bhattacharya, D. Tran, T.S.T. Siew, and A.M. Khambadkone Composite energy storage system involving battery and ultracapacitor with dynamic energy management in microgrid applications IEEE Trans Power Electron 26 2011 923 930
39. J.Y. Kim, J.H. Jeon, S.K. Kim, C. Cho, J.H. Park, H.M. Kim, and K.Y. Nam Cooperative control strategy of energy storage system and microsources for stabilizing the microgrid during islanded operation IEEE Trans Power Electron 25 2010
40. B. Belvedere, M. Bianchi, A. Borghetti, C.A. Nucci, M. Paolone, and A. Peretto A microcontroller-based power management system for standalone microgrids with hybrid power supply IEEE Trans Sustain Energy 3 2012 422 431
41. P. Siano, C. Cecati, H. Yu, and J. Kolbusz Real time operation of smart grids via FCN networks and optimal power flow IEEE Trans Ind Inform 8 2012 944 952
42. Y.-K. Chen, Y.-C. Wu, C.-C. Song, and Y.-S. Chen Design and implementation of energy management system with fuzzy control for DC microgrid systems IEEE Trans Power Electron 28 2013 1563 1570
43. J. Byun, I. Hong, and S. Park Intelligent cloud home energy management system using household appliance priority based scheduling based on prediction of renewable energy capability IEEE Trans Consum Electron 58 2012 1194 1201
44. A.G. Tsikalakis, and N.D. Hatziargyriou Centralized control for optimizing microgrids operation IEEE Trans Energy Convers 23 2008 241 248
45. T. Dragicevic, J.M. Guerrero, J.C. Vasquez, and D. Skrlec Supervisory control of an adaptive-droop regulated dc microgrid with battery management capability IEEE Trans Power Electron 29 2014 695 706
46. S.D.J. McArthur, E.M. Davidson, V.M. Catterson, A.L. Dimeas, N.D. Hatziargyriou, F. Ponci, and T. Funabashi Multi-agent systems for power engineering applications - part i: concepts, approaches, and technical challenges IEEE Trans Power Syst 22 4 2007 1743 1752
47. S.D.J. McArthur, E.M. Davidson, V.M. Catterson, A.L. Dimeas, N.D. Hatziargyriou, F. Ponci, and T. Funabashi Multi-agent systems for power engineering applications - part ii: technologies, standards, and tools for building multi-agent systems IEEE Trans Power Syst 22 4 2007 1753 1759
48. D. Niyato, L. Xiao, and P. Wang Machine-to-machine communications for home energy management system in smart grid IEEE Commun Mag 49 2011
49. R.C. Qiu, Z. Hu, Z. Chen, N. Guo, R. Ranganathan, S. Hou, and G. Zheng Cognitive radio network for the smart grid: experimental system architecture, control algorithms, security, and microgrid testbed IEEE Trans Smart Grid 2 2011 724 740
50. Z. Fan, P. Kulkarni, S. Gormus, C. Efthymiou, G. Kalogridis, M. Sooriyabandara, Z. Zhu, S. Lambotharan, and W.H. Chin Smart grid communications: overview of research challenges, solutions, and standardization activities IEEE Commun Surv Tutor 2012
51. Fang X, Yang D, Xue G. Wireless Communications and Networking Technologies for Smart Grid: Paradigms and Challenges, arXiv Prepr. arXiv1112.1158; 2011. p. 1-7.
52. K. Iniewski Smart Grid Infrastructure & Networking 2013 Mc Graw Hill New York, U.S. 349
53. V.C. Gungor, D. Sahin, T. Kocak, S. Ergut, C. Buccella, C. Cecati, and G.P. Hancke Smart grid technologies: communication technologies and standards IEEE Trans Ind Inform 7 2011 529 539
54. A.L. Dimeas, and N.D. Hatziargyriou Operation of a multiagent system for microgrid control IEEE Trans Power Syst 20 3 2005 1447 1455
55. V. Nasirian, S. Moayedi, A. Davoudi, and F. Lewis Distributed cooperative control of DC microgrids IEEE Trans Power Electron PP 99 2014 1
56. W. Liu, W. Gu, W. Sheng, X. Meng, Z. Wu, and W. Chen Decentralized multi-agent system-based cooperative frequency control for autonomous microgrids with communication constraints IEEE Trans Sustain Energy 5 2 2014 446 456
57. Y. Xu, and W. Liu Novel multiagent based load restoration algorithm for microgrids IEEE Trans Smart Grid 2 1 2011 152 161
58. J. He, and Y.W. Li An enhanced microgrid load demand sharing strategy IEEE Trans Power Electron 27 2012 3984 3995
59. Micallef A, Apap M, Spiteri-Staines C, Guerrero JM. Secondary control for reactive power sharing in droop-controlled islanded microgrids. In: 2012 IEEE International Symposium on Industrial Electronics; 2012, p. 1627-33.
60. X. Lu, J.M. Guerrero, K. Sun, J.C. Vasquez, R. Teodorescu, and L. Huang Hierarchical control of parallel AC-DC converter interfaces for hybrid microgrids IEEE Trans Smart Grid 5 2 2014 683 692
61. Zhu Y, Zhuo F, Shi H. Accurate power sharing strategy for complex microgrid based on droop control method. In: 2013 IEEE ECCE Asia Downunder; 2013. p. 344-50.
62. A. Micallef, M. Apap, C. Spiteri-Staines, J.M. Guerrero, and J.C. Vasquez Reactive power sharing and voltage harmonic distortion compensation of droop controlled single phase islanded microgrids IEEE Trans Smart Grid 5 3 2014 1149 1158
63. A.H. Etemadi, E.J. Davison, and R. Iravani A decentralized robust control strategy for multi-DER microgrids - part i: fundamental concepts IEEE Trans Power Deliv 27 2012 1843 1853
64. A.H. Etemadi, E.J. Davison, and R. Iravani A decentralized robust control strategy for Multi-DER microgrids - part ii: performance evaluation IEEE Trans Power Deliv 27 2012 1854 1861
65. B.I. Rani, G. Saravana Ilango, and C. Nagamani Control strategy for power flow management in a PV system supplying DC loads IEEE Trans Ind Electron 60 2013 3185 3194
66. C.A. Hernandez-Aramburo, T.C. Green, and N. Mugniot Fuel consumption minimization of a microgrid IEEE Trans Ind Appl 41 2005
67. Meng L, Dragicevic T, Guerrero JM, Vasquez JC. Optimization with system damping restoration for droop controlled DC-DC converters. In: 2013 IEEE Energy Conversion Congress and Exposition; 2013. p. 65-72.
68. Meng L, Dragicevic T, Guerrero JM, Vasquez JC. Stability constrained efficiency optimization for droop controlled DC-DC conversion system. In: IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society; 2013, p. 7222-7.
69. M. Prodanovic, and T.C. Green High-quality power generation through distributed control of a power park microgrid IEEE Trans Ind Electron 3 2006
70. R. Majumder, A. Ghosh, G. Ledwich, and F. Zare Load sharing and power quality enhanced operation of a distributed microgrid IET Renew Power Gener 3 2009 109
71. M. Hamzeh, H. Karimi, and H. Mokhtari A new control strategy for a multi-bus MV microgrid under unbalanced conditions IEEE Trans Power Syst 27 2012 2225 2232
72. M. Savaghebi, A. Jalilian, J.C. Vasquez, and J.M. Guerrero Secondary control for voltage quality enhancement in microgrids IEEE Trans Smart Grid 3 4 2012 1893 1902
73. M. Savaghebi, A. Jalilian, J. Vasquez, and J. Guerrero Autonomous voltage unbalance compensation in an islanded droop-controlled microgrid IEEE Trans Ind Electron 2012
74. Meng L, Guerrero JM, Vasquez JC, Tang F, Savaghebi M. Tertiary control for optimal unbalance compensation in islanded microgrids. In: IEEE 11th International Multi-Conference on Systems, Signals & Devices (SSD14); 2014, p. 1-6.
75. Tang F, Zhou X, Guerrero JM, Vasquez JC. Secondary voltage unbalance compensation for three-phase four-wire islanded microgrids. In: IEEE 11th International Multi-Conference on Systems, Signals & Devices (SSD14); 2014, p. 1-5.
76. Rasheduzzaman M, Bhaskara SN, Chowdhury BH. Implementation of a microgrid central controller in a laboratory microgrid network. In: North American Power Symposium (NAPS); 2012. p. 1-6.
77. C. Jin, P. Wang, J. Xiao, Y. Tang, and F.H. Choo Implementation of hierarchical control in DC microgrids IEEE Trans Ind Electron 61 2014 4032 4042
78. X. Yu, X. She, X. Ni, and A. Huang System integration and hierarchical power management strategy for a solid state transformer interfaced microgrid system IEEE Trans Power Electron PP 2013 1
79. A.H. Etemadi, E.J. Davison, and R. Iravani A generalized decentralized robust control of Islanded microgrids IEEE Trans Power Syst PP 90 2014 1 12
80. A. Timbus, M. Larsson, and C. Yuen Active management of distributed energy resources using standardized communications and modern information technologies IEEE Trans Ind Electron 56 10 2009 4029 4037
81. J. Moreno, M.E. Ortuzar, and J.W. Dixon Energy-management system for a hybrid electric vehicle, using ultracapacitors and neural networks IEEE Trans Ind Electron 53 2 2006 614 623
82. S. Njoya Motapon, L.-A. Dessaint, and K. Al-Haddad A comparative study of energy management schemes for a fuel-cell hybrid emergency power system of more-electric aircraft IEEE Trans Ind Electron 61 3 2014 1320 1334
83. H. Zhang, F. Mollet, C. Saudemont, and B. Robyns Experimental validation of energy storage system management strategies for a local DC distribution system of more electric aircraft IEEE Trans Ind Electron 57 12 2010 3905 3916
84. F. Pilo, G. Pisano, and G.G. Soma Optimal coordination of energy resources with a two-stage online active management IEEE Trans Ind Electron 58 10 2011 4526 4537
85. T. Zhou, and B. Francois Energy management and power control of a hybrid active wind generator for distributed power generation and grid integration IEEE Trans Ind Electron 58 1 2011 95 104
86. Di Silvestre ML, Graditi G, Ippolito MG, Sanseverino ERiva, Zizzo G. Robust multi-objective optimal dispatch of distributed energy resources in micro-grids. In: IEEE PES Trondheim PowerTech: The Power of Technology for a Sustainable Society, POWERTECH 2011; 2011.
87. Graditi G, Ippolito MG, Sanseverino ER, Zizzo G. Optimal set points regulation of distributed generation units in micro-grids under islanded operation. In: IEEE International Symposium on Industrial Electronics; 2010, p. 2253-60.
88. E.R. Sanseverino, M.L. Di Silvestre, M.G. Ippolito, A. De Paola, and G. Lo Re An execution, monitoring and replanning approach for optimal energy management in microgrids Energy 36 2011 3429 3436
89. Palma-Behnke R, Benavides C, Aranda E, Llanos J, Sáez D. Energy management system for a renewable based microgrid with a demand side management mechanism. In: IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CIASG 2011:2011 IEEE Symposium on Computational Intelligence Applications in Smart Grid; 2011. p. 131-8.
90. C. Bustos, D. Watts, and H. Ren MicroGrid operation and design optimization with synthetic wins and solar resources IEEE Lat Am Trans 10 2012 1550 1562
91. X. Zhang, R. Sharma, and Y. He Optimal energy management of a rural microgrid system using multi-objective optimization Innov Smart Grid Technol 2012 1 8
92. F.A. Mohamed, and H.N. Koivo Multiobjective optimization using mesh adaptive direct search for power dispatch problem of microgrid Int J Electr Power Energy Syst 42 2012 728 735
93. S. Chakraborty, M.D. Weiss, and M.G. Simoes Distributed intelligent energy management system for a single-phase high-frequency AC microgrid IEEE Trans Ind Electron 54 2007 97 109
94. G. Celli, F. Pilo, G. Pisano, and G.G. Soma Optimal participation of a microgrid to the energy market with an intelligent EMS Int Power Eng Conf 2005
95. P. Garcia, L.M. Fernandez, C.A. Garcia, and F. Jurado Energy management system of fuel-cell-battery hybrid tramway IEEE Trans Ind Electron 57 2010 4013 4023
96. S.X. Chen, and H.B. Gooi Jump and shift method for multi-objective optimization IEEE Trans Ind Electron 58 10 2011 4538 4548
97. H. Liang, A.K. Tamang, W. Zhuang, and X.S. Shen Stochastic information management in smart grid IEEE Commun Surv Tutor PP 99 2014 1 25
98. Lu D, Francois B. Strategic framework of an energy management of a microgrid with a photovoltaic-based active generator. In: 2009 8th International Symposium on Advanced Electromechanical Motion Systems & Electric Drives Joint Symposium; 2009. p. 1-6.
99. Bagherian A, Moghaddas Tafreshi SM. A developed energy management system for a microgrid in the competitive electricity market. In: 2009 IEEE Bucharest PowerTech: Innovative Ideas Toward the Electrical Grid of the Future; 2009.
100. Stadler M, Marnay C, DeForest N, Eto J, Cardoso G, Klapp D, Lai J. Web-based economic and environmental optimization of microgrids. In: IEEE PES Innovative Smart Grid Technologies (ISGT); 2012. p. 1-2.
101. Goldberg DE. Genetic Algorithms in Search, Optimization, and Machine Learning. vol. Addison-We.; 1989.
102. Choi S, Park S, Kang D-J, Han S, Kim H-M., A microgrid energy management system for inducing optimal demand response. In: IEEE International Conference on Smart Grid Communications (SmartGridComm); 2011. p. 19-24.
103. M. Yazdanian, and A. Mehrizi-Sani Distributed control techniques in microgrids IEEE Trans Smart Grid 5 6 2014 2901 2909
104. C.M. Colson, and M.H. Nehrir Comprehensive real-time microgrid power management and control with distributed agents IEEE Trans Smart Grid 4 2013 617 627
105. H. Dagdougui, and R. Sacile Decentralized control of the power flows in a network of smart microgrids modeled as a team of cooperative agents IEEE Trans Control Syst Technol 22 2 2014 510 519
106. M. Mao, P. Jin, N.D. Hatziargyriou, and L. Chang Multiagent-based hybrid energy management system for microgrids IEEE Trans Sustain Energy 5 3 2014 1
107. T. Logenthiran, D. Srinivasan, A.M. Khambadkone, and H.N. Aung Multiagent system for real-time operation of a microgrid in real-time digital simulator IEEE Trans Smart Grid 3 2012 925 933
108. H. Liang, B.J. Choi, A. Abdrabou, W. Zhuang, and X.S. Shen Decentralized economic dispatch in microgrids via heterogeneous wireless networks IEEE J Sel Areas Commun 30 6 2012 1061 1074
109. J. Jimeno, J. Anduaga, J. Oyarzabal, and A.G. De Muro Architecture of a microgrid energy management system Eur Trans Electr Power 21 2011 1142 1158