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2020 | OriginalPaper | Buchkapitel

1. Microgrid Control Issues

verfasst von : Carlos Bordons, Félix Garcia-Torres, Miguel A. Ridao

Erschienen in: Model Predictive Control of Microgrids

Verlag: Springer International Publishing

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Abstract

The evolution from the existing energy system based on fossil fuels to a new scheme with high penetration of renewable energy and electric transport systems introduces new challenges in architecture, control, and management of the electrical grid. This situation demands new schemes for the future electricity grids, where distributed generation, demand response, and energy storage systems may be easily integrated. The novel paradigm of microgrid that intends to provide a solution to these issues is presented in this chapter. The new control challenges that appear in microgrids are introduced, proposing Model Predictive Control (MPC) as a powerful tool to face them. This chapter presents an overview of the main topics on automatic operation and control of microgrids that will be tackled along the book, showing the most appropriate MPC technique to deal with them.

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Nächstes Kapitel Model Predictive Control Fundamentals

Black start is the process of restoring microgrid to operation without relying on the external power transmission grid to recover from a total or partial shutdown.

The word is formed from the words “producer” and “consumer”.

Alvarado I, Limon D, Muñoz de la Peña D, Maestre JM, Ridao MA, Scheu H, Marquardt W, Negenborn RR, De Schutter B, Valencia F, Espinosa, J (2011) A comparative analysis of distributed MPC techniques applied to the HD-MPC four-tank benchmark. J Process Control 21(5):800–815. Special Issue on Hierarchical and Distributed Model Predictive ControlCrossRef

Alvial-Palavicino C, Garrido-Echeverria N, Jimenez-Estevez G, Reyes L, Palma-Behnke R (2011) A methodology for community engagement in the introduction of renewable based smart microgrid. Energy Sustain Develop 15(3):323–324CrossRef

Anand S, Fernandes BG, Guerrero JM (2013) Distributed control to ensure proportional load sharing and improve voltage regulation in low-voltage DC microgrids. IEEE Trans Power Electron 28(4):1900–1913CrossRef

Arce A, Del Real AJ, Bordons C (2009) MPC for battery/fuel cell hybrid vehicles including fuel cell dynamics and battery performance improvement. J Process Control 19(8):1289–1304CrossRef

Arnold M, Negenborn RR, Andersson G, De Schutter B (2009) Model-based predictive control applied to multi-carrier energy systems. In: 2009 Power Energy Society General Meeting, PES ’09. IEEE, pp 1–8

Bashash S, Fathy H (2011) Robust demand-side plug-in electric vehicle load control for renewable energy management. In: American Control Conference (ACC), pp 929–934

Bemporad A, Morari M (1999) Control of systems integrating logic, dynamics, and constraints. Automatica 35(3):407–427MathSciNetMATHCrossRef

Bidram A, Davoudi A (2012) Hierarchical structure of microgrids control systems. IEEE Trans Smart Grid 3:19631976CrossRef

Bidram A, Lewis FL, Davoudi A (2014) Distributed control systems for small-scale power networks. IEEE Control Syst Mag 34(6):56–77CrossRef

10.

Bollen MHJ, Zhong J, Zavoda F, Meyer J, McEachern A, Lopez F (2010) Power quality aspects of smart grids. In: Proceedings of international conference on renewable energies and power quality

11.

Bordons C, Ridao MA, Pérez A, Arce A, Marcos D (2010) Model predictive control for power management in hybrid fuel cell vehicles. In: 2010 IEEE Vehicle power and propulsion conference (VPPC). IEEE, pp 1–6

12.

Bouzid AM, Guerrero JM, Cheriti A, Bouhamida M, Sicard P, Benghanem M (2015) A survey on control of electric power distributed generation systems for microgrid applications. Renew Sustain Energy Rev 44:751–766CrossRef

13.

Bozchalui MC, Hashmi SA, Hassen H, Cañizares CA, Bhattacharya K (2012) Optimal operation of residential energy hubs in smart grids. IEEE Trans Smart Grid 3(4):1755–1766CrossRef

14.

Camponogara E, de Lima ML (2012) Distributed optimization for MPC of linear networks with uncertain dynamics. IEEE Trans Autom Control 57(3):804–809MathSciNetMATHCrossRef

15.

Camponogara E, Jia D, Krogh BH, Talukdar S (2002) Distributed model predictive control. IEEE Control Syst 22(1):44–52CrossRef

16.

Capitanescu F, Martinez Ramos JL, Panciatici P, Kirschen D, Marano Marcolini A, Platbrood L, Wehenkel L (2011) State-of-the-art, challenges, and future trends in security constrained optimal power flow. Electric Power Syst Res 81(8):1731–1741CrossRef

17.

Contreras SF, Cortés CA, Myrzik JMA (2018) Multi-objective probabilistic power resources planning for microgrids with ancillary services capacity. In: 2018 Power systems computation conference (PSCC), pp 1–8

18.

De Brabandere K, Bolsens B, Van den Keybus J, Woyte A, Driesen J, Belmans R (2007) A voltage and frequency droop control method for parallel inverters. IEEE Trans Power Electron 22(4):1107–1115CrossRef

19.

De Brabandere K, Vanthournout K, Driesen J, Deconinck G, Belmans R (2007) Control of microgrids. In: 2007 IEEE Power engineering society general meeting. IEEE, pp 1–7

20.

Deilami S, Masoum AS, Moses PS, Masoum M (2011) Real-time coordination of plug-in electric vehicle charging in smart grids to minimize power losses and improve voltage profile. IEEE Trans Smart Grid 2(3):456–467CrossRef

21.

del Real AJ, Arce A, Bordons C (2007) Hybrid model predictive control of a two-generator power plant integrating photovoltaic panels and fuel cell. In: IEEE conference on decision and control, pp 5447–5452

22.

del Real AJ, Galus MD, Bordons C, Andersson G (2009) Optimal power dispatch of energy networks including external power exchange. In: 2009 European control conference (ECC), 3616–3621

23.

Delfino F, Rossi M, Ferro G, Minciardi R, Robba M (2015) MPC-based tertiary and secondary optimal control in islanded microgrids. In: 2015 IEEE international symposium on systems engineering (ISSE), pp 23–28

24.

Dimeas AL, Hatziargyriou ND (2005) Operation of a multiagent system for microgrid control. IEEE Trans Power Syst 20(3):1447–1455CrossRef

25.

Dötsch C (2009) Energy storage. In: Technology guide. Springer, pp 362–367

26.

Fan Z (2012) A distributed demand response algorithm and its application to PHEV charging in smart grids. IEEE Trans Smart Grid 3(3):1280–1290CrossRef

27.

Fathi M, Bevrani H (2013) Statistical cooperative power dispatching in interconnected microgrids. IEEE Trans Sustain Energy 4(3):586–593CrossRef

28.

Ferrari-Trecate G, Gallestey E, Letizia P, Spedicato M, Morari M, Antonine M (2004) Modeling and control of co-generation power plants: a hybrid system approach. IEEE Trans Control Syst Technol 12(5):694–705MATHCrossRef

29.

Galus MD, Andersson G (2009) Power system considerations of plug-in hybrid electric vehicles based on a multi energy carrier model. In: 2009 Power energy society general meeting, PES ’09. IEEE, July 2009, pp 1–8

30.

Galus MD, Andersson G, Art S (2012) A hierarchical, distributed pev charging control in low voltage distribution grids to ensure network security. In: 2012 IEEE Power and energy society general meeting, pp 1–8

31.

Garcia-Torres F, Bordons C (2015) Optimal economical schedule of hydrogen-based microgrids with hybrid storage using model predictive control. IEEE Trans Ind Electron 62(8):5195–5207CrossRef

32.

Garcia-Torres F, Valverde L, Bordons C (2016) Optimal load sharing of hydrogen-based microgrids with hybrid storage using model predictive control. IEEE Trans Ind Electron 63(8):4919–4928CrossRef

33.

Garcia-Torres F, Vilaplana DG, Bordons C, Roncero-Sanchez P, Ridao MA (2019) Optimal management of microgrids with external agents including battery/fuel cell electric vehicles. IEEE Trans Smart Grid 10(4):4299–4308CrossRef

34.

Gautschi M, Scheuss O, Schluchter C (2009) Simulation of an agent based vehicle-to-grid (v2g) implementation. Electric Power Syst Res 120:177–183

35.

Giaouris D, Papadopoulos AI, Ziogou C, Ipsakis D, Voutetakis S, Papadopoulou S, Seferlis P, Stergiopoulos F, Elmasides C (2013) Performance investigation of a hybrid renewable power generation and storage system using systemic power management models. Energy 61:621–635CrossRef

36.

Di Giorgio A, Liberati F, Canale S (2014) Electric vehicle charging control in smartgrids: a model predictive control approach. Control Eng Pract 22:147–162CrossRef

37.

Gomez-Exposito A, Conejo AJ, Cañizares C (2018) Electric energy systems: analysis and operation. CRC Press

38.

Greenwell W, Vahidi A (2010) Predictive control of voltage and current in a fuel cell-ultracapacitor hybrid. IEEE Trans Ind Electron 57(6):1954–1963CrossRef

39.

Gu W, Wu Z, Yuan X (2010) Microgrid economic optimal operation of the combined heat and power system with renewable energy. IEEE Power Energy Soc General Meet, 1–6

40.

Guerrero JM, Garcia de Vicuña L, Matas J, Castilla M, Miret J (2005) Output impedance design of parallel-connected ups inverters with wireless load-sharing control. IEEE Trans Ind Electron 52(4):1126–1135CrossRef

41.

Guerrero JM, Loh PC, Chandorkar M, Lee T (2013) Advanced control architectures for intelligent microgrids, part i: decentralized and hierarchical control. IEEE Trans Ind Electron 60(4):1254–1262CrossRef

42.

Hatziargyriou N (2014) Microgrids: architectures and control. Wiley-IEEE Press

43.

Ipsakis D, Voutetakis S, Seferlis P, Stergiopoulos F, Papadopoulou S, Elmasides C (2008) The effect of the hysteresis band on power management strategies in a stand-alone power system. Energy 33(10):1537–1550CrossRef

44.

Janjic A, Stajic Z, Radovic I (2011) Power quality requirements for the smart grid design. Int J Circ Syst Signal Process

45.

Katiraei F, Iravani MR (2006) Power management strategies for a microgrid with multiple distributed generation units. IEEE Trans Power Syst 21(4):1821–1831CrossRef

46.

Katiraei F, Iravani R, Hatziargyriou N, Dimeas A (2008) Microgrids management. IEEE Power Energy Mag 6(3):54–65CrossRef

47.

Lasseter R, Akhil A, Marnay C, Stephens J, Dagle J, Guttromson R, Meliopoulous A, Yinger R, Eto J (2002) The certs microgrid concept. White paper for Transmission Reliability Program, Office of Power Technologies, US Department of Energy

48.

Lasseter RH (2002) Microgrids. IEEE Power Eng Soc Winter Meet 1:305–308CrossRef

49.

Lee K, Eidson JC, Weibel H, Mohl D (2005) IEEE 1588-standard for a precision clock synchronization protocol for networked measurement and control systems. In: Conference on IEEE, vol 1588

50.

Marwali MN, Jung J, Keyhani A (2004) Control of distributed generation systems-part ii: Load sharing control. IEEE Trans Power Electron 19(6):1551–1561CrossRef

51.

Mehrizi-Sani A, Iravani R (2010) Potential-function based control of a microgrid in Islanded and grid-connected modes. IEEE Trans Power Syst 25(4):1883–1891CrossRef

52.

Mendes PRC, Valverde L, Bordons C, Normey-Rico JE (2016) Energy management of an experimental microgrid coupled to a v2g system. J Power Sour 327:702–713CrossRef

53.

Mesbah A (2016) Stochastic model predictive control: an overview and perspectives for future research. IEEE Control Syst Mag 36(6):30–44MathSciNetCrossRef

54.

Negenborn RR, Houwing M, De Schutter B, Hellendoorn J (2009) Model predictive control for residential energy resources using a mixed-logical dynamic model. In: International conference on networking, sensing and control, pp 702–707

55.

Nunna HK, Doolla S (2013) Multiagent-based distributed-energy-resource management for intelligent microgrids. IEEE Trans Ind Electron 60(4):1678–1687CrossRef

56.

Olivares DE, Mehrizi-Sani A, Etemadi AH, Cañizares CA, Iravani R, Kazerani M, Hajimiragha AH, Gomis-Bellmunt O, Saeedifard A, Palma-Behnke R, Jimenez-Estevez GA, Hatziargyriou ND (2014) Trends in microgrid control. IEEE Trans Smart Grid 5(4):1905–1919CrossRef

57.

Palizban O, Kauhaniemi K (2015) Hierarchical control structure in microgrids with distributed generation: Island and grid-connected mode. Renew Sustain Energy Rev 44:797–813CrossRef

58.

Palizban O, Kauhaniemi K, Guerrero JM (2014) Microgrids in active network management part i: Hierarchical control, energy storage, virtual power plants, and market participation. Renew Sustain Energy Rev 36:428–439CrossRef

59.

Parisio A, Glielmo L (2011) A mixed integer linear formulation for microgrid economic scheduling. In: 2011 IEEE International conference on smart grid communications (SmartGridComm). IEEE, pp 505–510

60.

Parisio A, Rikos E, Glielmo L (2014) A model predictive control approach to microgrid operation optimization. IEEE Trans Control Syst Technol 22(5):1813–1827CrossRef

61.

Parisio A, Rikos E, Tzamalis G, Glielmo L (2014) Use of model predictive control for experimental microgrid optimization. Appl Energy 115:37–46CrossRef

62.

Pecas-Lopes JA, Hatziargyriou N, Mutale J, Djapic P, Jenkins N (2007) Integrating distributed generation into electric power systems: a review of drivers, challenges and opportunities. Electric Power Syst Res 77(9):1189–1203CrossRef

63.

Petrollese M (2015) Optimal generation scheduling for renewable microgrids using hydrogen storage systems. PhD thesis, University of Cagliari

64.

Richardson P, Flynn D, Keane A (2012) Optimal charging of electric vehicles in low-voltage distribution systems. IEEE Trans Power Syst 27(1):268–279CrossRef

65.

Rodriguez J, Pontt J, Silva CA, Correa P, Lezana P, Cortés P, Ammann U (2007) Predictive current control of a voltage source inverter. IEEE Trans Ind Electron 54(1):495–503CrossRef

66.

Rouzbehi K, Miranian A, Candela JI, Luna A, Rodriguez P (2014) Intelligent voltage control in a DC micro-grid containing PV generation and energy storage. In: 2014 IEEE PES T&D conference and exposition, pp 1–5, April 2014

67.

Scattolini R (2009) Architectures for distributed and hierarchical model predictive control a review. J Process Control 19(5):723–731CrossRef

68.

Schaltz E, Rasmussen PO (2008) Design and comparison of power systems for a fuel cell hybrid electric vehicle. In: 2008 IEEE Industry applications society annual meeting, IAS’08. IEEE, pp 1–8

69.

Thounthong P, Chunkag V, Sethakul P, Sikkabut S, Pierfederici S, Davat B (2011) Energy management of fuel cell/solar cell/supercapacitor hybrid power source. J Power Sour 196(1):313–324CrossRef

70.

Unamuno E, Barrena JA, Review and classification of control strategies, (2015) Hybrid AC/DC microgrids. Part ii. Renew Sustain Energy Rev 52:1123–1134

71.

Ustun TS, Ozansoy C, Zayegh A (2011) Recent developments in microgrids and example cases around the world: a review. Renew Sustain Energy Rev 15(8):4030–4041CrossRef

72.

Vahidi A, Greenwell W (2007) A decentralized model predictive control approach to power management of a fuel cell-ultracapacitor hybrid. In: 2007 American Control Conference, ACC’07. IEEE, pp 5431–5437

73.

Valverde L, Bordons C, Rosa F (2016) Integration of fuel cell technologies in renewable-energy-based microgrids optimizing operational costs and durability. IEEE Trans Ind Electron 63(1):167–177CrossRef

74.

Valverde L, Rosa F, Bordons C (2013) Design, planning and management of a hydrogen-based microgrid. IEEE Trans Ind Inf 9(3):1398–1404CrossRef

75.

Valverde L, Rosa F, Del Real A, Arce A, Bordons C (2013) Modeling, simulation and experimental set-up of a renewable hydrogen-based domestic microgrid. Int J Hydrog Energy 38(27):11672–11684CrossRef

76.

Vasquez JC (2009) Decentralized control techniques applied to electric power distributed generation in microgrids. PhD thesis, Polytechnic University of Catalonia

77.

Vasquez JC, Guerrero JM, Miret J, Castilla M, Garcia de Vicuña L (2010) Hierarchical control of intelligent microgrids. IEEE Ind Electron Mag 4(4):23–29CrossRef

78.

Vergara-Dietrich JD, Morato MM, Mendes PRC, Cani AA, Normey-Rico JE, Bordons C (2017) Advanced chance-constrained predictive control for the efficient energy management of renewable power systems. J Process Control

79.

Wang C, Nehrir M (2008) Power management of a stand-alone wind/photovoltaic/fuel cell energy system. IEEE Trans Energy Conversion 23(3):957–967CrossRef

80.

Wu J, Guan X (2013) Coordinated multi-microgrids optimal control algorithm for smart distribution management system. IEEE Trans Smart Grid 4(4):2174–2181CrossRef

81.

Zhang Y, Jiang Z, Yu X (2008) Control strategies for battery/supercapacitor hybrid energy storage systems. In: 2008 IEEE Energy 2030 Conference, ENERGY 2008. IEEE, pp 1–6

82.

Ziogou C, Ipsakis D, Elmasides C, Stergiopoulos F, Papadopoulou S, Seferlis P, Voutetakis S (2011) Automation infrastructure and operation control strategy in a stand-alone power system based on renewable energy sources. J Power Sour 196(22):9488–9499CrossRef

Titel: Microgrid Control Issues
verfasst von: Carlos Bordons
Félix Garcia-Torres
Miguel A. Ridao
Verlag: Springer International Publishing
Buch: Model Predictive Control of Microgrids
Print ISBN: 978-3-030-24569-6

Electronic ISBN: 978-3-030-24570-2

Copyright-Jahr: 2020
DOI: https://doi.org/10.1007/978-3-030-24570-2_1