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2012 | OriginalPaper | Chapter

The Influence of Time Delays on Decentralized Economic Dispatch by Using Incremental Cost Consensus Algorithm

Authors : Ziang Zhang, Mo-Yuen Chow

Published in: Control and Optimization Methods for Electric Smart Grids

Publisher: Springer New York

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Abstract

In a smart grid, robust energy management algorithms should have the ability to operate correctly in the presence of unreliable communication capabilities, and often in the absence of a central control mechanism. Effective distributed control algorithms could be embedded in distributed controllers to properly allocate electrical power among connected buses autonomously. By selecting the incremental cost of each generation unit as the consensus variable, the incremental cost consensus (ICC) algorithm is able to solve the conventional centralized economic dispatch problem (EDP) in a distributed manner. However, the communication time-delay may cause instability of the system and should be considered during the design process. The mathematical formulation of the ICC algorithm with time-delay is presented in this chapter. Several case studies are also presented to show the system characteristics of the ICC algorithm with time-delay.

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Literature
1.
go back to reference Paudyal S, Canizares C, Bhattacharya K (2011) Optimal operation of distribution feeders in smart grids. IEEE Trans Ind Electron 58(10):4495–4503CrossRef Paudyal S, Canizares C, Bhattacharya K (2011) Optimal operation of distribution feeders in smart grids. IEEE Trans Ind Electron 58(10):4495–4503CrossRef
2.
go back to reference Bruno S, Lamonaca S, Rotondo G et al (2011) Unbalanced three-phase optimal power flow for smart grids. IEEE Trans Ind Electron 58(10):4504–4513CrossRef Bruno S, Lamonaca S, Rotondo G et al (2011) Unbalanced three-phase optimal power flow for smart grids. IEEE Trans Ind Electron 58(10):4504–4513CrossRef
3.
go back to reference Hedman KW, Ferris MC, O’Neill RP et al (2010) Co-optimization of generation unit commitment and transmission switching with N-1 reliability. IEEE Trans Power Syst 25(2):1052–1063CrossRef Hedman KW, Ferris MC, O’Neill RP et al (2010) Co-optimization of generation unit commitment and transmission switching with N-1 reliability. IEEE Trans Power Syst 25(2):1052–1063CrossRef
4.
go back to reference Park J-B, Jeong Y-W, Shin J-R et al (2010) An improved particle swarm optimization for nonconvex economic dispatch problems. IEEE Trans Power Syst 25(1):156–166CrossRef Park J-B, Jeong Y-W, Shin J-R et al (2010) An improved particle swarm optimization for nonconvex economic dispatch problems. IEEE Trans Power Syst 25(1):156–166CrossRef
5.
go back to reference Varaiya PP, Wu FF, Bialek JW (2011) Smart operation of smart grid: risk-limiting dispatch. Proc IEEE 99(1):40–57CrossRef Varaiya PP, Wu FF, Bialek JW (2011) Smart operation of smart grid: risk-limiting dispatch. Proc IEEE 99(1):40–57CrossRef
6.
go back to reference Chen S, Gooi H (2011) Jump and shift method for multi-objective optimization. IEEE Trans Ind Electron 58(10):4538–4548CrossRef Chen S, Gooi H (2011) Jump and shift method for multi-objective optimization. IEEE Trans Ind Electron 58(10):4538–4548CrossRef
7.
go back to reference Ramachandran B, Srivastava SK, Edrington CS et al (2011) An intelligent auction scheme for smart grid market using a hybrid immune algorithm. IEEE Trans Ind Electron 58(10):4603–4612CrossRef Ramachandran B, Srivastava SK, Edrington CS et al (2011) An intelligent auction scheme for smart grid market using a hybrid immune algorithm. IEEE Trans Ind Electron 58(10):4603–4612CrossRef
8.
go back to reference Hedman KW, O’Neill RP, Fisher EB et al (2011) Smart flexible just-in-time transmission and flowgate bidding. IEEE Trans Power Syst 26(1):93–102CrossRef Hedman KW, O’Neill RP, Fisher EB et al (2011) Smart flexible just-in-time transmission and flowgate bidding. IEEE Trans Power Syst 26(1):93–102CrossRef
9.
go back to reference Gupta RA, Chow M-Y (2010) Networked control system: overview and research trends. IEEE Trans Ind Electron 57(7):2527–2535CrossRef Gupta RA, Chow M-Y (2010) Networked control system: overview and research trends. IEEE Trans Ind Electron 57(7):2527–2535CrossRef
10.
go back to reference D’Andrea R, Dullerud GE (2003) Distributed control design for spatially interconnected systems. IEEE Trans Autom Control 48(9):1478–1495CrossRefMathSciNet D’Andrea R, Dullerud GE (2003) Distributed control design for spatially interconnected systems. IEEE Trans Autom Control 48(9):1478–1495CrossRefMathSciNet
11.
go back to reference Huang AQ, Crow ML, Heydt GT et al (2011) The future renewable electric energy delivery and management (FREEDM) system: the energy internet. Proc IEEE 99(1):133–148CrossRef Huang AQ, Crow ML, Heydt GT et al (2011) The future renewable electric energy delivery and management (FREEDM) system: the energy internet. Proc IEEE 99(1):133–148CrossRef
12.
go back to reference Dimeas AL, Hatziargyriou ND (2007) Agent-based control for microgrids. Power engineering society general meeting, IEEE, 24–28 June 2007 Dimeas AL, Hatziargyriou ND (2007) Agent-based control for microgrids. Power engineering society general meeting, IEEE, 24–28 June 2007
13.
go back to reference Suryanarayanan S, Mitra J, Biswas S (2010) A conceptual framework of a hierarchically networked agent-based microgrid architecture. Transmission and distribution conference and exposition. IEEE PES, 19–22 April 2010 Suryanarayanan S, Mitra J, Biswas S (2010) A conceptual framework of a hierarchically networked agent-based microgrid architecture. Transmission and distribution conference and exposition. IEEE PES, 19–22 April 2010
14.
go back to reference Olfati-Saber R, Fax JA, Murray RM (2007) Consensus and cooperation in networked multi-agent systems. Proc IEEE 95(1):215–233CrossRef Olfati-Saber R, Fax JA, Murray RM (2007) Consensus and cooperation in networked multi-agent systems. Proc IEEE 95(1):215–233CrossRef
15.
go back to reference Ren W, Beard RW (2008) Distributed consensus in multi-vehicle cooperative control. Springer Ren W, Beard RW (2008) Distributed consensus in multi-vehicle cooperative control. Springer
16.
go back to reference Zhang Z, Chow M-Y (2011) Incremental cost consensus algorithm in a smart grid environment. Power and energy society general meeting, IEEE, 24–29 July 2011 Zhang Z, Chow M-Y (2011) Incremental cost consensus algorithm in a smart grid environment. Power and energy society general meeting, IEEE, 24–29 July 2011
17.
go back to reference Zhang Z, Ying X, Chow M-Y (2011) Decentralizing the economic dispatch problem using a two-level incremental cost consensus algorithm in a smart grid environment. North American power symposium, pp 4–6 August 2011 Zhang Z, Ying X, Chow M-Y (2011) Decentralizing the economic dispatch problem using a two-level incremental cost consensus algorithm in a smart grid environment. North American power symposium, pp 4–6 August 2011
18.
go back to reference Zhang Z, Chow M-Y (2011) The leader election criterion for decentralized economic dispatch using incremental cost consensus algorithm. IEEE industrial electronics society annual conference, pp 7–20 November 2011, accepted Zhang Z, Chow M-Y (2011) The leader election criterion for decentralized economic dispatch using incremental cost consensus algorithm. IEEE industrial electronics society annual conference, pp 7–20 November 2011, accepted
19.
go back to reference Gibbons A (1985) Algorithmic graph theory. Cambridge University Press, CambridgeMATH Gibbons A (1985) Algorithmic graph theory. Cambridge University Press, CambridgeMATH
20.
go back to reference Olfati-Saber R, Murray RM (2004) Consensus problems in networks of agents with switching topology and time-delays. IEEE Trans Autom Control 49(9):1520–1533CrossRefMathSciNet Olfati-Saber R, Murray RM (2004) Consensus problems in networks of agents with switching topology and time-delays. IEEE Trans Autom Control 49(9):1520–1533CrossRefMathSciNet
21.
go back to reference Wang L, Xiao F (2006) A new approach to consensus problems for discrete-time multiagent systems with time-delays. Am Control Conf 2006:14–16 Wang L, Xiao F (2006) A new approach to consensus problems for discrete-time multiagent systems with time-delays. Am Control Conf 2006:14–16
22.
go back to reference Kingston DB, Beard RW (2006) Discrete-time average-consensus under switching network topologies. Am Control Conf 3551–3556 Kingston DB, Beard RW (2006) Discrete-time average-consensus under switching network topologies. Am Control Conf 3551–3556
Metadata
Title
The Influence of Time Delays on Decentralized Economic Dispatch by Using Incremental Cost Consensus Algorithm
Authors
Ziang Zhang
Mo-Yuen Chow
Copyright Year
2012
Publisher
Springer New York
DOI
https://doi.org/10.1007/978-1-4614-1605-0_16