Optimal large-scale storage placement in single generator single load networks

Large-scale storage will play an increasingly important role in future power grids. As a result, how to optimally place storage in such networks, is an important investment problem. Furthermore, since the allocation of storage resources is static, i.e., it is not feasible to move storage around in a dynamic fashion, it is important to derive optimal such allocations that are robust to the values of the load profiles and other network parameters, such as the line flow constraints. For a single generator single load network, and for a cost of generation that is quadratic in the generation power, we show that, for any given amount of storage resources, placing storage at the demand node is always optimal. This result is true regardless of the demand profile and flow constraints, and therefore is robust. As a byproduct of this result, for a fixed demand profile, we characterize the dependence of the optimal production cost on the flow constraints and on the available storage resources.

[1]  K. Pandya,et al.  A SURVEY OF OPTIMAL POWER FLOW , 2008 .

[2]  Arthur R. Bergen,et al.  Power Systems Analysis , 1986 .

[3]  Ali Nourai,et al.  Installation of the first Distributed Energy Storage System (DESS) at American Electric Power (AEP). , 2007 .

[4]  K. M. Chandy,et al.  Load-shedding probabilities with hybrid renewable power generation and energy storage , 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[5]  Leandros Tassiulas,et al.  Optimal energy storage control policies for the smart power grid , 2011, 2011 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[6]  Ufuk Topcu,et al.  A simple optimal power flow model with energy storage , 2010, 49th IEEE Conference on Decision and Control (CDC).

[7]  Y. M. Atwa,et al.  Optimal Allocation of ESS in Distribution Systems With a High Penetration of Wind Energy , 2010, IEEE Transactions on Power Systems.

[8]  Ufuk Topcu,et al.  Optimal placement of energy storage in the grid , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[9]  Ufuk Topcu,et al.  Risk-mitigated optimal power flow for wind powered grids , 2012, 2012 American Control Conference (ACC).

[10]  A. Majumdar,et al.  Opportunities and challenges for a sustainable energy future , 2012, Nature.

[11]  Pravin Varaiya,et al.  Smart Operation of Smart Grid: Risk-Limiting Dispatch , 2011, Proceedings of the IEEE.

[12]  Sandia Report,et al.  Energy Storage for the Electricity Grid: Benefits and Market Potential Assessment Guide A Study for the DOE Energy Storage Systems Program , 2010 .

[13]  Han-I Su,et al.  Modeling and analysis of the role of fast-response energy storage in the smart grid , 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[14]  S. Low,et al.  Zero Duality Gap in Optimal Power Flow Problem , 2012, IEEE Transactions on Power Systems.

[15]  Yashodhan Kanoria,et al.  Distributed storage for intermittent energy sources: Control design and performance limits , 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[16]  R.B. Schainker,et al.  Executive overview: energy storage options for a sustainable energy future , 2004, IEEE Power Engineering Society General Meeting, 2004..

[17]  HyungSeon Oh Optimal Planning to Include Storage Devices in Power Systems , 2011, IEEE Transactions on Power Systems.

[18]  Paul Denholm,et al.  The value of compressed air energy storage with wind in transmission-constrained electric power systems , 2009 .

[19]  K. Mani Chandy,et al.  Quadratically Constrained Quadratic Programs on Acyclic Graphs With Application to Power Flow , 2012, IEEE Transactions on Control of Network Systems.

[20]  R. Belmans,et al.  Usefulness of DC power flow for active power flow analysis , 2005, IEEE Power Engineering Society General Meeting, 2005.

[21]  Paul Denholm,et al.  Role of Energy Storage with Renewable Electricity Generation , 2010 .

[22]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[23]  David Lindley,et al.  Smart grids: The energy storage problem , 2010, Nature.

[24]  Stephen P. Boyd,et al.  Operation and Configuration of a Storage Portfolio via Convex Optimization , 2011 .

[25]  Ufuk Topcu,et al.  Optimal power flow with large-scale storage integration , 2013, IEEE Transactions on Power Systems.