Stabilization of Structure-Preserving Power Networks with Market Dynamics
Authors
Tjerk W. Stegink, Claudio De Persis, Arjan J. van der Schaft
Abstract
This paper studies the problem of maximizing the social welfare while stabilizing both the physical power network as well as the market dynamics. For the physical power grid a third-order structure-preserving model is considered involving both frequency and voltage dynamics. By applying the primal-dual gradient method to the social welfare problem, a distributed dynamic pricing algorithm in port-Hamiltonian form is obtained. After interconnection with the physical system a closed-loop port-Hamiltonian system of differential-algebraic equations is obtained, whose properties are exploited to prove local asymptotic stability of the optimal point.
Keywords
electric power systems; Lyapunov stability; distributed control; nonlinear systems; optimal power flow; gradient method; frequency regulation; passivity; dynamic pricing
Citation
- Journal: IFAC-PapersOnLine
- Year: 2017
- Volume: 50
- Issue: 1
- Pages: 6737–6742
- Publisher: Elsevier BV
- DOI: 10.1016/j.ifacol.2017.08.1172
- Note: 20th IFAC World Congress
BibTeX
@article{Stegink_2017,
title={{Stabilization of Structure-Preserving Power Networks with Market Dynamics}},
volume={50},
ISSN={2405-8963},
DOI={10.1016/j.ifacol.2017.08.1172},
number={1},
journal={IFAC-PapersOnLine},
publisher={Elsevier BV},
author={Stegink, Tjerk W. and De Persis, Claudio and van der Schaft, Arjan J.},
year={2017},
pages={6737--6742}
}
References
- Alvarado, F. L., Meng, J., DeMarco, C. L. & Mota, W. S. Stability analysis of interconnected power systems coupled with market dynamics. IEEE Transactions on Power Systems vol. 16 695–701 (2001) – 10.1109/59.962415
- Arrow, (1958)
- Bergen, A. R. & Hill, D. J. A Structure Preserving Model for Power System Stability Analysis. IEEE Transactions on Power Apparatus and Systems vol. PAS-100 25–35 (1981) – 10.1109/tpas.1981.316883
- Borenstein, (2002)
- De Persis, C., Monshizadeh, N., Schiffer, J. & Dorfler, F. A Lyapunov approach to control of microgrids with a network-preserved differential-algebraic model. 2016 IEEE 55th Conference on Decision and Control (CDC) 2595–2600 (2016) doi:10.1109/cdc.2016.7798653 – 10.1109/cdc.2016.7798653
- Feijer, D. & Paganini, F. Stability of primal–dual gradient dynamics and applications to network optimization. Automatica vol. 46 1974–1981 (2010) – 10.1016/j.automatica.2010.08.011
- Hill, D. J., Hiskens, I. A. & Mareels, I. M. Y. Stability theory of differential/algebraic models of power systems. Sadhana vol. 18 731–747 (1993) – 10.1007/bf03024222
- Kiani, A. & Annaswamy, A. The effect of a smart meter on congestion and stability in a power market. 49th IEEE Conference on Decision and Control (CDC) 194–199 (2010) doi:10.1109/cdc.2010.5717141 – 10.1109/cdc.2010.5717141
- Kundur, (1993)
- Li, N., Chen, L., Zhao, C. & Low, S. H. Connecting automatic generation control and economic dispatch from an optimization view. 2014 American Control Conference 735–740 (2014) doi:10.1109/acc.2014.6859060 – 10.1109/acc.2014.6859060
- Machowski, (2008)
- Mallada, E., Zhao, C. & Low, S. Optimal load-side control for frequency regulation in smart grids. 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton) 731–738 (2014) doi:10.1109/allerton.2014.7028527 – 10.1109/allerton.2014.7028527
- Roozbehani, M., Dahleh, M. & Mitter, S. On the stability of wholesale electricity markets under real-time pricing. 49th IEEE Conference on Decision and Control (CDC) 1911–1918 (2010) doi:10.1109/cdc.2010.5718173 – 10.1109/cdc.2010.5718173
- Sauer, (1998)
- Stegink, T. W., Persis, C. D. & van der Schaft, A. J. Port-Hamiltonian Formulation of the Gradient Method Applied to Smart Grids. IFAC-PapersOnLine vol. 48 13–18 (2015) – 10.1016/j.ifacol.2015.10.207
- Stegink, T., De Persis, C. & van der Schaft, A. A Unifying Energy-Based Approach to Stability of Power Grids With Market Dynamics. IEEE Transactions on Automatic Control vol. 62 2612–2622 (2017) – 10.1109/tac.2016.2613901
- Trip, S., Bürger, M. & De Persis, C. An internal model approach to (optimal) frequency regulation in power grids with time-varying voltages. Automatica vol. 64 240–253 (2016) – 10.1016/j.automatica.2015.11.021
- Trip, S. & De Persis, C. Optimal frequency regulation in nonlinear structure preserving power networks including turbine dynamics: An incremental passivity approach. 2016 American Control Conference (ACC) 4132–4137 (2016) doi:10.1109/acc.2016.7525571 – 10.1109/acc.2016.7525571
- van der Schaft, A. & Jeltsema, D. Port-Hamiltonian Systems Theory: An Introductory Overview. Foundations and Trends® in Systems and Control vol. 1 173–378 (2014) – 10.1561/2600000002
- Willems, J. Direct method for transient stability studies in power system analysis. IEEE Transactions on Automatic Control vol. 16 332–341 (1971) – 10.1109/tac.1971.1099743
- Zhang, X. & Papachristodoulou, A. A real-time control framework for smart power networks: Design methodology and stability. Automatica vol. 58 43–50 (2015) – 10.1016/j.automatica.2015.05.003
- Zhang, Achieving real-time economic dispatch in power networks via a saddle point design approach. (2015)
- Zhao, C., Mallada, E. & Low, S. H. Distributed generator and load-side secondary frequency control in power networks. 2015 49th Annual Conference on Information Sciences and Systems (CISS) 1–6 (2015) doi:10.1109/ciss.2015.7086825 – 10.1109/ciss.2015.7086825
- Zhao, C., Topcu, U., Li, N. & Low, S. Design and Stability of Load-Side Primary Frequency Control in Power Systems. IEEE Transactions on Automatic Control vol. 59 1177–1189 (2014) – 10.1109/tac.2014.2298140