power transmission economics; power markets; power generation dispatch; power distribution economics; integer programming
Abstract :
[en] Ancillary services used for active power balancing are called balancing services or operating reserves and their provision is vital for maintaining power system frequency at the nominal value. In a deregulated environment, where generation is unbundled from transmission and distribution operations, independently owned generating companies may elect to provide operating reserves. However, it is not easy to calculate the exact cost of reserve provision and, therefore, bid for it accurately. Although the cost efficiency of reserve provision can be improved by co-optimising energy and reserve markets, generating companies can still encounter monetary losses caused by the provision of reserve. Currently, these losses are compensated based on ex-post calculations. Hence, current energy and reserve prices do not adequately factor in the ex-post compensation caused by reserve provision. This study proposes an energy and reserve co-optimisation with an explicit consideration of two compensation mechanisms, i.e. lost opportunity and uplift payments. The problem is structured as a bilevel model. The upper level is a mixed-integer unit commitment problem and the lower level is a continuous economic dispatch problem. The case study shows that the proposed model increases market efficiency.
Research center :
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > FINATRAX - Digital Financial Services and Cross-organizational Digital Transformations
Disciplines :
Management information systems Computer science Electrical & electronics engineering
Author, co-author :
PAVIĆ, Ivan ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > FINATRAX
Dvorkin, Yury; NYU Tandon School of Engineering, Brooklyn, United States
Pandžic, Hrvoje; Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia
External co-authors :
yes
Language :
English
Title :
Energy and reserve co-optimisation - Reserve availability, lost opportunity and uplift compensation cost
Original title :
[en] Energy and reserve co-optimisation - Reserve availability, lost opportunity and uplift compensation cost
Galiana, F.D., Bouffard, F., Arroyo, J.M., et al.: 'Scheduling and pricing of coupled energy and primary, secondary, and tertiary reserves', Proc. IEEE, 2005, 93, (11), pp. 1970-1983
Rebennack, S., Pardalos, P.M., Pereira, M.V., et al.: 'Handbook of power systems I' (Springer, Berlin, 2010)
FERC.: 'Energy primer', Washington DC, 2015
Pavic, I., Capuder, T., Kuzle, I.,: 'Value of flexible electric vehicles in providing spinning reserve services', Appl. Energy, 2015, 157, pp. 60-74
Pavic, I., Capuder, T., Kuzle, I.,: 'Low carbon technologies as providers of operational flexibility in future power systems', Appl. Energy, 2016, 168, pp. 724-738
Ellison, J.F., Tesfatsion, L.S., Loose, V.W.,: 'A survey of operating reserve markets in U.S. ISO/RTO-managed electric energy regions', Energy Economics, 2012
Zhou, Z., Levin, T., Conzelmann, G.,: 'Survey of U. S. Ancillary services markets', Argonne National Laboratory, Chicago, 2016
EI-Fact Sheet 2015-01.: 'The current electricity market design in Europe', KU Leuven Energy Institute, 2015
Hogan, W.W.,: 'Electricity market design and efficient pricing: applications for New England and beyond', Electricity Journal, 2014, 27, (7), pp. 23-49
Hogan, W.W.,: 'Electricity scarcity pricing through operating reserves', Econ. Energ. Environ. Pol., 2013, 2, (2), pp. 65-86
Patton, D.B., LeeVanSchaick, P., Chen, J.,: '2015 assessment of the ISO New England electricity markets', Potomac Econ., 2016
Hummon, M., Denholm, P., Jorgenson, J., et al.: 'Fundamental drivers of the cost and price of operating reserves', U.S. Department of Energy Office of Scientific and Technical Information, 2013, available at: https://www.osti.gov/biblio/1089587
PJM.: 'A review of generation compensation and cost elements in the PJM markets', PJM, 2009
Al-abdullah, Y.M., Member, S., Abdi-khorsand, M., et al.: 'The role of out-of-market corrections in day-ahead scheduling', IEEE Trans. Power Syst., 2015, 30, (4), pp. 1937-1946
Gan, D., Litvinov, E.,: 'Energy and reserve market designs with explicit consideration to lost opportunity costs', IEEE Trans. Power Syst., 2003, 18, (1), pp. 53-59
Gribik, P.R., Hogan, W.W., Pope, S.L.,: 'Market-clearing electricity prices and energy uplift', [Online] Available at: www.lmpmarketdesign.com/papers/Gribik_Hogan_Pope.pdf, 2007
Schiro, D.A., Zheng, T., Zhao, F., et al.: 'Convex hull pricing in electricity markets: formulation, analysis, and implementation challenges', IEEE Trans. Power Syst., 2016, 31, (5), pp. 4068-4075
Hua, B., Baldick, R.,: 'A convex primal formulation for convex hull pricing', IEEE Trans. Power Syst., 2017, 32, (5), pp. 3814-3823
Federal Energy Regulatory Commission: 'Uplift in RTO and ISO Markets', 2014
Pandžic, H., Qiu, T., Kirschen, D.S.,: 'Comparison of state-of-the-art transmission constrained unit commitment formulations'. Proc. IEEE Power and Energy Society General Meeting, Vancouver, BC, Canada, 2013, pp. 1-5
Fortuny-Amat, J., McCarl, B.,: 'A representation and economic interpretation of a two-level programming problem', J. Oper. Res. Soc., 1981, 32, pp. 783-792
'Eastern Wind Dataset', NREL, Golden, CO, USA, [Online]. Available at: www.nrel.gov/electricity/transmission/eastern_wind_methodology.html, 2012
Krishnamurthy, D., Member, S., Li, W., et al.: 'An 8-zone test system based on ISO New England data: development and application', IEEE Trans. Power Syst., 2016, 31, (1), pp. 234-246