Optimization-based power management of a wind farm with battery storage

Wind Energy

Volumn 16, Issue 8, 2013, Pages 1197-1211

  Borhan, Hoseinali ^a   Rotea, Mario A ^a   Viassolo, Daniel ^b  

^a The University of Texas at Dallas   (United States)

^b Energy Systems Department   (United States)

Author keywords

battery life extension; battery storage system; model predictive control; optimization based power management; wind farm power control

Indexed keywords

BATTERY MANAGEMENT SYSTEMS; CHARGING (BATTERIES); CONSTRAINED OPTIMIZATION; ELECTRIC POWER SYSTEM INTERCONNECTION; ELECTRIC UTILITIES; ERRORS; MODEL PREDICTIVE CONTROL; POWER CONTROL; SECONDARY BATTERIES; STORAGE MANAGEMENT; WIND POWER;

BATTERY STORAGE SYSTEM; CONTROL SOLUTIONS; CONTROL STRATEGIES; OPTIMAL BALANCE; OPTIMIZATION MODELS; STATE OF CHARGE; THROUGHPUT MODELING; WIND FARM;

BATTERY STORAGE;

ACTIVE CONTROL; OPTIMIZATION; POWER; REAL TIME; WIND FARM;

EID: 84888344029     PISSN: 10954244     EISSN: 10991824     Source Type: Journal    
DOI: 10.1002/we.1547     Document Type: Article

References (14)

1. Denholm P, Era E, Kirby B, Milliganm M,. The role of energy storage with renewable electricity generation. Technical Report, NREL/TP-6A2-47181. NREL, 2010.
2. Teleke S, Baran M, Huang AQ, Bhattacharya S,. Control strategies for battery energy storage for wind farm dispatching. IEEE Transactions on Energy Conversion 2009; 24 (3): 725-732.
3. Teleke S, Baran M, Bhattacharya S, Huang AQ,. Optimal control of battery energy storage for wind farm dispatching. IEEE Transactions on Energy Conversion 2010; 25 (3): 787-794.
4. Khalid M, Savkin AV,. A model predictive control approach to the problem of wind power smoothing with controlled battery storage. Renewable Energy 2010; 35 (7): 1520-1526.
5. Maciejowski JM,. Predictive Control with Constraints (1st edn). Prentice Hall: Harlow, England, 2002.
6. Ceraolo M,. New dynamical models of lead-acid batteries. IEEE Transactions on Power Systems 2000; 15 (4): 1184-1190.
7. Schoenung SM, Hassenzahl WV,. Long- vs. short-term energy storage technologies analysis: a life-cycle cost study. Technical Report, Sandia National Labaratories, 2003.
8. Sauer DU, Wenzl H,. Comparison of different approaches for lifetime prediction of electrochemical systems-using lead-acid batteries as example. Journal of Power Sources 2008; 176: 534-546.
9. Schiffer J, Sauer DU, Bindner H, Cronin T, Lundsager P, Kaiser R,. Model prediction for ranking lead-acid batteries according to expected lifetime in renewable energy systems and autonomous power-supply systems. Journal of Power Sources 2007; 168: 66-78.
10. Borhan H, Vahidi A, Phillips A, Kuang M, Kolmanovsky I, Di Cairano S,. MPC-based energy management of a power-split hybrid electric vehicle. IEEE Transactions on Control Systems Technology 2012; 20 (3): 593-603.
11. Eyer J, Corey G,. Energy storage for the electricity grid benefits and market potential assessment guide. Technical Report, Sandia National Laboratories, 2010.
12. Giebel G, Sorensen P, Holttinen H,. 2007. Forecast error of aggregated wind power. Technical Report, TradeWind, 2010.
13. Barsali S, Ceraolo M,. Dynamical models of lead-acid batteries: implementation issues. IEEE Transactions on Energy Conversion 2002; 17 (1): 16-23.
14. Jackey RA,. A simple, effective lead-acid battery modeling process for electrical system component selection. SAE World Congress & Exhibition, April 2007, ref. 2007-01-0778.