I am starting to learn how to model an energy storage system for a wind farm. Would anybody know where to look for already existing program model optimizations in Matlab, Gurobi, Gams, ....ect. This is basically just so I can get a general feel of how it is going to work. Any suggestions will be appreciated.
Regards,
Giovanni Ponce
Have a look at agent based modelling and discrete event simulation. These technologies can cope with variability, and dynamic systems that cannot be understood using deterministic and mathematical modelling. Search Winter simulation conference archives.
Looks like there are many resources available to you @Giovanni Ponce , these are just a few examples:
Dugan, R.C., Taylor, J.A. and Montenegro, D., 2016, May. Energy storage modeling for distribution planning. In 2016 IEEE Rural Electric Power Conference (REPC) (pp. 12-20). IEEE.
Sparacino, A.R., Reed, G.F., Kerestes, R.J., Grainger, B.M. and Smith, Z.T., 2012, July. Survey of battery energy storage systems and modeling techniques. In 2012 IEEE Power and Energy Society General Meeting (pp. 1-8). IEEE.
Jiang, Z. and Yu, X., 2009, July. Modeling and control of an integrated wind power generation and energy storage system. In 2009 IEEE Power & Energy Society General Meeting (pp. 1-8). IEEE.
Ma, Z., Pesaran, A., Gevorgian, V., Gwinner, D. and Kramer, W., 2015. Energy storage, renewable power generation, and the grid: NREL capabilities help to develop and test energy-storage technologies. IEEE Electrification Magazine, 3(3), pp.30-40.
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