Title :
Column generation based planning in smart grids using TRIANA
Author :
Toersche, Hermen A. ; Molderink, Albert ; Hurink, Johann L. ; Smit, Gerard J. M.
Author_Institution :
Fac. of Electr. Eng., Math. & Comput. Sci., Univ. of Twente, Enschede, Netherlands
Abstract :
Column generation is applied to the TRIANA smart grid framework´s planner and combined with distributed dynamic programming. Simulations show that this improves the resulting planning compared to methods described in previous work (extra peak reduction of 7.3%; large fluctuation reduction) at the cost of additional processing.
Keywords :
dynamic programming; power system management; power system planning; smart power grids; TRIANA; column generation based planning; distributed dynamic programming; smart grids; Aggregates; Computational modeling; Dynamic programming; Flexible printed circuits; Optimization; Planning; Smart grids; Energy management; mathematical programming; power system management; smart grids;
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
DOI :
10.1109/ISGTEurope.2013.6695431
