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24205 Column generation based planning in smart grids using TRIANA
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Toersche, H.A. and Molderink, A. and Hurink, J.L. and Smit, G.J.M. (2013) Column generation based planning in smart grids using TRIANA. In: 4th IEEE/PES Innovative Smart Grid Technologies Europe, ISGT EUROPE 2013, 6-9 Oct 2013, Lyngby, Denmark. 0537. IEEE Power & Energy Society. ISBN 978-1-4799-2984-9

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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.

Item Type:Conference or Workshop Paper (Full Paper, Poster)
Research Group:EWI-CAES: Computer Architecture for Embedded Systems, EWI-DMMP: Discrete Mathematics and Mathematical Programming
Research Program:CTIT-WiSe: Wireless and Sensor Systems
Research Project:DREAM: Dynamic Real-time Control Of Energy Streams In Buildings
Uncontrolled Keywords:Energy management, Mathematical programming, Power system management, Smart grids
ID Code:24205
Deposited On:09 January 2014
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