TY - GEN
T1 - Intelligent distributed economic dispatch in smart grids
AU - Basu, Meheli
AU - Mudumbai, Raghuraman
AU - Dasgupta, Soura
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2016.
PY - 2016
Y1 - 2016
N2 - This paper considers the optimal economic dispatch of power generators in a smart electric grid for allocating power between generators to meet load requirements at a minimum total cost. We present a decentralized algorithm where, each generator independently adjusts its power output using only a measurement of the frequency deviation of the grid and minimal information exchange with its neighbors. Existing algorithms assume that frequency deviation is proportional to the load imbalance. In practice this is seldom exactly correct. We assume here that the only thing known about this relationship is that it is an unknown, odd, strictly increasing function. We provide a proof of convergence and simulations verifying the efficacy of the algorithm.
AB - This paper considers the optimal economic dispatch of power generators in a smart electric grid for allocating power between generators to meet load requirements at a minimum total cost. We present a decentralized algorithm where, each generator independently adjusts its power output using only a measurement of the frequency deviation of the grid and minimal information exchange with its neighbors. Existing algorithms assume that frequency deviation is proportional to the load imbalance. In practice this is seldom exactly correct. We assume here that the only thing known about this relationship is that it is an unknown, odd, strictly increasing function. We provide a proof of convergence and simulations verifying the efficacy of the algorithm.
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U2 - 10.1007/978-3-319-23258-4_25
DO - 10.1007/978-3-319-23258-4_25
M3 - Conference contribution
AN - SCOPUS:84985004006
SN - 9783319232577
T3 - Advances in Intelligent Systems and Computing
SP - 285
EP - 294
BT - Intelligent Systems Technologies and Applications
A2 - Berretti, Stefano
A2 - Dasgupta, Soura
A2 - Thampi, Sabu M.
PB - Springer Verlag
T2 - International Symposium on Intelligent Systems Technologies and Applications, ISTA 2015 co-located with 4th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015
Y2 - 10 August 2015 through 13 August 2015
ER -