TY - GEN
T1 - On the Value of Energy Storage in Generation Cost Reduction
AU - Shen, Yue
AU - Bichuch, Maxim
AU - Mallada, Enrique
N1 - Publisher Copyright:
© 2020 EUCA.
PY - 2020/5
Y1 - 2020/5
N2 - This work seeks to quantify the benefits of using energy storage toward the reduction of the energy generation cost of a power system. A two-fold optimization framework is provided where the first optimization problem seeks to find the optimal storage schedule that minimizes operational costs. Since the operational cost depends on the storage capacity, a second optimization problem is then formulated with the aim of finding the optimal storage capacity to be deployed. Although, in general, these problems are difficult to solve, we provide a lower bound on the cost savings for a parametrized family of demand profiles. The optimization framework is numerically illustrated using real-world demand data from ISO New England. Numerical results show that energy storage can reduce energy generation costs by at least 2.5%.
AB - This work seeks to quantify the benefits of using energy storage toward the reduction of the energy generation cost of a power system. A two-fold optimization framework is provided where the first optimization problem seeks to find the optimal storage schedule that minimizes operational costs. Since the operational cost depends on the storage capacity, a second optimization problem is then formulated with the aim of finding the optimal storage capacity to be deployed. Although, in general, these problems are difficult to solve, we provide a lower bound on the cost savings for a parametrized family of demand profiles. The optimization framework is numerically illustrated using real-world demand data from ISO New England. Numerical results show that energy storage can reduce energy generation costs by at least 2.5%.
UR - https://www.scopus.com/pages/publications/85090155900
U2 - 10.23919/ecc51009.2020.9143772
DO - 10.23919/ecc51009.2020.9143772
M3 - Conference contribution
AN - SCOPUS:85090155900
T3 - European Control Conference 2020, ECC 2020
SP - 1526
EP - 1532
BT - European Control Conference 2020, ECC 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 18th European Control Conference, ECC 2020
Y2 - 12 May 2020 through 15 May 2020
ER -