Load Shifting, Interrupting or Both? Customer Portfolio Composition in Demand Side Management
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The share of renewable power sources in the electricity generation mix has seen enormous growth in recent years. Generation from fluctuating renewable energy sources (Wind, Solar) has to be considered stochastic and not (fully) controllable. To align demand with volatile supply, balancing and storage capacities have to be increased. To avoid high costs of storage investments, we suggest exploiting demand side flexibility instead. This can be operationalized through scheduling of electrical loads. Prior research typically assumes that both the set of customers, as well as the flexibility endowments of the scheduling problem, are exogenously given. However, the quality of the scheduling result highly depends on the composition of the customer portfolio. Therefore, it should be designed in an optimal fashion. This includes two decisions: which customers should be part of the portfolio and how much flexibility each customer should offer. Thus, future energy retailers face a complicated decision-making problem.We present a portfolio design optimization model which includes both selecting customers to be part of the portfolio and scheduling their flexibility. Furthermore, we present exemplary results from a scenario based on empirical load and generation data.
KeywordsSmart Grid Base Load Demand Side Management Portfolio Composition Load Schedule
- 4.Flath, C.M.: Flexible demand in smart grids-modeling and coordination. Ph.D. thesis, Karlsruhe, Karlsruher Institut für Technologie (KIT) (2013)Google Scholar
- 5.IEA: The power of transformation - wind, sun and the economics of flexible power systems. International Energy Agency, Paris (2014)Google Scholar
- 8.Subramanian, A., Garcia, M., Dominguez-Garcia, A., Callaway, D., Poolla, K., Varaiya, P.: Real-time scheduling of deferrable electric loads. In: American Control Conference (ACC), 2012, pp. 3643–3650. IEEE (2012)Google Scholar