Title :
REFLEX: An Adapted Production Simulation Methodology for Flexible Capacity Planning
Author :
Hargreaves, Jeremy ; Hart, Elaine K. ; Jones, Ryan ; Olson, Arne
Author_Institution :
Energy & Environ. Econ., San Francisco, CA, USA
Abstract :
As intermittent energy resources become more significant in power production, traditional capacity planning may be insufficient to ensure reliable system operation. A system planner must ensure that flexibility solutions are available to respond to large and uncertain ramping events. These solutions may be operational, such as improved unit commitment and dispatch, curtailment of renewables, or demand response; procurement based, such as new fast ramping resources or batteries; or involve market reform. This paper outlines a new methodology for modeling the economic tradeoffs in implementing flexibility solutions for integrating renewables. The proposed model includes both a stochastic treatment of system states to account for a wide range of operating conditions and an adapted production simulation methodology that weighs the cost of reliability and subhourly flexibility violations against the cost of the operational flexibility solutions available to mitigate them. The model´s functionality is demonstrated with a case study of California at a 50% RPS in 2030. The model tests the value of 1088 MW of generic flexible units, relative to the same capacity of must-run resources, finding an expected annual value of $347±42 million/yr. Potential applications of the model for resource planning and procurement are also discussed.
Keywords :
costing; power generation economics; power generation planning; power generation reliability; California; REFLEX; RPS; adapted production simulation methodology; batteries; demand response; economic tradeoff modeling; expected annual value; flexibility solutions; flexible capacity planning; generic flexible units; improved unit commitment-dispatch; intermittent energy resources; market reform; model functionality; must-run resource capacity; operational flexibility solution cost; power production; procurement; ramping resource; reliability cost; renewable curtailment; renewable integration; resource planning; subhourly flexibility violations; system operation reliability; system state stochastic treatment; uncertain ramping events; Adaptation models; Capacity planning; Load modeling; Planning; Predictive models; Reliability; Power system reliability; production simulation; renewable integration; resource planning;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2014.2351235