Abstract:Abstract-Reserve requirements promote reliability by ensuring resources are available to re-balance the power system following random disturbances. However, reliability is not guaranteed when reserve dispatch is limited by transmission constraints. In this work, we propose a modified form of reserve requirement that identifies response sets for distinct contingency scenarios. The approach disqualifies reserve from counting towards a particular scenario if transmission constraints are likely to render that rese… Show more
“…The response sets in (18) are similar to existing capacity constraints in CAISO and ISO-NE. The major difference is that they can change to meet the needs of individual scenarios.…”
Section: Response Set Determinationmentioning
confidence: 98%
“…The flowchart in Figure 2 base commitments do not work well for some scenarios, the response sets are pruned (C and U are made smaller) to remove capacity that was less helpful than expected. The revised response sets are reapplied through constraint (18) in the next iteration to encourage SCUC to commit more preferable slow generators moving forward.…”
Section: Response Set Determinationmentioning
confidence: 99%
“…• undeliverable due to transmission constraints. This paper addresses the above issues by adapting the idea of response sets from [18]. If operators require capacity commitments before the scenario is known, the response set is defined as all capacity that may count toward that requirement.…”
Power systems face growing uncertainty from intermittent renewable resources. This uncertainty makes it harder to schedule generators efficiently because the economics depend on unknown outcomes. This research modifies security-constrained unit commitment to anticipate the cost of dispatching backup capacity if and when it is needed. The model uses capacity constraints to cover individual scenarios by defining scenario response sets, which are revised iteratively using a mixed-integer program.The approach provides a mathematical way to derive capacity requirements like those used today in CAISO and ISO-NE. Testing on the IEEE 73-bus test case demonstrates the capacity requirements are economical compared to other deterministic policies from the literature.
“…The response sets in (18) are similar to existing capacity constraints in CAISO and ISO-NE. The major difference is that they can change to meet the needs of individual scenarios.…”
Section: Response Set Determinationmentioning
confidence: 98%
“…The flowchart in Figure 2 base commitments do not work well for some scenarios, the response sets are pruned (C and U are made smaller) to remove capacity that was less helpful than expected. The revised response sets are reapplied through constraint (18) in the next iteration to encourage SCUC to commit more preferable slow generators moving forward.…”
Section: Response Set Determinationmentioning
confidence: 99%
“…• undeliverable due to transmission constraints. This paper addresses the above issues by adapting the idea of response sets from [18]. If operators require capacity commitments before the scenario is known, the response set is defined as all capacity that may count toward that requirement.…”
Power systems face growing uncertainty from intermittent renewable resources. This uncertainty makes it harder to schedule generators efficiently because the economics depend on unknown outcomes. This research modifies security-constrained unit commitment to anticipate the cost of dispatching backup capacity if and when it is needed. The model uses capacity constraints to cover individual scenarios by defining scenario response sets, which are revised iteratively using a mixed-integer program.The approach provides a mathematical way to derive capacity requirements like those used today in CAISO and ISO-NE. Testing on the IEEE 73-bus test case demonstrates the capacity requirements are economical compared to other deterministic policies from the literature.
“…Today, most of the ISOs use reserve zones to ensure that sufficient reserve is held within import-constrained areas. A simplistic representation of one such reserve model [21], which is an extension of the reserve model used by ISO New England [6], is given below:…”
Section: Contemporary Reserve Policiesmentioning
confidence: 99%
“…The hourly ramp rate constraints are shown in (18) and (19). System-wide spinning reserve requirements are modeled in (20) and (21). Constraints (20) and (21) together require that the system-wide reserve be no less than the single largest generator contingency or % of the total demand in the system, whichever is greater.…”
Section: Day-ahead Scuc Formulation With a Single Zone Reserve Modelmentioning
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.