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Curtailment reduced the average test length by 22% while maintaining the same sensitivity and specificity as the full-length COMM.
Stochastic curtailment reduced the average test length by as much as 59% while always obtaining a sensitivity of at least 0.688 and a specificity of at least 0.701 for predicting the ADBI.
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Here, RES curtailment reduces incentives for conventional power plant operators to curtail their operations or invest in flexibilisation measures.
ΔC represents the wind curtailment difference between Cases 1 and 2. Compared to Case 1, the total curtailment reduces dramatically in Cases 2 and 3.
Within the limitations of the study, results suggest that curtailment and stochastic curtailment reduce the respondent burden of the COMM without compromising its sensitivity and specificity.
With 7 10 electricity transmission lines and 2 3 gas transmission lines hardened, gas load curtailments are prevented thoroughly and electricity load curtailments reduced by nearly 80%.
When introducing electric boilers, the wind power curtailment is reduced by 282 MWh, and the wind curtailment ratio is 7.5%.
By contrast, the thermal inertia of the heating network decreases the wind curtailment ratio to 11.2%, and 164 MWh wind curtailment is reduced relative to Case 1.
Thus the solution space of power scheduling is expanded, and the amount of load or wind power curtailment is reduced effectively.
When considering both types of energy storage capacities in terms of heat and power dispatching, the coal consumption and wind curtailment are reduced significantly.
The BESS adjusts the power output according to the dispatched wind power generation schedule, so that the maximum power is absorbed and wind power curtailment is reduced, by implementing the "tracking power schedule output" mode at the specified time.
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CEO of Professional Science Editing for Scientists @ prosciediting.com