From Nominal Flexibility to Firm Reserve: A Readiness Assessment of Thermostatically Controlled Loads for Primary Frequency Response

Thermostatically controlled loads (TCLs) can respond rapidly to frequency disturbances, but fast modulation alone does not establish firm primary-frequency reserve. This study develops a readiness framework that links evidence synthesis, probabilistic reserve sizing, post-event recovery and feeder-level compatibility. A focused review of 74 journal studies informed a two-stage simulation framework. Stage A combined deterministic stress testing, 300-realization Monte Carlo sizing and an independent capacity-hold verification, while Stage B embedded this independently simulated profile in an 8500-node benchmark distribution feeder. The realistic aggregation remained frequency-responsive, but operational constraints produced substantial nominal-to-firm derating. For the modeled upward-reserve case, under the assumed population distributions and operating conditions, an empirical declaration of 0.885 MW achieved approximately 95% joint compliance, while only 56.35% of event-state nominal upward flexibility was firm in the independent verification. Recovery remained distinct from delivery readiness, and feeder analysis showed that an aggregate-compliant profile could still create local voltage and loading violations. The results show that credible TCL reserve requires reliability-conditioned derating, explicit recovery assessment and feeder-specific qualification rather than reliance on nominal flexibility or response speed alone.

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Journal
Applied Sciences
Published
2026-09-15
DOI
https://doi.org/10.3390/app16189138
Primary Topic
Optimal Power Flow Distribution
Type
article
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article

From Nominal Flexibility to Firm Reserve: A Readiness Assessment of Thermostatically Controlled Loads for Primary Frequency Response

Reyes S. Herrera, Juan P. Torreglosa, Jesús Clavijo-Camacho, José Antonio Hernández Torres et al.
Applied Sciences
Optimal Power Flow Distribution
article

From Nominal Flexibility to Firm Reserve: A Readiness Assessment of Thermostatically Controlled Loads for Primary Frequency Response

Reyes S. Herrera, Juan P. Torreglosa, Jesús Clavijo-Camacho, José Antonio Hernández Torres, Alvaro C. Alamo
article en

Abstract

Thermostatically controlled loads (TCLs) can respond rapidly to frequency disturbances, but fast modulation alone does not establish firm primary-frequency reserve. This study develops a readiness framework that links evidence synthesis, probabilistic reserve sizing, post-event recovery and feeder-level compatibility. A focused review of 74 journal studies informed a two-stage simulation framework. Stage A combined deterministic stress testing, 300-realization Monte Carlo sizing and an independent capacity-hold verification, while Stage B embedded this independently simulated profile in an 8500-node benchmark distribution feeder. The realistic aggregation remained frequency-responsive, but operational constraints produced substantial nominal-to-firm derating. For the modeled upward-reserve case, under the assumed population distributions and operating conditions, an empirical declaration of 0.885 MW achieved approximately 95% joint compliance, while only 56.35% of event-state nominal upward flexibility was firm in the independent verification. Recovery remained distinct from delivery readiness, and feeder analysis showed that an aggregate-compliant profile could still create local voltage and loading violations. The results show that credible TCL reserve requires reliability-conditioned derating, explicit recovery assessment and feeder-specific qualification rather than reliance on nominal flexibility or response speed alone.

Applied SciencesVol. 16(18)
Universidad de Huelva (ES)
Openalex Percentile: Top 20%
Optimal Power Flow Distribution
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From Nominal Flexibility to Firm Reserve: A Readiness Assessment of Thermostatically Controlled Loads for Primary Frequency Response — Reyes S. Herrera, Juan P. Torreglosa, et al. · Applied Sciences (2026) | TGRS Research Map | TGRS