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.
Authors
- Reyes S. Herrera (ORCID: https://orcid.org/0000-0003-3099-7262)
- Juan P. Torreglosa (ORCID: https://orcid.org/0000-0002-7239-370X)
- Jesús Clavijo-Camacho (ORCID: https://orcid.org/0009-0006-6955-7896)
- José Antonio Hernández Torres (ORCID: https://orcid.org/0000-0001-9399-681X)
- Alvaro C. Alamo
Institutions
- Universidad de Huelva (ES)
Publication Details
- Journal
- Applied Sciences
- Published
- 2026-09-15
- DOI
- https://doi.org/10.3390/app16189138
- Primary Topic
- Optimal Power Flow Distribution
- Type
- article
- Field-Weighted Citation Impact
- 0.00