Abstract
A virtual battery model is a simple and general method to quantify aggregate flexibility from thermostatically controlled loads (TCLs), enabling grid operators to effectively coordinate a large number of flexible building loads with supply-side resources in power systems. Lockout controls are designed to avoid wear and tear resulting from short-cycling of hardware. The lock on/off time could significantly affect aggregate flexibility from TCLs to provide ancillary services and may even fail control algorithms designed without considering the lock time constraints. This paper focuses on flexibility estimation and control design for TCLs with lock time constraints to provide frequency regulation service. We first investigate the potential impacts of lock time on TCLs' aggregate flexibility and control performance. Both control-dependent and control-independent power bounds are then derived, based on previous TCL switching operations and regulation signals, respectively. While the control-dependent method provides aggregate flexibility for a given control method, the control-independent method calculates the theoretical maximum of power bounds. Finally, two control algorithms are proposed to better distribute flexibility over time and thereby improve signal tracking performance. The proposed methods are illustrated and validated through simulations.
| Original language | English |
|---|---|
| Article number | 9004507 |
| Pages (from-to) | 3221-3230 |
| Number of pages | 10 |
| Journal | IEEE Transactions on Smart Grid |
| Volume | 11 |
| Issue number | 4 |
| DOIs | |
| State | Published - Jul 2020 |
| Externally published | Yes |
Keywords
- Aggregate flexibility
- control
- frequency regulation
- lock time
- thermostatically controlled loads
- virtual battery
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