TY - JOUR
T1 - Primary frequency regulation in power grids with on–off loads
T2 - Chattering, limit cycles and convergence to optimality
AU - Kasis, Andreas
AU - Monshizadeh, Nima
AU - Lestas, Ioannis
N1 - Funding Information:
This work was supported by ERC starting grant 679774 . A preliminary version of this study has appeared in Kasis, Monshizadeh, and Lestas (2018) . This manuscript includes additional results related to the stability and optimality properties of the considered system, further discussion and simulations and the analytic proofs of all the main results. This paper was recommended for publication in revised form by Associate Editor Antonella Ferrara under the direction of Editor Thomas Parisini.
Publisher Copyright:
© 2021 Elsevier Ltd
PY - 2021/9
Y1 - 2021/9
N2 - Load side participation can provide valuable support to the power network in case of urgencies. On many occasions, loads are naturally represented by on and off states. However, the use of on–off loads for frequency control can lead to chattering and undesirable limit cycle behavior, which are issues that need to be resolved for such loads to be used for network support This paper considers the problem of primary frequency regulation with ancillary service from on–off loads in power networks and establishes conditions that lead to convergence guarantees and an appropriate power allocation within the network. In particular, in order to assist existing frequency control mechanisms, we consider loads that switch when prescribed frequency thresholds are exceeded. Such control policies are prone to chattering, which limits their practicality. To resolve this issue, we consider loads that follow a decentralized hysteretic on–off policy, and show that chattering is not observed within such a setting. Hysteretic loads may exhibit, however, limit cycle behavior, which is undesirable. To address this, we propose an adapted hysteretic control scheme for which we provide convergence guarantees. Furthermore, we consider a mixed-integer optimization problem for power allocation and propose a suitable design of the control policy such that the cost incurred at equilibrium is within ϵ from the optimal cost, providing a non conservative value for ϵ. The practicality of our analytic results is demonstrated with numerical simulations on the Northeast Power Coordinating Council (NPCC) 140-bus system.
AB - Load side participation can provide valuable support to the power network in case of urgencies. On many occasions, loads are naturally represented by on and off states. However, the use of on–off loads for frequency control can lead to chattering and undesirable limit cycle behavior, which are issues that need to be resolved for such loads to be used for network support This paper considers the problem of primary frequency regulation with ancillary service from on–off loads in power networks and establishes conditions that lead to convergence guarantees and an appropriate power allocation within the network. In particular, in order to assist existing frequency control mechanisms, we consider loads that switch when prescribed frequency thresholds are exceeded. Such control policies are prone to chattering, which limits their practicality. To resolve this issue, we consider loads that follow a decentralized hysteretic on–off policy, and show that chattering is not observed within such a setting. Hysteretic loads may exhibit, however, limit cycle behavior, which is undesirable. To address this, we propose an adapted hysteretic control scheme for which we provide convergence guarantees. Furthermore, we consider a mixed-integer optimization problem for power allocation and propose a suitable design of the control policy such that the cost incurred at equilibrium is within ϵ from the optimal cost, providing a non conservative value for ϵ. The practicality of our analytic results is demonstrated with numerical simulations on the Northeast Power Coordinating Council (NPCC) 140-bus system.
KW - Frequency control
KW - Hybrid systems
KW - Network analysis
KW - Optimal power allocation
KW - Power systems
UR - http://www.scopus.com/inward/record.url?scp=85107807690&partnerID=8YFLogxK
U2 - 10.1016/j.automatica.2021.109736
DO - 10.1016/j.automatica.2021.109736
M3 - Article
AN - SCOPUS:85107807690
SN - 0005-1098
VL - 131
JO - Automatica
JF - Automatica
M1 - 109736
ER -