TY - JOUR
T1 - Decentralized agent-based underfrequency load shedding
AU - Mullen, Sara
AU - Onsongo, Getiria
PY - 2010/12/3
Y1 - 2010/12/3
N2 - As part of the transition to a smart grid efforts are being made to decentralize control of electric power systems and modernize protection schemes that are currently in use. One specific application of distributed control is underfrequency load shedding (UFLS), which is used to restore the load/generation balance in a power system following unusual disturbances e.g.,loss of a generator. UFLS is currently performed automatically shedding preset amounts of load without situational awareness. The use of intelligent agents located at each transmission bus in the power system allows for an adaptive response to emergency loading conditions. The agents detect the onset of disturbances similarly to underfrequency relays currently used but dynamically determine the amount, location, and timing of load shedding based on the speed deviation of the synchronous generators and each machine's parameters. This approach maintains the speed of response associated with local control and incorporates intelligence into the process to tailor the response to the specific situation. The developed agent-based UFLS scheme is demonstrated in the IEEE 14 Bus System with a sudden loss of generation output following removal of key transmission lines. The amount of load shed is reduced considerably compared to a traditional UFLS scheme.
AB - As part of the transition to a smart grid efforts are being made to decentralize control of electric power systems and modernize protection schemes that are currently in use. One specific application of distributed control is underfrequency load shedding (UFLS), which is used to restore the load/generation balance in a power system following unusual disturbances e.g.,loss of a generator. UFLS is currently performed automatically shedding preset amounts of load without situational awareness. The use of intelligent agents located at each transmission bus in the power system allows for an adaptive response to emergency loading conditions. The agents detect the onset of disturbances similarly to underfrequency relays currently used but dynamically determine the amount, location, and timing of load shedding based on the speed deviation of the synchronous generators and each machine's parameters. This approach maintains the speed of response associated with local control and incorporates intelligence into the process to tailor the response to the specific situation. The developed agent-based UFLS scheme is demonstrated in the IEEE 14 Bus System with a sudden loss of generation output following removal of key transmission lines. The amount of load shed is reduced considerably compared to a traditional UFLS scheme.
KW - UFLS
KW - Underfrequency load shedding
KW - intelligent agents
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U2 - 10.3233/ICA-2010-0347
DO - 10.3233/ICA-2010-0347
M3 - Article
AN - SCOPUS:78649519316
SN - 1069-2509
VL - 17
SP - 321
EP - 329
JO - Integrated Computer-Aided Engineering
JF - Integrated Computer-Aided Engineering
IS - 4
ER -