A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Online coherence identification using dynamic time warping for controlled islanding
Abstract Controlled islanding is considered to be the last countermeasure to prevent a system-wide blackout in case of cascading failures. It splits the system into self-sustained islands to maintain transient stability at the expense of possible loss of load. Generator coherence identification is critical to controlled islanding scheme as it helps identify the optimal cut-set to maintain the transient stability of the post-islanding systems. This paper presents a novel approach for online generator coherency identification using phasor measurement unit (PMU) data and dynamic time warping (DTW). Results from the coherence identification are used to further cluster non-generator buses using spectral clustering with the objective of minimizing power flow disruptions. The proposed approach is validated and compared to existing methods on the IEEE 39-bus system and WECC 179-bus system, through which its advantages are demonstrated.
Online coherence identification using dynamic time warping for controlled islanding
Abstract Controlled islanding is considered to be the last countermeasure to prevent a system-wide blackout in case of cascading failures. It splits the system into self-sustained islands to maintain transient stability at the expense of possible loss of load. Generator coherence identification is critical to controlled islanding scheme as it helps identify the optimal cut-set to maintain the transient stability of the post-islanding systems. This paper presents a novel approach for online generator coherency identification using phasor measurement unit (PMU) data and dynamic time warping (DTW). Results from the coherence identification are used to further cluster non-generator buses using spectral clustering with the objective of minimizing power flow disruptions. The proposed approach is validated and compared to existing methods on the IEEE 39-bus system and WECC 179-bus system, through which its advantages are demonstrated.
Online coherence identification using dynamic time warping for controlled islanding
Hasan Ul Banna (author) / Zhe Yu (author) / Di Shi (author) / Zhiwei Wang (author) / Dawei Su (author) / Chunlei Xu (author) / Sarika Khushalani Solanki (author) / Jignesh M. Solanki (author)
2018
Article (Journal)
Electronic Resource
Unknown
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