Abstract Large-scale power grid observability is still a challenge because of deteriorating infrastructure and the incorporation renewable energy sources. A smart that makes use cutting-edge technology, such as phasor measurement unit (PMU), an excellent option for monitoring bringing networks up to speed with latest information. Latterly, considerable investment required deployment locations h...

The incorporation of a tie-line between two areas may be beneficial in ways. First, the reserve capacity assisting area support to assisted area, and second, number Phasor Measurement Unit (PMU) requirements will become smaller for complete observability interconnected grid. objective function is formulated integrate reliability analysis synchrophasor networks. effect Zero Injection Bus (ZIB) i...

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With the increasing penetration of converter-based renewable resources, different types dynamics have been introduced to power system. Due complexity and high order modern system, mathematical model-based inertia estimation method becomes more difficult. This paper proposes two novel machine learning assisted methods based on long-recurrent convolutional neural (LRCN) network graph (GCN) respec...