6 research outputs found
Transmission Congestion Management with Generalized Generation Shift Distribution Factors
A major concern in modern power systems is that the popularity and
fluctuating characteristics of renewable energy may cause more and more
transmission congestion events. Traditional congestion management modeling
involves AC or DC power flow equations, while the former equation always
accompanies great amount of computation, and the latter cannot consider voltage
amplitude and reactive power. Therefore, this paper proposes a congestion
management approach incorporating a specially-designed generalized generator
shift distribution factor (GSDF) to derive a computationally-efficient and
accurate management strategies. This congestion management strategy involves
multiple balancing generators for generation shift operation. The proposed
model is superior in a low computational complexity (linear equation) and
versatile modeling representation with full consideration of voltage amplitude
and reactive power.Comment: 5 pages, 4 figures. Accepted by conference: ICPES 202
Visualization 1.mp4
We realized scanning in a straight line by using two-step focusing method with the mask of 16 × 16. In the first step, the size of the dataset is 1000 and the number of epochs is 40. In the second step, the size of the dataset is 2000 and the number of the encoded pixels is 8 and the number of epochs is 40