76 citations · 147 across the 11 of their papers we have counts for
11 papers
Adaptive Learning Rate and Momentum for Training Deep Neural Networks
Zhiyong Hao, Yixuan Jiang, Huihua Yu +1
Recent progress on deep learning relies heavily on the quality and efficiency of training algorithms. In this paper, we develop a fast training method motivated by the nonlinear Co…
A Dynamic Theory-Based Method for the Computation of an Unstable Equilibrium Point
Robert Owusu-Mireku, Matt Hin, Hsiao-Dong Chiang
In this paper, a new combination of a dynamic transformation method and a trajectory-based integration technique is proposed for the model independent computation of unstable equil…
A Framework for Dynamic Stability Analysis of Power Systems with Volatile Wind Power
Xiaozhe Wang, Tao Wang, Hsiao-Dong Chiang +2
We propose a framework employing stochastic differential equations to facilitate the long-term stability analysis of power grids with intermittent wind power generations. This fram…
Structural Emergency Control Paradigm
Thanh Long Vu, Spyros Chatzivasileiadis, Hsiao-Dong Chiang +1
Power grids normally operate at some stable operating condition where power supply and demand are balanced. In response to emergency situations, load shedding is a prevailing appro…
Smart Transmission Network Emergency Control
Thanh Long Vu, Hsiao-Dong Chiang, Konstantin Turitsyn
Power systems normally operate at their stable operating conditions where the power supply and demand are balanced. In emergency situations, the operators proceed to cut a suitable…
Long-Term Stability Analysis of Power Systems with Wind Power Based on Stochastic Differential Equations: Model Development and Foundations
Xiaozhe Wang, Hsiao-Dong Chiang, Jianhui Wang +2
In this paper, the variable wind power is incorporated into the dynamic model for long-term stability analysis. A theory-based method is proposed for power systems with wind power…