Peng Wang

TL;DR: The applications of deep learning in machine health monitoring systems are reviewed mainly from the following aspects: Auto-encoder and its variants, Restricted Boltzmann Machines, Convolutional Neural Networks, and Recurrent Neural Networks.

TL;DR: A hybrid ac/dc micro grid is proposed to reduce the processes of multiple dc-ac-dc or ac-dc-ac conversions in an individual ac or dc grid to maintain stable operation under the proposed coordination control schemes.

TL;DR: This paper concentrates on the design, control, and implementation of an LCL-filter-based shunt active power filter (SAPF), which can effectively compensate for harmonic currents produced by nonlinear loads in a three-phase three-wire power system.

TL;DR: In this paper, the inherent damping characteristic of LCL filters for three-phase grid-connected voltage source inverters is investigated, and a general design guideline for choosing values of grid and converter-side inductors, so that optimum damping can be achieved by solely using converter current control, doing away with active damping, passive damping or complex state observer.

TL;DR: This paper presents a time sequential Monte Carlo simulation technique which can be used in complex distribution system evaluation, and describes a computer program developed to implement this technique.