作者
Siddharth Deshmukh, Balasubramaniam Natarajan, Anil Pahwa
发表日期
2012/11/7
研讨会论文
2012 IEEE Latin-America Conference on Communications
页码范围
1-6
出版商
IEEE
简介
Future smart grids are envisioned to have significant distributed generation penetration. In this paper, we develop a dynamic nonlinear model for the power distribution networks, in-corporating power flow equations along with load and distributed generation forecasts. As traditional state estimation approaches based on Weighted Least Squares (WLS) are inadequate in dynamic system models, we consider an extended Kalman filter (EKF) for state estimation. Unlike prior efforts, we analyze impact of communication network on state estimation process by considering intermittent measurements. The intermittent measurements denoted by packet drops are modeled as a Bernoulli random process. A stochastic analysis for boundedness of state estimation error is presented. The analysis establishes system conditions for which stochastic stability of state estimates can be assured. An upper bound on critical packet drop …
引用总数
201320142015201620172018321211
学术搜索中的文章