  The problem of state estimations for electric distribution system is
considered. A collaborative filtering approach is proposed in this paper to
integrate the slow time-scale smart meter measurements in the distribution
system state estimation, in which the deep Gaussian process is incorporated to
infer the fast time-scale pseudo measurements and avoid anomalies. Numerical
tests have demonstrated the higher estimation accuracy of the proposed method.
