  This paper proposes a DC microgrid state estimation and sensor placement
method based on compressive sensing. Formulations of various types of
measurements and components are developed under the proposed framework. A
measurement placing strategy to minimize the coherence of the measurement
matrix and thus increase estimation accuracy is presented. Simulation results
show that the proposed state estimation and sensor placing approach can
effectively reduce the number of sensors to achieve a certain level of
estimation accuracy.
