DATA_FILE = "../pylon/test/data/case3bus_P6_6.m" # Load the case file. case = MATPOWERReader(case_format=1).read(DATA_FILE) # Specify the measurements. measurements = [ Measurement(case.branches[0], PF, 0.12), Measurement(case.branches[1], PF, 0.10), Measurement(case.branches[2], PT, -0.04), Measurement(case.buses[0], PG, 0.58), Measurement(case.buses[1], PG, 0.30), Measurement(case.buses[2], PG, 0.14), Measurement(case.buses[1], VM, 1.04), Measurement(case.buses[2], VM, 0.98) ] # Specify measurement variances (ordered: PF, PT, QF, QT, PG, QG, VM, VA). sigma = array([0.02, 0.02, 0.0, 0.0, 0.015, 0.0, 0.01, 0.0]) # Create a state estimator... se = StateEstimator(case, measurements, sigma) # ...and run it. sol = se.run() # Write out the power flow solution... case.save_rst(sys.stdout) # ...and a measurement comparison. se.output_solution(sys.stdout, sol["z"], sol["z_est"], sol["error_sqrsum"])