GitHub - Awyoeng/Dynamic-State-Estimation-Gas: Dynamic State Estimation (DSE) for gas networks using EKF, robust EKF, EKF-LE and Adaptive Fading EKF (AFEKF), with outlier and leak simulation.

Name		Name	Last commit message	Last commit date
csv_results		csv_results
figures		figures
AFUKF.m		AFUKF.m
AKF-EKF-modification.txt		AKF-EKF-modification.txt
Comprehensive_Results_4Methods.xlsx		Comprehensive_Results_4Methods.xlsx
calc_stats_with_leak_separation.m		calc_stats_with_leak_separation.m
debug_case4_results.mat		debug_case4_results.mat
dse_1_load_data.m		dse_1_load_data.m
dse_2_build_model.m		dse_2_build_model.m
dse_3_gen_data_leak.m		dse_3_gen_data_leak.m
dse_4_estimator_leak.asv		dse_4_estimator_leak.asv
dse_4_estimator_leak.m		dse_4_estimator_leak.m
dse_chen_ekf.m		dse_chen_ekf.m
dse_leak_detector.m		dse_leak_detector.m
dse_load_leak.m		dse_load_leak.m
dse_main_four_methods.m		dse_main_four_methods.m
dse_main_four_methods_monte_carlo.asv		dse_main_four_methods_monte_carlo.asv
dse_main_four_methods_monte_carlo.m		dse_main_four_methods_monte_carlo.m
dse_main_leak.m		dse_main_leak.m
dse_main_three_cases.m		dse_main_three_cases.m
dse_normal_ekf.m		dse_normal_ekf.m
dse_steady_solver.m		dse_steady_solver.m
export_results_to_csv.m		export_results_to_csv.m
gas_data.xlsx		gas_data.xlsx
inject_outlier_sparse.m		inject_outlier_sparse.m
inject_outlier_sustained.m		inject_outlier_sustained.m
leak.xlsx		leak.xlsx
main_loop_for_Monte_Carlo.m		main_loop_for_Monte_Carlo.m
plot_case1.m		plot_case1.m
plot_case2.m		plot_case2.m
plot_case3_simplified.m		plot_case3_simplified.m
plot_case4_simplified.m		plot_case4_simplified.m
plot_outlier_pipes.m		plot_outlier_pipes.m
save_comprehensive_results.m		save_comprehensive_results.m

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Dynamic State Estimation (DSE) for gas networks using EKF, robust EKF, EKF-LE and Adaptive Fading EKF (AFEKF), with outlier and leak simulation.

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