Knowledge-Infused Change Point Detection of Multimode Processes

The code package contains a README file and ten python scripts used for reproducing the figures and results in this article. Please refer to the README file for python commands to run these scripts. Below is a summary of what the ten scripts do. File name Description generate_simulation_data.py The script for generating the simulation data. plot_figure_2.py The script for plotting Figure 2. plot_figure_4.py The script for plotting Figure 4. plot_figure_5.py The script for plotting Figure 5. performance_evaluation.py The functions used for performance evaluation. algorithm_CPD_MMP.py The function of the proposed CPD-MMP method. algorithm_MCP.py The function of the MCP method (benchmark # 1). algorithm_RBM.py The function of the RBM method (benchmark # 2). main_simulation.py The main function for the simulation study (tuning + testing). main_real_data.py The main function for the real case study (tuning + testing).

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