IEEE 14 bus test systems row data

This dataset contains the simulation data generated in DIgSILENT PowerFactory for the IEEE 14-bus test system. Each row in the dataset represents one simulated case, and each column corresponds to an input feature used in the deep learning model.The first four columns represent the fault-related information, including:Fault clearing timeType of short-circuit faultFaulted linePercentage of the line length at which the fault occurredColumns 5 to 19 correspond to the active power, reactive power, and voltage of the generator buses under pre-disturbance (steady-state) conditions.Columns 20 to 139 contain the post-fault time-series variations of active power, reactive power, and voltage at generator buses, recorded at different time steps following the disturbance.Columns 140 to 229 represent the rate of change of the same parameters (active power, reactive power, and voltage) during the transient period.The last column denotes the output label, which can take integer values from 0 to 4, representing different stability categories.The dataset was generated and preprocessed using DIgSILENT PowerFactory and Python 3.9. It can be freely accessed and reused for research purposes