Electric Power and Intelligent Control (EPIC)
The dataset was collected by operating the EPIC testbed for 30 minutes under each of eight scenarios. Sensor measurements, actuator states and pcap files were collected.
Characteristics of dataset
Scenario 1
Synchronisation without load
Angle difference between two generators G1 & G2 from -180 to 0 to 180 degree
Scenario 2
Synchronisation with 10kW resistive load
Angle difference between two generators G1 & G2 from -180 to 0 degree
Scenario 3
Two generators G1 & G2 running
10kW resistive load
Scenario 4
Two generators G1 & G2 running with PV system switched on
10kW resistive load
Scenario 5
Two generators G1 & G2 running with PV system switched on
7kW resistive load
Scenario 6
Three generators G1 to G3 running
14kW resistive load
Scenario 7
Two generators G1 & G2 running
Supplying power to iTrust’s Secure Water Treatment (SWaT) testbed
Scenario 8
Two generators G1 & G2 running
Supplying power to iTrust’s SWaT and Water Distribution (WADI) testbeds
Dataset publications
Chuadhry Mujeeb Ahmed & Nandha Kumar Kandasamy, “A Comprehensive Dataset from a Smart Grid Testbed for Machine Learning based CPS Security Research,” CPS4CIP 2020
Sridhar Adepu, Nandha Kumar Kandasamy, Aditya Mathur, “EPIC: An Electric Power Testbed for Research and Training in Cyber Physical Systems Security,” CyberICPS/SECPRE@ESORICS 2018: 37-52