Energy cyber-physical system digital twin playground
View Patent ↗Systems and methods for enhancing resiliency of a power system (e.g., an energy cyber-physical system (ECPS)) against cyber-attacks are provided. An internet of things (IoT)-based digital twin (DT) for cyber-physical networked microgrids (NMGs) can be implemented to be a centric oversight for the NMG system. A cloud system can host the controllers (cyber things) and the sensors (physical things) of the power system into the cloud IoT core in terms of the IoT shadow. The DT can cover the digital replica for the physical layer, the cyber layer(s), and their hybrid interactions.
1. A system for enhancing resiliency of a power system comprising a plurality of networked microgrids (NMGs), the system comprising:
a processor; and
a machine-readable medium in operable communication with the processor and having instructions stored thereon that, when executed by the processor, perform the following steps:
receiving data from a cloud server, the data comprising controller data and sensor data of the power system;
generating in real-time a digital twin (DT) for the plurality of NMGs based on the controller data and the sensor data received from the cloud server, the DT comprising a physical dynamics model and a cyber dynamics model;
monitoring operation of the plurality of NMGs of the DT; and
taking corrective action to mitigate any attacks on an NMG of the plurality of NMGs of the DT,
the taking of corrective action to mitigate any attacks on an NMG of the plurality of NMGs of the DT comprising:
using a Luenberger Observer to construct and test multiple what-if scenarios to authenticate a healthy desired control state of the DT; and
returning the DT to the healthy desired control state.
2. The system according to claim 1 , the power system being an energy cyber-physical system (ECPS).
3. The system according to claim 1 , further comprising a plurality of intelligent electronic devices (IEDs), each IED of the plurality of IEDs comprising an NMG of the plurality of NMGs.
4. The system according to claim 1 , the DT comprising a plurality of agents comprising a leader agent and a plurality of follower agents, the leader agent corresponding to a device of a point of common coupling (PCC).
5. The system according to claim 1 , the DT being an internet of things (IoT)-based DT.
6. The system according to claim 5 , the DT comprising a shadow twin of the power system, the shadow twin comprising a plurality of agents comprising a leader agent and a plurality of follower agents,
the leader agent corresponding to a device of a PCC,
the follower agents of the plurality of follower agents respectively corresponding to a plurality of IEDs of the power system, and
each IED of the plurality of IEDs being coupled to the device of the PCC.
7. A method for enhancing resiliency of a power system comprising a plurality of networked microgrids (NMGs), the method comprising:
receiving, by a processor, data from a cloud server, the data comprising controller data and sensor data of the power system;
generating, by the processor, in real-time a digital twin (DT) for the plurality of NMGs based on the controller data and the sensor data received from the cloud server, the DT comprising a physical dynamics model and a cyber dynamics model;
monitoring, by the processor, operation of the plurality of NMGs of the DT; and
taking, by the processor, corrective action to mitigate any attacks on an NMG of the plurality of NMGs of the DT,
the taking of corrective action to mitigate any attacks on an NMG of the plurality of NMGs of the DT comprising:
using a Luenberger Observer to construct and test multiple what-if scenarios to authenticate a healthy desired control state of the DTI; and
returning the DT to the healthy desired control state.
8. The method according to claim 7 , the power system being an energy cyber-physical system (ECPS).
9. The method according to claim 7 , the power system further comprising a plurality of intelligent electronic devices (IEDs), each IED of the plurality of IEDs comprising an NMG of the plurality of NMGs.
10. The method according to claim 7 , the DT comprising a plurality of agents comprising a leader agent and a plurality of follower agents, the leader agent corresponding to a device of a point of common coupling (PCC).
11. The method according to claim 7 , the DT being an internet of things (IoT)-based DT,
the DT comprising a shadow twin of the power system, the shadow twin comprising a plurality of agents comprising a leader agent and a plurality of follower agents,
the leader agent corresponding to a device of a PCC,
the follower agents of the plurality of follower agents respectively corresponding to a plurality of IEDs of the power system, and
each IED of the plurality of IEDs being coupled to the device of the PCC.
12. A system for enhancing resiliency of a power system comprising a plurality of networked microgrids (NMGs), the system comprising:
a processor; and
a machine-readable medium in operable communication with the processor and having instructions stored thereon that, when executed by the processor, perform the following steps:
receiving data from a cloud server, the data comprising controller data and sensor data of the power system;
generating in real-time a digital twin (DT) for the plurality of NMGs based on the controller data and the sensor data received from the cloud server, the DT comprising a physical dynamics model and a cyber dynamics model;
monitoring operation of the plurality of NMGs of the DT; and
taking corrective action to mitigate any attacks on an NMG of the plurality of NMGs of the DT,
the power system being an energy cyber-physical system (ECPS),
the system further comprising a plurality of intelligent electronic devices (IEDs), each IED of the plurality of IEDs comprising an NMG of the plurality of NMGs,
the DT being an internet of things (IoT)-based DT,
the DT comprising a plurality of agents comprising a leader agent and a plurality of follower agents,
the leader agent corresponding to a device of a point of common coupling (PCC),
the follower agents of the plurality of follower agents respectively corresponding to the plurality of IEDs of the power system,
each IED of the plurality of IEDs being coupled to the device of the PCC, and
the taking of corrective action to mitigate any attacks on an NMG of the plurality of NMGs of the DT comprising:
using a Luenberger Observer to construct and test multiple what-if scenarios to authenticate a healthy desired control state of the DT; and
returning the DT to the healthy desired control state.