A quantum prediction AI system includes a quantum prediction circuit adapted to receive an input vector representing a subset of a time-sequential sequence; encode the input vector as a corresponding qubit register; apply a trained quantum circuit to the qubit register; and measure one or more qubits output from the quantum prediction circuit to infer a next data point in the series following the subset represented by the input vector.

Systems, methods, techniques and apparatuses of power network state estimation are disclosed. One exemplary embodiment is a method for state estimation in a power network comprising receiving a set of supervisory control and data acquisition (SCADA) information including a power network topology; generating a SCADA state estimation using the set of SCADA information; receiving, with a cloud-computing architecture, a set of PMU phasors; aligning, with the cloud-computing architecture, a timestamp of the SCADA estimation and a timestamp of the set of PMU phasors; updating, with the cloud-computing architecture, the power network topology using the set of PMU phasors; generating, with the cloud-computing architecture, a hybrid state estimation using the updated power network topology, the set of PMU phasors, and the SCADA state estimation; and transmitting the hybrid state estimation to a local control system.

Systems, methods, techniques and apparatuses of power network state estimation are disclosed. One exemplary embodiment is a method for state estimation in a power network comprising receiving a set of supervisory control and data acquisition (SCADA) information including a power network topology; generating a SCADA state estimation using the set of SCADA information; receiving, with a cloud-computing architecture, a set of PMU phasors; aligning, with the cloud-computing architecture, a timestamp of the SCADA estimation and a timestamp of the set of PMU phasors; updating, with the cloud-computing architecture, the power network topology using the set of PMU phasors; generating, with the cloud-computing architecture, a hybrid state estimation using the updated power network topology, the set of PMU phasors, and the SCADA state estimation; and transmitting the hybrid state estimation to a local control system.

A multi-power distributed storage system including a first power source; a second power source electrically connected to a common bus with the first power source; a single input port inverter electrically connected to the common bus. The system including a controller configured to communicate with at least the second power source, and the single input port inverter. The second power source including a plurality of battery banks and a plurality of bi-directional DC/DC converters configured to charge and discharge the plurality of battery banks and provide DC to the single input port inverter.

A multi-power distributed storage system including a first power source; a second power source electrically connected to a common bus with the first power source; a single input port inverter electrically connected to the common bus. The system including a controller configured to communicate with at least the second power source, and the single input port inverter. The second power source including a plurality of battery banks and a plurality of bi-directional DC/DC converters configured to charge and discharge the plurality of battery banks and provide DC to the single input port inverter.

A circuit includes a guard trigger circuit that includes a first input node adapted to be coupled to a first state signal, a second input node adapted to be coupled to a second state signal and an output node. The circuit also includes a reset synchronizer circuit that includes an input node coupled to the output node of the guard trigger circuit, a clock node adapted to be coupled to a clock signal and an output node. The circuit further includes a timeout circuit including an input node coupled to the output node of the reset synchronizer circuit, a clock node adapted to be coupled to the clock signal and an output node. The circuit still further includes a reset requestor circuit that includes a first input node coupled to the output node of the guard trigger circuit, a second node coupled to the output node of the timeout circuit.

A circuit includes a guard trigger circuit that includes a first input node adapted to be coupled to a first state signal, a second input node adapted to be coupled to a second state signal and an output node. The circuit also includes a reset synchronizer circuit that includes an input node coupled to the output node of the guard trigger circuit, a clock node adapted to be coupled to a clock signal and an output node. The circuit further includes a timeout circuit including an input node coupled to the output node of the reset synchronizer circuit, a clock node adapted to be coupled to the clock signal and an output node. The circuit still further includes a reset requestor circuit that includes a first input node coupled to the output node of the guard trigger circuit, a second node coupled to the output node of the timeout circuit.

In one embodiment, a system comprising plural equipment, each of the plural equipment having a different functionality; a controller; and a switch comprising plural states, the switch operably coupling the plural equipment to the controller, wherein the switch, when configured in a first state, enables the controller to control operations of the plural equipment using first control logic, and wherein the switch, when configured in a second state, enables the controller to control operations of one or more equipment of the plural equipment using second control logic that bypasses the first control logic.

In one embodiment, a system comprising plural equipment, each of the plural equipment having a different functionality; a controller; and a switch comprising plural states, the switch operably coupling the plural equipment to the controller, wherein the switch, when configured in a first state, enables the controller to control operations of the plural equipment using first control logic, and wherein the switch, when configured in a second state, enables the controller to control operations of one or more equipment of the plural equipment using second control logic that bypasses the first control logic.

A system includes a plurality of control devices that respectively control the states of a plurality of apparatuses and are connected to each other via communication lines. When each of the control devices determines a state target value of its own apparatus using the current state indicator value of the own apparatus, and the distributed controller input which is a function of the state indicator value of an apparatus adjacent to the own apparatus and the state indicator value of the own apparatus, the control gain which adjusts contribution of the distributed controller input to the state target value is determined based on a communication delay time between the control devices.