Electric power system control with planning of energy demand and energy efficiency using AMI-based data analysis
First Claim
1. A voltage control and energy conservation system planning technique using linear regression to select the best modifications in an EEDS system to optimize voltage conservation and to provide improved voltage reliability for the following:
- an electrical energy delivery system with a substation configured as an electrical supply system supplying power through an electrical distribution system to an electrical usage system for use by electrical usage devices at a plurality of user locations;
a meter located at the substation and at least one of the plurality of user locations and configured to generate AMI data based on a measured component of electrical power received by the meter; and
a voltage controller configured to generate an energy delivery parameter based on the AMI data,wherein the substation is further configured to adjust a voltage set point value of the electrical power supplied to the plurality of user locations based on the energy delivery parameter, andwherein the voltage and energy are measured on an interval basis using an energy validation process, and a change in energy characteristic, including a conservation voltage reduction (CVR) factor, and an energy savings between the voltage at the CVR “
ON”
set point and the CVR “
OFF”
set point are measured using a paired t measurement using an optimized pairing process to determine the CVR factor and an energy usage modification for the electrical energy delivery system.
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Accused Products
Abstract
A method, apparatus, system and computer program is provided for controlling an electric power system, including implementation of an energy planning process (EPP) system which can be used to plan a voltage control and conservation (VCC) system applied to an electrical distribution connection system (EEDCS). The EPP system plans modifications to the EEDCS as a result of operating the VCC system in the “ON” state, in order to maximize the level of energy conservation achieved by the VCC system control of the EEDCS. The EPP system may also identify potential problems in the EEDCS for correction.
414 Citations
42 Claims
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1. A voltage control and energy conservation system planning technique using linear regression to select the best modifications in an EEDS system to optimize voltage conservation and to provide improved voltage reliability for the following:
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an electrical energy delivery system with a substation configured as an electrical supply system supplying power through an electrical distribution system to an electrical usage system for use by electrical usage devices at a plurality of user locations; a meter located at the substation and at least one of the plurality of user locations and configured to generate AMI data based on a measured component of electrical power received by the meter; and a voltage controller configured to generate an energy delivery parameter based on the AMI data, wherein the substation is further configured to adjust a voltage set point value of the electrical power supplied to the plurality of user locations based on the energy delivery parameter, and wherein the voltage and energy are measured on an interval basis using an energy validation process, and a change in energy characteristic, including a conservation voltage reduction (CVR) factor, and an energy savings between the voltage at the CVR “
ON”
set point and the CVR “
OFF”
set point are measured using a paired t measurement using an optimized pairing process to determine the CVR factor and an energy usage modification for the electrical energy delivery system. - View Dependent Claims (2, 3, 4)
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5. A voltage control and energy conservation system using linear regression to select modifications in an EEDS system to optimize voltage conservation and to provide improved voltage reliability, comprising:
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an electrical energy delivery system with a substation configured as an electrical supply system supplying power through an electrical distribution system to an electrical usage system for use by electrical usage devices at a plurality of user locations; a plurality of meters, including a meter located at a supply point at the substation, and at least one meter located at a respective at least one of the plurality of user locations and configured to generate meter data based on a measured component of electrical power received by the at least one meter located at a respective at least one of the plurality of user locations; a voltage controller configured to operate in a conservation-voltage-reduction-on state or in a conservation-voltage-reduction-off state;
wherein the voltage controller applies conservation voltage reduction to generate a conservation voltage reduction energy delivery parameter based on the meter data when the controller is in the conservation-voltage-reduction-on state, but not when the controller is in the conservation-voltage-reduction-off state;wherein the substation is further configured to adjust a voltage set point value of the electrical power supplied at the supply point to the plurality of user locations based on the energy delivery parameter; wherein the voltage and energy are measured by the meters on an interval basis using an energy validation process, the change in energy characteristics between the voltage conservation-voltage-reduction-on state and the conservation-voltage-reduction-off state being determined using a paired t measurement; and wherein the voltage controller is further configured to identify modifications to the system using a linearized optimization based on the representation of distribution system losses and the conservation voltage reduction losses as the performance criterion.
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6. A voltage control and energy conservation system using linear regression to select modifications in an EEDS system to optimize voltage conservation and to provide improved voltage reliability, comprising:
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an electrical energy delivery system with a substation configured as an electrical supply system supplying power through an electrical distribution system to an electrical usage system for use by electrical usage devices at a plurality of user locations; a plurality of meters, including a meter located at a supply point at the substation, and at least one meter located at a respective at least one of the plurality of user locations and configured to generate meter data based on a measured component of electrical power received by the at least one meter located at a respective at least one of the plurality of user locations; a voltage controller configured to operate in a conservation-voltage-reduction-on state or in a conservation-voltage-reduction-off state;
wherein the voltage controller applies conservation voltage reduction to generate a conservation voltage reduction energy delivery parameter based on the meter data when the controller is in the conservation-voltage-reduction-on state, but not when the controller is in the conservation-voltage-reduction-off state;wherein the substation is further configured to adjust a voltage set point value of the electrical power supplied at the supply point to the plurality of user locations based on the energy delivery parameter; wherein the voltage and energy are measured by the meters on an interval basis using an energy validation process, the change in energy characteristics between the voltage conservation-voltage-reduction-on state and the conservation-voltage-reduction-off state being determined using a paired t measurement; and wherein voltage controller is further configured to identify abnormal operation of voltage using a linear regression technique that compares the operating linear regression pattern against patterns identified in a database relating to system reliability. - View Dependent Claims (7, 8, 9, 10, 11, 12, 13, 14, 15, 16)
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17. A control system for an electric power transmission and distribution grid configured to supply electric power from a supply point to a plurality of user locations, the system comprising:
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a plurality of sensors, wherein each sensor is located at a respective one of a plurality of distribution locations on the distribution grid at or between the supply point and at least one of the plurality of user locations, and wherein each sensor is configured to sense a component of the supplied electric power at the respective distribution location and to generate measurement data based on the sensed component of the power; a controller configured to generate an energy delivery parameter based on the measurement data received from the plurality of sensors, and to operate the electric power transmission and distribution grid in a modification-on state or in a modification-off state; a component adjusting device configured to adjust a component of the electric power transmission and distribution grid in response to the energy delivery parameter; wherein the component of the supplied electric power is measured by the sensors on an interval basis using an energy validation process, the change in energy characteristics between the modification-on state and the modification-off state being determined using a linear regression; and wherein the controller is further configured to identify modifications to the system using a linearized optimization based on the representation of the energy characteristics. - View Dependent Claims (18, 19, 20, 21, 24, 25, 26, 27, 28, 29, 30)
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22. A control system for an electric power transmission and distribution grid configured to supply electric power from a supply point to a plurality of user locations, the system comprising:
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a plurality of sensors, wherein each sensor is located at a respective one of a plurality of distribution locations on the distribution grid at or between the supply point and at least one of the plurality of user locations, and wherein each sensor is configured to sense a component of the supplied electric power at the respective distribution location and to generate measurement data based on the sensed component of the power; a controller configured to receive measurement data from the plurality of sensors, and to identify abnormal operation of voltage using a technique that compares the voltage measurement data against patterns identified in a database relating to system reliability. - View Dependent Claims (23)
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31. A method for controlling electrical power supplied to a plurality of distribution locations located at or between a supply point and at least one user location, each of the plurality of distribution locations including at least one sensor configured to sense a voltage of the supplied electric power at the respective distribution location and generate measurement data based on the sensed voltage, the method comprising:
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controlling the electric power transmission and distribution grid in a modification-on state or in a modification-off state;
wherein a controller applies the modification to generate an energy delivery parameter based on the measurement data when the controller is in the modification-on state, but not when the controller is in the modification-off state;operating an component adjusting device configured to adjust a component of the electric power transmission and distribution grid in response to the energy delivery parameter; measuring the component of the supplied electric power with the meters on an interval basis using an energy validation process, and determining the change in energy characteristics between the voltage conservation-voltage-reduction-on state and the conservation-voltage-reduction-off using a linear regression; and operating the controller to identify modifications to the system using a linearized optimization based on the representation the energy characteristics. - View Dependent Claims (33, 34, 35, 37, 38, 39, 40, 41, 42)
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32. A method for controlling electrical power supplied to a plurality of distribution locations located at or between a supply point and at least one user location, each of the plurality of distribution locations including at least one sensor configured to sense a voltage of the supplied electric power at the respective distribution location and generate measurement data based on the sensed voltage, the method comprising:
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controlling the electric power transmission and distribution grid in a modification-on state or in a modification-off state;
wherein a controller applies the modification to generate an energy delivery parameter based on the measurement data when the controller is in the modification-on state, but not when the controller is in the modification-off state;operating a component adjusting device configured to adjust a component of the electric power transmission and distribution grid in response to the energy delivery parameter; measuring the component of the supplied electric power with the meters on an interval basis using an energy validation process, and determining the change in energy characteristics between the voltage conservation-voltage-reduction-on state and the conservation-voltage-reduction-off using a linear regression; and operating the controller to identify abnormal operation of voltage using a linear regression technique that compares the operating linear regression pattern against patterns identified in a database relating to system reliability. - View Dependent Claims (36)
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Specification