Power distribution transformer load prediction analysis system
US-2019042954-A2 · Feb 7, 2019 · US
US11894181B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11894181-B2 |
| Application number | US-202016825423-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 20, 2020 |
| Priority date | Mar 28, 2019 |
| Publication date | Feb 6, 2024 |
| Grant date | Feb 6, 2024 |
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A method determines the overload capacity of a high-voltage device. The method includes creating a load forecast request for a predefined time period, determining an operational state of the high-voltage device by obtaining state parameters, transmitting the load forecast request and the state parameters at a request time to a load-forecasting model, and determining the maximum utilization in the predefined time period by the load-forecasting model, with which the overload capacity of a high-voltage device can be fully exploited. A lifetime consumption of the high-voltage device before the request time is derived from measured values by obtaining an actually consumed lifetime and the actually consumed lifetime is fed to the load-forecasting model as a state parameter. The load-forecasting model then determines the maximum overload capacity depending on the actually consumed lifetime.
Opening claim text (preview).
The invention claimed is: 1. A method for determining an overload capacity of a high-voltage device, which comprises the steps of: creating a load forecast request for a predefined time period; determining an operational state of the high-voltage device by obtaining state parameters; transmitting the load forecast request and the state parameters at a request time to a load-forecasting model; deriving a lifetime consumption of the high-voltage device, before the request time, from measured values by obtaining an actually consumed lifetime of the high-voltage device and by feeding the actually consumed lifetime to the load-forecasting model as a state parameter, wherein the load-forecasting model determines a maximum overload capacity depending on the actually consumed lifetime; and determining, via the load-forecasting model, a maximum utilization in the predefined time period. 2. The method according to claim 1 , wherein the state parameters include a parameter which maps available cooling power. 3. The method according to claim 1 , wherein the state parameters contain a parameter which maps weather conditions to which the high-voltage device is exposed. 4. The method according to claim 1 , which further comprises continuously calculating the actually consumed lifetime of the high-voltage device and storing the actually consumed lifetime in a storage unit. 5. The method according to claim 1 , wherein the load forecast request contains a forecast of weather conditions. 6. The method according to claim 1 , wherein the load forecast request includes an indication of a desired lifetime consumption. 7. The method according to claim 1 , wherein the load-forecasting model indicates an expected lifetime consumption. 8. The method according to claim 1 , which further comprises: capturing the measured values using sensors which are disposed in or on the high-voltage device; and obtaining operational state parameters at least partially on a basis of the measured values and/or values derived therefrom. 9. The method according to claim 8 , which further comprises transmitting the measured values and/or the values derived therefrom via a short-range communication connection from the sensors to a communication unit of the high-voltage device, wherein the communication unit is connectable via a long-range communication connection to a data processing cloud. 10. The method according to claim 9 , which further comprises storing the measured values and/or the values derived therefrom captured before the request time on a storage device of the communication unit or of the data processing cloud. 11. The method according to claim 9 , wherein a geographical location of the communication unit and the high-voltage device connected to it are determined by an antenna for position determination which is disposed in the communication unit, and weather data are then captured by a weather-reporting service, the weather data being provided by a service provider for the geographical location of the high-voltage device. 12. The method according to claim 1 , which further comprises deriving the measured values and/or values derived from the measured values which have been captured or derived before the request time. 13. A non-transitory storage medium carrying computer executable instructions for performing a method for determining an overload capacity of a high-voltage device, the method comprises the steps of: creating a load forecast request for a predefined time period; determining an operational state of the high-voltage device by obtaining state parameters; transmitting the load forecast request and the state parameters at a request time to a load-forecasting model; deriving a lifetime consumption of the high-voltage device before the request time from measured values by obtaining an actually consumed lifetime of the high-voltage device and by feeding the actually consumed lifetime to the load-forecasting model as a state parameter, wherein the load-forecasting model determines a maximum overload capacity depending on the actually consumed lifetime; and determining, via the load-forecasting model, a maximum utilization in the predefined time period. 14. A non-transitory storage medium carrying computer executable instructions for performing a method for determining an overload capacity of a high-voltage device, the method comprises the steps of: creating a load forecast request for a predefined time period; determining an operational state of the high-voltage device by obtaining state parameters; transmitting the load forecast request and the state parameters at a request time to a load-forecasting model; deriving a lifetime consumption of the high-voltage device before the request time from measured values by obtaining an actually consumed lifetime of the high-voltage device and by feeding the actually consumed lifetime to the load-forecasting model as a state parameter, wherein the load-forecasting model determines a maximum overload capacity depending on the actually consumed lifetime; capturing the measured values using sensors which are disposed in or on the high-voltage device; obtaining operational state parameters at least partially on a basis of the measured values and/or values derived therefrom; transmitting the measured values and/or the values derived therefrom via a short-range communication connection from the sensors to a communication unit of the high-voltage device, wherein the communication unit is connectable via a long-range communication connection to a data processing cloud; and determining, via the load-forecasting model, a maximum utilization in the predefined time period.
Association of measuring or protective means · CPC title
Compensating for effects of temperature changes other than those to be measured, e.g. changes in ambient temperature · CPC title
Temperature calculation based on spatial modeling, e.g. spatial inter- or extrapolation · CPC title
Load forecast, e.g. methods or systems for forecasting future load demand · CPC title
Temperature sensor or protection · CPC title
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