Estimated state of charge determination
A system receives historical vehicle battery data from a gateway device connected to a vehicle. Some vehicles with plug-in rechargeable batteries recommend/require that the vehicle computer be turned off when recharging. Thus, obtaining a current state of charge while a vehicle is charging can be difficult because the vehicle computer can be off. While the vehicle/gateway device is unable to transmit current battery data, the systems estimate a battery charge from the historical data.
1. A system comprising:
one or more computer readable storage mediums having program instructions embodied therewith; and
one or more processors configured to execute the program instructions to cause the system to:
estimate a current state of charge of a battery of a vehicle based at least in part on: a last state of charge of the battery, an estimated recharge time of the battery, and a customized charge estimate function for the battery;
cause display of a graphical user interface on a device separate from the vehicle, the graphical user interface including at least:
a graph-based visualization of metrics associated with the vehicle, wherein the graph-based visualization includes values of the metrics over time, and
a metric selector configured with a plurality of selectable options and configured to, in response to user inputs selecting the selectable options, update the graph-based visualization;
determine a graph from at least: the last state of charge and the customized charge estimate function, wherein the graph provides a visualization of an estimated state of charge of the battery over a period of time including a current time; and
in response to a first user input to the metric selector, update the graph-based visualization in the graphical user interface to display the graph.
2. The system of claim 1 , wherein the one or more processors are configured to execute the program instructions to further cause the system to:
receive a state of charge request from a device other than the vehicle; and
in response to receiving the state of charge request, estimate the current state of charge, causing display of the graphical user interface, and determining the graph.
3. The system of claim 1 , wherein the one or more processors are configured to execute the program instructions to further cause the system to:
in response to a second user input to the metric selector, update the graph-based visualization in the graphical user interface to display a graph of a state of charge of the vehicle over time as reported by the vehicle.
4. The system of claim 1 , wherein the one or more processors are configured to execute the program instructions to further cause the system to:
apply a charge alert condition to the current state of charge; and
in response to determining that the charge alert condition is satisfied, transmit a charge alert indicating that the charge alert condition is satisfied.
5. The system of claim 4 , wherein determining that the charge alert condition is satisfied further comprises:
identifying that the current state of charge is above a predefined charge level threshold.
6. The system of claim 1 , wherein the one or more processors are configured to execute the program instructions to further cause the system to:
receive, from the vehicle, a plurality of charge records for the battery, wherein each record from the plurality of charge records comprises: (i) a start state of charge, (ii) an end state of charge, and (iii) an amount of energy charged into the battery during charging up of the battery; and
determine the customized charge estimate function for the battery based at least in part on the start state of charge, the end state of charge, and the amount of energy charged into the battery for the plurality of charge records for the battery.
7. The system of claim 6 further comprising:
a vehicle gateway device configured to transmit the plurality of charge records associated with the battery from the vehicle.
8. The system of claim 7 , wherein the vehicle gateway device is further configured to:
receive, via a vehicle interface, historical vehicle battery data from a battery management system of the vehicle; and
determine, from the historical vehicle battery data, at least some of the plurality of charge records.
9. The system of claim 1 , wherein the one or more processors are configured to execute the program instructions to further cause the system to:
receive, from the vehicle, historical vehicle battery data;
determine, from the historical vehicle battery data, (i) data indicative of an amount of energy charged into the battery relative to a capacity of the battery and (ii) an amount of energy charged into the battery relative to a period of time; and
determine the customized charge estimate function for the battery based at least in part on (i) the data indicative of the amount of energy into the battery charged relative to the capacity of the battery and (ii) the amount of energy charged into the battery relative to the period of time.
10. The system of claim 9 further comprising:
a vehicle gateway device configured to transmit the historical vehicle battery data associated with the battery from the vehicle.
11. The system of claim 10 , wherein the vehicle gateway device is further configured to:
receive, via a vehicle interface, the historical vehicle battery data from a battery management system of the vehicle.
12. A computer-implemented method comprising:
by one or more computing devices:
estimating a current state of charge of a battery of a vehicle based at least in part on: a last state of charge of the battery, an estimated recharge time of the battery, and a customized charge estimate function for the battery;
causing display of a graphical user interface on a device separate from the vehicle, the graphical user interface including at least:
a graph-based visualization of metrics associated with the vehicle, wherein the graph-based visualization includes values of the metrics over time, and
a metric selector configured with a plurality of selectable options and configured to, in response to user inputs selecting the selectable options, update the graph-based visualization;
determining a graph from at least: the last state of charge and the customized charge estimate function, wherein the graph provides a visualization of an estimated state of charge of the battery over a period of time including a current time; and
in response to a first user input to the metric selector, updating the graph-based visualization in the graphical user interface to display the graph.
13. The computer-implemented method of claim 12 further comprising:
by the one or more computing devices:
receiving a state of charge request from a device other than the vehicle; and
in response to receiving the state of charge request, estimating the current state of charge, causing display of the graphical user interface, and determining the graph.
14. The computer-implemented method of claim 12 further comprising:
by the one or more computing devices:
in response to a second user input to the metric selector, updating the graph-based visualization in the graphical user interface to display a graph of a state of charge of the vehicle over time as reported by the vehicle.
15. The computer-implemented method of claim 12 further comprising:
by the one or more computing devices:
applying a charge alert condition to the current state of charge; and
in response to determining that the charge alert condition is satisfied, transmitting a charge alert indicating that the charge alert condition is satisfied.
16. The computer-implemented method of claim 15 , wherein determining that the charge alert condition is satisfied further comprises:
identifying that the current state of charge is above a predefined charge level threshold.
17. The computer-implemented method of claim 12 further comprising:
by the one or more computing devices:
receiving, from the vehicle, a plurality of charge records for the battery, wherein each record from the plurality of charge records comprises: (i) a start state of charge, (ii) an end state of charge, and (iii) an amount of energy charged into the battery during charging up of the battery; and
determining the customized charge estimate function for the battery based at least in part on the start state of charge, the end state of charge, and the amount of energy charged into the battery for the plurality of charge records for the battery.
18. The computer-implemented method of claim 12 further comprising:
by the one or more computing devices:
receiving, from the vehicle, historical vehicle battery data;
determining, from the historical vehicle battery data, (i) data indicative of an amount of energy charged into the battery relative to a capacity of the battery and (ii) an amount of energy charged into the battery relative to a period of time; and
determining the customized charge estimate function for the battery based at least in part on (i) the data indicative of the amount of energy into the battery charged relative to the capacity of the battery and (ii) the amount of energy charged into the battery relative to the period of time.