Methods and systems for in-situ impedance spectroscopy analysis of battery cells in multi-cell battery packs
Described methods and systems are used for in-situ impedance spectroscopy analysis of battery cells in multi-cell battery packs. Specifically, the cell impedances are determined while the pack continues to operate, such as being charged or discharged. For example, the pack voltage/power output remains unchanged while this analysis is initiated, performed, and ended. Cell impedance is determined based on the cell's response to the signal applied to the cell. For example, a current through the cell is charged while monitoring cells' voltage response. Although the power output of the changes during this testing, but the operation of the pack is not impacted due to the power compensation provided by one or more other cells in the pack thereby ensuring uninterrupted operation of the pack. This in situ testing is provided by the unique architecture of the pack, comprising multiple nodes and individual node controllers.
1. A method for on-demand in-situ analysis of multiple battery nodes comprising a first battery node and one or more additional battery nodes, the method comprising:
applying a test profile to the first battery node and simultaneously applying a compensation profile to the one or more additional battery nodes, wherein:
applying the test profile to the first battery node comprises changing an electrical current through the first battery node,
applying the compensation profile to the one or more additional battery nodes comprises changing an electrical current through the one or more additional battery nodes,
the test profile is designed to detect one or more characteristics of the first battery node while the test profile is applied to the first battery node,
the compensation profile compensates for power output changes associated with applying the test profile to the first battery node,
the first battery node comprises a first plurality of battery cells, a first node controller used for applying the test profile to the first battery node, and a first power converter configured to monitor the one or more characteristics of the first battery node while applying the test profile to the first battery node,
the first battery node is selected from the multiple battery nodes for purposes of the on-demand in-situ analysis,
the first node controller is communicatively connected with one or more additional node controllers of the one or more additional battery nodes and configured to determine the test profile for the first battery node and the compensation profile for the one or more additional battery nodes,
the one or more additional node controllers control operation of the one or more additional battery nodes, and
the one or more additional battery nodes continue to charge or discharge while applying the test profile to the first battery node; and
determining the one or more characteristics of the first battery node based on a response of the first battery node to the test profile applied to the first battery node.
2. The method of claim 1 , wherein the one or more characteristics of the first battery node comprise impedance of one or more batteries in the first plurality of battery cells.
3. The method of claim 1 , wherein changing the electrical current through the first battery node is performed in accordance with one of a linear profile, a sinusoidal profile, or a step profile.
4. The method of claim 3 , wherein the first node controller comprises a power converter that changes the electrical current through the first battery node.
5. The method of claim 3 , wherein changing the electrical current through the first battery node determines the compensation profile of the one or more additional battery nodes.
6. The method of claim 1 , wherein the response of the first battery node is a voltage response.
7. The method of claim 1 , wherein the test profile and the compensation profile are selected such that voltage of the multiple battery nodes remains unchanged.
8. The method of claim 1 , wherein the multiple battery nodes continue to charge or discharge based on a power demand from multiple battery nodes while applying the test profile to the first battery node and while applying the compensation profile to the one or more additional battery nodes.
9. The method of claim 1 , further comprising determining one or more characteristics of the one or more additional battery nodes based on a response of the one or more additional battery nodes to the compensation profile applied to the one or more additional battery nodes.
10. The method of claim 1 , wherein the test profile is applied to the first battery node when the first plurality of battery cells has a state of charge (SOC) within a predetermined range.
11. The method of claim 1 , wherein the test profile is applied to the first battery node when the first plurality of battery cells has a temperature within a predetermined range.
12. The method of claim 1 , wherein applying the test profile to the first battery node is triggered based on at least one of operating history of the first plurality of battery cells, operating history of the multiple battery nodes, testing history of the first plurality of battery cells, testing history of the multiple battery nodes, a state of charge (SOC) of the first plurality of battery cells, a state of charges (SOC) of the multiple battery nodes, temperature of the first plurality of battery cells, an open circuit voltage (OCV) of the first plurality of battery cells, voltage of the first plurality of battery cells under a set load, or test data analysis of battery cells equivalent to the first plurality of battery cells.
13. The method of claim 1 , further comprising:
determining new operating parameters for the first battery node based on the one or more characteristics of the first battery node, and
operating the first battery node based on the new operating parameters.
14. The method of claim 1 , further comprising disconnecting the first battery node if the one or more characteristics of the first battery node exceed a set threshold.
15. The method of claim 1 , further comprising determining one or more degradation modes of the first battery node based at least in part on the one or more characteristics of the first battery node.
16. The method of claim 1 , wherein:
applying the test profile to the first battery node is performed when the first battery node is in a first state,
applying the test profile to the first battery node is repeated when the first battery node is in a second state, and
the first state and the second state are differentiated by one of temperature of the first plurality of battery cells, a state of charge (SOC) of the first plurality of battery cells, or a state of health (SOH) of the first plurality of battery cells.
17. The method of claim 1 , wherein:
the one or more characteristics comprise one or more impedance values of the first plurality of battery cells and one or more temperature readings of the first plurality of battery cells
the one or more temperature readings are correlated to the one or more impedance values.
18. The method of claim 1 , further comprising determining the test profile based on one or more characteristics of the first plurality of battery cells.