ACTIVE CELL VENT CONTROL

1 . A method of actively venting a cell comprising:

measuring one or more venting parameters of the cell;

determining, using the one or more venting parameters, a pre-venting state of the cell; and

responsive to a determination that the pre-venting state has reached a threshold pre-venting state, preemptively triggering an opening of a vent of the cell to release vent-gas by activating a cell vent opening device to open the vent, at least a portion of the cell vent opening device being disposed in close proximity to the vent.

2 . The method of claim 1 , wherein the opening comprises puncturing a hole in the vent.

3 . The method of claim 1 , wherein:

the threshold pre-venting state is a phase immediately preceding an otherwise passive venting of the cell, and

the preemptively triggering is performed prior to the otherwise passive venting of the cell to preclude the otherwise passive venting of the cell.

4 . The method of claim 1 , wherein the one or more venting parameters are selected from the group consisting of a cell alternating-current resistance, a cell direct-current resistance, a cell temperature, a cell-voltage, a cell current, a cell gas pressure, a cell gas concentration, a cell chemistry, and ambient temperature.

5 . The method of claim 4 , further comprising:

proposing, using an active venting proposal module, and the one or more venting parameters as input to the active venting proposal module, a decision about the threshold pre-venting state being reached, and

preemptively triggering the opening based on the decision,

wherein the active venting proposal module is a trained machine learning model.

6 . The method of claim 4 , further comprising computing that the pre-venting state has reached a threshold pre-venting state based on computing that the one or more venting parameters has reached a threshold value.

7 . The method of claim 4 , further comprising computing that the pre-venting state has reached a threshold pre-venting state based on combinatorial analysis of the one or more venting parameters.

8 . The method of claim 4 , further comprising computing the pre-venting state independent of the chemistry of the cell.

9 . The method of claim 4 , further comprising:

selecting the cell vent opening device from the list consisting of: a piezo electric actuator, a pyro trigger, an etched resistor, a needle, a heat applying device, and an electro-mechanical device.

10 . A non-transitory computer-readable medium storing instructions that when executed by a computer, cause the computer to:

measure one or more venting parameters of the cell;

compute, using the one or more venting parameters, a pre-venting state of the cell; and

preemptively trigger, responsive to computing that the pre-venting state has reached a threshold pre-venting state, an opening of a vent of the cell to release vent-gas;

wherein the preemptively triggering is performed by activating a cell vent opening device to open the vent, at least a portion of the cell vent opening device being disposed in close proximity to the vent.

11 . The non-transitory computer-readable medium of claim 10 , wherein the one or more venting parameters are selected from the group consisting of a cell alternating-current resistance, a cell direct-current resistance, a cell temperature, a cell-voltage, a cell current, a cell gas pressure, a cell gas concentration, a cell chemistry, and ambient temperature.

12 . A system comprising:

a cell;

a cell vent opening device;

a processor; and

a memory storing instructions that, when executed by the processor, configure the system to:

measure one or more venting parameters of the cell;

compute, using the one or more venting parameters, a pre-venting state of the cell; and

preemptively trigger, responsive to computing that the pre-venting state has reached a threshold pre-venting state, an opening of a vent of the cell to release vent-gas;

wherein the preemptively triggering is performed by activating the cell vent opening device to open the vent, at least a portion of the cell vent opening device is disposed in close proximity to the vent.

13 . The system of claim 12 , wherein the cell vent opening device is selected from the list consisting of: a piezo electric actuator, a pyro trigger, an etched resistor, a needle, a heat applying device, and an electro-mechanical device.

14 . The system of claim 13 , wherein the one or more venting parameters are selected from the group consisting of a cell alternating-current resistance, a cell direct-current resistance, a cell temperature, a cell-voltage, a cell current, a cell gas pressure, a cell gas concentration, a cell chemistry, and ambient temperature.

15 . The system of claim 14 , wherein the instructions further configure the system to:

propose, using an active venting proposal module, and the one or more venting parameters as input to the active venting proposal module, a decision about the threshold pre-venting state being reached, and

preemptively trigger the opening based on the decision,

wherein the active venting proposal module is a trained machine learning model.

16 . The system of claim 14 , wherein the instructions further configure the system to:

compute that the pre-venting state has reached a threshold pre-venting state based on computing that the one or more venting parameters has reached a threshold value.

17 . The system of claim 14 , wherein the instructions further configure the system to:

compute that the pre-venting state has reached a threshold pre-venting state based on combinatorial analysis of the one or more venting parameters.

18 . The system of claim 13 , wherein the cell vent opening device is disposed opposite to the vent.

19 . The system of claim 12 , wherein the cell vent opening device is disposed on a control board or housing of the cell.

20 . The system of claim 12 , further comprising a plurality of other cells, each other cell of the plurality of other cells comprising a corresponding cell vent opening device configured for preemptively triggering, based on received instructions that a corresponding pre-venting state of the other cell has reached a corresponding threshold pre-venting state, the opening of the vent of the other cell to release vent-gas.