SYSTEM AND METHOD OF ANALYSIS OF NOISY APPEARING SIGNALS TO REMOVE THERMAL CONTRIBUTIONS FOR BATTERY CHARGE AND DISCHARGE
Aspects of the present disclosure analyzing one or more signals that include both uncorrelated random signals as well as correlated information pertaining to electrochemical and/or electrodynamic processes occurring within a battery, characterizing the battery for charging, discharging, storage and other uses and/or controlling charging, discharging and other aspects of battery management based on the same.
1 . A method of charging a battery comprising:
generating an electrodynamic parameter from a first version of the electrodynamic parameter computed from a first battery measurement taken in the presence of a current signal at a battery and a second version of the electrodynamic parameter computed from a second battery measurement taken in a rest period where the current signal at the battery is reduced relative to when the first battery measurement was taken; and
generating a current signal at the battery based on the electrodynamic parameter where at least some effects of thermal noise have been removed.
2 . The method of claim 1 wherein the battery measurement includes at least one of a voltage measurement, a current measurement, a temperature measurement and an impedance measurement.
3 . The method of claim 1 further comprising generating the current signal at the battery based on a harmonic value associated with a relatively lower electrodynamic parameter as compared to other harmonic values associated with a relatively higher electrodynamic parameter.
4 . The method of claim 1 wherein the electrodynamic parameter includes at least one of Lyapunov Exponent, Sample Entropy, Correlation Dimension and Hurst Exponent.
5 . The method of claim 1 wherein the second version of the electrodynamic parameter is computed from a battery measurement obtained in the rest period is associated with a relaxed equilibrium state of the battery.
6 . The method of claim 5 wherein the relaxed equilibrium state of the battery is during a zero-net change to the battery.
7 . The method of claim 1 wherein the first version of the electrodynamic parameter is computed from a battery measurement obtained in the presence of a current signal includes a transient state of the battery.
8 . The method of claim 7 wherein the transient state is associated with a charge signal, a discharge signal, or a probe signal.
9 . A method of charging a battery comprising:
generating an entropy electrodynamic parameter from a first version of the electrodynamic parameter computed from a first battery measurement of voltage taken in the presence of a probe signal at a battery and removing, from the first version, a second version of the electrodynamic parameter computed from a second battery measurement taken in a rest period following the probe signal where contributions to the second version of the electrodynamic parameter are influenced by thermal noise, and
generating a charge signal at the battery based on the entropy electrodynamic parameter.
10 . The method of claim 9 wherein generating a charge signal comprises altering at least one of harmonic content of the charge signal, duty cycle of the charge signal, charge current magnitude of the charge signal, and charge voltage of the charge signal.
11 . The method of claim 9 wherein the entropy electrodynamic parameter is sample entropy.
12 . The method of claim 1 wherein the second version of the entropy electrodynamic parameter is computed from a battery measurement obtained in the rest period is associated with a relaxed equilibrium state of the battery.
13 . The method of claim 5 wherein the relaxed equilibrium state of the battery is during a zero-net change to the battery.
14 . The method of claim 1 wherein the first version of the entropy electrodynamic parameter is computed from a battery measurement obtained in the presence of a current signal includes a transient state of the battery.