Early detection of Internal Short Circuits in series-connected battery packs based on nonlinear process monitoring
Michael Schmid, Jan Kleiner, Christian Endisch
Topics & Concepts
Battery (electricity)Sensitivity (control systems)Process (computing)Internal resistanceNonlinear systemThermal runawayHeat generationKernel density estimationEngineeringKernel principal component analysisComputer scienceVoltageElectronic circuitElectronic engineeringPower (physics)Electrical engineeringArtificial intelligenceSupport vector machineKernel methodMathematicsStatisticsOperating systemPhysicsEstimatorThermodynamicsQuantum mechanicsAdvanced Battery Technologies ResearchFault Detection and Control SystemsFuel Cells and Related Materials