Trip-level energy consumption prediction model for electric bus combining Markov-based speed profile generation and Gaussian processing regression
Junyu Jiang, Yuanbin Yu, Haitao Min, Qiming Cao, Weiyi Sun, Zhaopu Zhang, Chunqi Luo
Topics & Concepts
Markov chainEnergy consumptionPowertrainScheduling (production processes)Markov modelKrigingComputer scienceSimulationEnergy (signal processing)Automotive engineeringEngineeringReal-time computingMachine learningStatisticsThermodynamicsElectrical engineeringPhysicsOperations managementTorqueMathematicsElectric Vehicles and InfrastructureVehicle emissions and performanceAdvanced Battery Technologies Research