Essays about: "energy management for hybrid electric vehicle"

Showing result 1 - 5 of 21 essays containing the words energy management for hybrid electric vehicle.

1. 1. An efficient deep reinforcement learning approach to the energy management for a parallel hybrid electric vehicle

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Mingwei Liu; [2023]
   Keywords : HEV; EMS; Deep Reinforcement Learning; Learning Efficiency; Fuel Efficiency; HEV; EMS; Djup Förstärkningsinlärning; Inlärningseffektivitet; Bränsleeffektivitet;

   Abstract : In contemporary world, the global energy crisis and raise of greenhouse gas concentration in atmosphere necessitate the energy conservation and emission reduction. Hybrid electric vehicles (HEVs) can achieve great promise in reducing fuel consumption and greenhouse gas emissions by appropriate energy management strategies (EMSs). READ MORE

3. 2. Predicting power demand and optimizing energy management for fuel cell battery hybrid construction vehicles

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Abhishek Karthikeyan; [2023]
   Keywords : Fuel cell; Construction Vehicle; Energy management; Optimization; Model Predictive Control; Load prediction; Auto-correlation; Bränslecell; Byggfordon; Energihantering; Optimering; Modellförutsägande reglering; Belastningsprediktion; Autokorrelation;

   Abstract : The automotive industry has been actively seeking ways to reduce emissions and combat global warming. While pure battery electric vehicles have shown promise in achieving zero-tailpipe emissions, they face challenges in meeting the energy demands of large construction machines like excavators and wheel loaders, due to the heavy batteries required. READ MORE

4. 3. Predictive control of fuel cell hybrid construction machines

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Aniroodh Kumaraswamy; [2023]
   Keywords : Fuel cell; Construction Vehicle; Energy management; Optimization; Model Predictive Control; Load prediction; Bränslecell; Byggmaskiner; Energihanteringssystem; Optimeringsproblem; Modellprediktiv Reglering; Belastnings-estimering;

   Abstract : Sedan industriella revolutionen har hastigheten av global uppvärmning och föroreningar i miljön ökat betydligt. Företag i fordonsindustrin arbetar aktivt för att göra sina produkter mer hållbara genom att bland annat minska utsläppen, minimera användningen av icke-förnybara resurser samt att återvinna. READ MORE

5. 4. Predictive Energy Management of Long-Haul Hybrid Trucks : Using Quadratic Programming and Branch-and-Bound

   University essay from Linköpings universitet/Fordonssystem

   Author : Erik Jonsson Holm; [2021]
   Keywords : Predictive energy management; quadratic programming; branch-and-bound; mixed-integer quadratic programming; energy optimization; look-ahead control; model predictive control; receding horizon control; optimal control; convex optimization; heavy-duty vehicle; long-haul truck; hybrid electric vehicle;

   Abstract : This thesis presents a predictive energy management controller for long-haul hybrid trucks. In a receding horizon control framework, the vehicle speed reference, battery energy reference, and engine on/off decision are optimized over a prediction horizon. READ MORE

6. 5. Estimating the energy consumption of steering assist systems in commercial hybrid electric vehicles : A basis for utilization strategies

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : DANIEL GHAZARIAN; [2021]
   Keywords : ;

   Abstract : The commercial vehicle manufacturer Scania CV AB has introduced a new steering functionality called Redundant Brake Steering (RBS) in vehicles with batteries as energy storage, i.e. hybrid-electric and electric vehicles. READ MORE