Predictive Energy Management for Hybrid Electric Aircraft Propulsion Systems
نویسندگان
چکیده
We present a model predictive control (MPC) algorithm for energy management in aircraft with hybrid electric propulsion systems consisting of gas turbine and motor components. Series parallel configurations are considered. By combining point-mass dynamical models electrical losses the turbine, fuel consumed over given future flight path is minimized subject to constraints on battery, motor, turbine. The optimization formulated as convex problem under mild assumptions its solution used define law that takes into account variation mass during flight. investigate performance algorithms solving this problem. An alternating direction method multipliers (ADMM) proposed compared general purpose interior point solver. also show ADMM implementation reduces required computation time by orders magnitude comparison nonlinear programming solver, making it suitable real-time supervisory control.
منابع مشابه
Adaptive Model Predictive Control-Based Energy Management for Semi-Active Hybrid Energy Storage Systems on Electric Vehicles
This paper deals with the energy management strategy (EMS) for an on-board semi-active hybrid energy storage system (HESS) composed of a Li-ion battery (LiB) and ultracapacitor (UC). Considering both the nonlinearity of the semi-active structure and driving condition uncertainty, while ensuring HESS operation within constraints, an adaptive model predictive control (AMPC) method is adopted to d...
متن کاملReal-Time Predictive Optimization for Energy Management in a Hybrid Electric Vehicle
With increasing numbers of electric and hybrid vehicles on the road, transportation presents a unique opportunity to leverage data-driven intelligence to realize large scale impact in energy use and emissions. Energy management in these vehicles is highly sensitive to upcoming power load on the vehicle, which is not considered in conventional reactive policies calculated at design time. Advance...
متن کاملDistributed Turboelectric Propulsion for Hybrid Wing Body Aircraft
Meeting future goals for aircraft and air traffic system performance will require new airframes with more highly integrated propulsion. Previous studies have evaluated hybrid wing body (HWB) configurations with various numbers of engines and with increasing degrees of propulsion-airframe integration. A recently published configuration with 12 small engines partially embedded in a HWB aircraft, ...
متن کاملPropulsion Electric Grid Simulator (PEGS) for Future Turboelectric Distributed Propulsion Aircraft
NASA Glenn Research Center, in collaboration with the aerospace industry and academia, has begun the development of technology for a future hybrid-wing body electric airplane with a turboelectric distributed propulsion (TeDP) system. It is essential to design a subscale system to emulate the TeDP power grid, which would enable rapid analysis and demonstration of the proof-of-concept of the TeDP...
متن کاملIntelligent Energy Management in Hybrid Electric Vehicles
Energy management in vehicles is an important issue because it can significantly influence the performances of the vehicles. Improving energy management in vehicles can deliver important benefits such as reducing fuel consumption, decreasing emission, lower running cost, reducing noise pollution, and improving driving performance and ease of use. According to Mainins (Manins, 2000), each year m...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Control Systems and Technology
سال: 2023
ISSN: ['1558-0865', '2374-0159', '1063-6536']
DOI: https://doi.org/10.1109/tcst.2022.3193295