Fuzzy controller hardware implementation for an EV's HESS energy management
نویسندگان
چکیده
The recent technological advances related to embedded systems, and the increased requirements of Electric Vehicle (EV) industry, lead evolution design validation methodologies applied complex in order a product that respects defined according its performance, safety, reliability. This research paper presents methodology, based on hardware-in-the-loop (HIL) approach, including software platform represented by Matlab/ Simulink real-time STM32 microcontroller used as hardware platform. objective this work is evaluate validate an Energy Management System (EMS) Fuzzy Logic Controller (FLC), developed C code microcontroller. EMS designed control, real-time, energy flow hybrid storage system (HESS), active topology, made Li-ion battery Super-Capacitors (SC). proposed HESS model was organized using Energetic Macroscopic Representation (EMR) constructed Matlab/Simulink evaluation algorithm were performed comparing HIL simulation results under New European Driving Cycle (NEDC).
منابع مشابه
Hardware / Software Codesign Methodology for Fuzzy Controller Implementation
This paper describes a HW/SW codesign methodology for the implementation of fuzzy controllers on a platform composed by a general-purpose microcontroller and specific processing elements implemented on FPGAs or ASICs. The different phases of the methodology, as well as the CAD tools used in each design stage, are presented, with emphasis on the fuzzy system development environment Xfuzzy. Also ...
متن کاملHardware Implementation of a General Purpose Fuzzy Controller
A general purpose, fuzzy logic-based controller is proposed. Its main features are low cost, high speed, and adaptability to different applications. The two first characteristics are obtained resorting to an active-rule driven strategy to implement simplified inference mechanism. Adaptability is insured by the capability to choose among different defuzzification methods. quent supports to give ...
متن کاملHardware Implementation of a Generic Fuzzy-ROM Controller
-We present an environment for designing and implementing Fuzzy-ROM control systems. The environment makes use of Matlab products like simulink and fuzzy control toolbox for the controller design and simulation, and uses Mentor Graphics products like FPGA-Advantage, ModelSim, and Leonardo for hardware simulation and synthesis on Xilinx Chips. Through an example, we demonstrate how the proposed ...
متن کاملdesign of an analog fuzzy logic controller chip
fuzzy logic has been developed over the past three decades into a widely applied techinque in classification and control engineering. today fuzzy logic control is one of the most important applications of fuzzy set theory and specially fuzzy logic. there are two general approachs for using of fuzzy control, software and hardware. integrated circuits as a solution for hardware realization are us...
15 صفحه اولdevelopment and implementation of an optimized control strategy for induction machine in an electric vehicle
in the area of automotive engineering there is a tendency to more electrification of power train. in this work control of an induction machine for the application of electric vehicle is investigated. through the changing operating point of the machine, adapting the rotor magnetization current seems to be useful to increase the machines efficiency. in the literature there are many approaches wh...
15 صفحه اولذخیره 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: International journal of electrical and computer engineering systems
سال: 2023
ISSN: ['1847-6996', '1847-7003']
DOI: https://doi.org/10.32985/ijeces.14.3.9