A way to improve the accuracy of virtual physical testing in the X-in-the-Loop environment

Author:

Lyubimov I. A.1,Egoshin A. A.1,Kurmaev R. Kh.1

Affiliation:

1. Federal State Unitary Enterprise “Central Scientific Research Automobile and Automotive Engines Institute” (FSUE “NAMI”)

Abstract

Introduction (statement of the problem and relevance). Currently, the development of technical products, especially as complex as a modern car, requires solving a huge number of tasks. For this, new research methods are being created that allow testing vehicles or its components simultaneously at several development companies in the X-in-the-Loop environment.The purpose of the study is to improve the accuracy of virtual physical tests in the X-in-the-Loop environment by experimentally searching for the optimal location for installing the hot-wire anemometer on the temperature control system research stand to determine the average air flow rate at each time point.Methodology and research methods. An experimental study was carried out and an analysis was made of the flow of incoming air through the radiator of the temperature control system.Scientific novelty and results. Using the described method, the location of the hot-wire anemometer was chosen, and the correction necessary in the mathematical model was determined to conduct virtual-physical tests of the temperature control system in the X-in-the-Loop environment.Practical significance. The obtained results make it possible to carry out virtual-physical tests of the temperature control system in the X-in-the-Loop environment with high accuracy, in particular, the simulation of the driving conditions of a vehicle (speed and airflow rate) in real time.

Publisher

FSUE Central Scientific Research Automobile and Automotive Engines Institute (FSUE NAMI)

Reference12 articles.

1. Kulikov I.A., Karpukhin K.E., Kurmaev R.Kh., Ivanov V.G. [X-in-the-Loop technology for research and development of electric vehicles]. Trudy NAMI, 2021, no. 2 (285), pp. 6–14. DOI: 10.51187/0135-3152-2021-26-14. (In Russian)

2. Kulikov I., Karpukhin K., Kurmaev R. X-in-theLoop Testing of a Thermal Management System Intended for an Electric Vehicle with In-Wheel Motors. Energies, 2020, 13, 6452. DOI: 10.3390/EN13236452.

3. Ricciardi V., Ivanov V., Dhaens M. and others. Ride Blending Control for Electric Vehicles. World Electr. Veh. J., 2019, 10, 36. DOI: 10.3390/wevj10020036.

4. Kulikov I.A. [Improving the means of creating and researching cars with combined power plants using virtual-physical testing technologies. Cand. eng. sci. diss.]. Moscow, FSUE “NAMI”, 2016, pp. 45–63. (In Russian)

5. Wu J., Dufour C., Sun L. Hardware-in-the-Loop Testing of hybrid vehicle motor drives at Ford Motor Company. Proceedings of the IEEE Vehicle Power and Propulsion Conference, 2010.

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