Guanzhang He
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Guanzhang He has a total of 7 co-authors. Here are the top co-authors by number of shared publications:
- Lin Zhang
CATARC Automotive Test Center Co., Ltd., Tianjin 300300, China
1 shared publication - Mingda Wang
Chinese Research Academy of Environmental Sciences, Beijing 100012, China
1 shared publication - Tao Gao
CATARC Automotive Test Center Co., Ltd., Tianjin 300300, China
1 shared publication - Tengteng Li
CATARC Automotive Test Center Co., Ltd., Tianjin 300300, China
1 shared publication - Xiaowei Wang
CATARC Automotive Test Center (Tianjin) Co., Ltd., Tianjin 300300, China
1 shared publication - Ye Liu
Institute for Transport Studies, University of Leeds, Leeds LS2 9JT, UK
1 shared publication
Latest Publications
- Open Access
- 23 July 2026
- Published by MDPI AG in Atmosphere
- Vol. 17 (8) , 717
A Review of Hardware-in-the-Loop Applications in Coordinating Emission Control and Energy Efficiency in the Automotive Sector
Hardware-in-the-loop (HIL) technology combines physical hardware with virtual models to achieve efficient closed-loop simulation of automotive systems, demonstrating significant advantages in the development of automotive emissions and energy consumption. This paper reviews the current applications of three HIL technologies, including powertrain-in-the-Loop (PIL), engine-in-the-Loop (EIL), and Virtual Test Bed (VTB). It also explores their role in addressing the increasingly stringent regulations on emissions and energy consumption. Research indicates that PIL technology can significantly improve the efficiency with which hybrid powertrain control strategies are verified by integrating real powertrains with virtual environments. EIL technology enables the high-precision simulation of real-world emissions at low hardware cost. VTB technology, meanwhile, significantly reduces the calibration period by leveraging high-precision models and intelligent algorithms. These three technologies form a comprehensive development and verification chain, covering everything from components to vehicles. However, HIL technology still faces challenges relating to model accuracy, system complexity and cost. Therefore, the most suitable technology should be selected based on development objectives, timeframe, and budget.
- 23 July 2026
- Published by MDPI AG in Atmosphere
- Vol. 17 (8) , 717
Open AccessA Review of Hardware-in-the-Loop Applications in Coordinating Emission Control and Energy Efficiency in the Automotive Sector
Hardware-in-the-loop (HIL) technology combines physical hardware with virtual models to achieve efficient closed-loop simulation of automotive systems, demonstrating significant advantages in the development of automotive emissions and energy consumption. This paper reviews the current applications of three HIL technologies, including powertrain-in-the-Loop (PIL), engine-in-the-Loop (EIL), and Virtual Test Bed (VTB). It also explores their role in addressing the increasingly stringent regulations on emissions and energy consumption. Research indicates that PIL technology can significantly improve the efficiency with which hybrid powertrain control strategies are verified by integrating real powertrains with virtual environments. EIL technology enables the high-precision simulation of real-world emissions at low hardware cost. VTB technology, meanwhile, significantly reduces the calibration period by leveraging high-precision models and intelligent algorithms. These three technologies form a comprehensive development and verification chain, covering everything from components to vehicles. However, HIL technology still faces challenges relating to model accuracy, system complexity and cost. Therefore, the most suitable technology should be selected based on development objectives, timeframe, and budget.