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.

Authors

Institutions

Publication Details

Journal
Atmosphere
Published
2026-07-23
DOI
https://doi.org/10.3390/atmos17080717
Primary Topic
Real-time simulation and control systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Review of Hardware-in-the-Loop Applications in Coordinating Emission Control and Energy Efficiency in the Automotive Sector

Ye Liu, Guanzhang He, Lin Zhang, Tengteng Li et al.
Atmosphere
Real-time simulation and control systems
article

A Review of Hardware-in-the-Loop Applications in Coordinating Emission Control and Energy Efficiency in the Automotive Sector

Ye Liu, Guanzhang He, Lin Zhang, Tengteng Li, Tao Gao, Yimeng Cui, Mingda Wang, Xiaowei Wang
article en

Abstract

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.

AtmosphereVol. 17(8)
University of Leeds (GB), Nankai University (CN), China Automotive Technology and Research Center (CN), Guangxi Yuchai Machinery Group (China) (CN), Chinese Research Academy of Environmental Sciences (CN)
Affordable and clean energy
Openalex Percentile: Top 11%
Real-time simulation and control systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Review of Hardware-in-the-Loop Applications in Coordinating Emission Control and Energy Efficiency in the Automotive Sector — Ye Liu, Guanzhang He, et al. · Atmosphere (2026) | TGRS Research Map | TGRS