2021
DOI: 10.1109/tcst.2019.2951125
|View full text |Cite
|
Sign up to set email alerts
|

Air–Fuel Ratio Control of Spark Ignition Engines With Unknown System Dynamics Estimator: Theory and Experiments

Abstract: This brief addresses the emission reduction of spark ignition engines by proposing a new control to regulate the air-fuel ratio (AFR) around the ideal value. After revisiting the engine dynamics, the AFR regulation is represented as a tracking control of the injected fuel amount. This allows to take the fuel film dynamics into consideration and simplify the control design. The lumped unknown engine dynamics in the new formulation are online estimated by suggesting a new effective unknown system dynamics estima… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
5

Citation Types

0
19
0

Year Published

2022
2022
2023
2023

Publication Types

Select...
9

Relationship

0
9

Authors

Journals

citations
Cited by 30 publications
(19 citation statements)
references
References 20 publications
0
19
0
Order By: Relevance
“…With the continuous development of fuzzy set, soft set, and uncertainty theory, artificial intelligence has received extensive attention around the world. Related control schemes have also achieved fruitful results [26][27][28][29][30][31][32][33][34][35][36][37][38]. More detailed research on the uncertainty measures of fuzzy soft sets and other models can provide a reliable mathematical foundation for the development of cybernetics.…”
Section: Introductionmentioning
confidence: 99%
“…With the continuous development of fuzzy set, soft set, and uncertainty theory, artificial intelligence has received extensive attention around the world. Related control schemes have also achieved fruitful results [26][27][28][29][30][31][32][33][34][35][36][37][38]. More detailed research on the uncertainty measures of fuzzy soft sets and other models can provide a reliable mathematical foundation for the development of cybernetics.…”
Section: Introductionmentioning
confidence: 99%
“…e development of control strategies and detection of energy storage equipment bring considerable progress for the optimization and control of complex renewable energy systems [1][2][3][4][5][6][7][8][9][10][11][12][13]. In this field, wind turbines with permanent magnet synchronous generators (PMSGs) have become popular due to numerous advantages, such as gearbox-free, simple converter topology, and high efficiency at low wind speed, noise, and maintenance cost [14][15][16][17][18][19].…”
Section: Introductionmentioning
confidence: 99%
“…Nowadays, the global concentrating issues like energy crisis, air pollution, and health problems pose severe challenges to the development of vehicles [1]. For traditional fuel vehicles, the requirement for engine emissions has become more stringent in recent years [2], which brings tremendous time and economic pressures to the research and development for fuel vehicles. As for pure electric vehicles, factors such as high initial cost, short driving range, and long charging time have highlighted their limitations [3].…”
Section: Introductionmentioning
confidence: 99%
“…e following are the main contributions of this paper: (1) a long short-term memory (LSTM) neural network model, which is trained by the traffic data derived from a VR-based driving simulator, is adopted to predict the future driving speed by using driver action information and current driving velocity; (2)…”
Section: Introductionmentioning
confidence: 99%