A review of micromachined sensors for automotive applications

P Mohankumar, J Ajayan, R Yasodharan, P Devendran… - Measurement, 2019 - Elsevier
The development of onboard sensors in combination with internet connectivity provides a
better driving experience, which fuels the growth of automotive market. The ever growing …

Application of artificial neural networks in engine modelling

Y He, CJ Rutland - International Journal of Engine Research, 2004 - journals.sagepub.com
A study was conducted to develop an accurate simulation tool with a small computer
resource footprint for engine design. The modelling approach uses artificial neural networks …

[PDF][PDF] Neural network techniques for monitoring and control of internal combustion engines

RJ Howlett, MM DeZoysa, S Walters… - … ICSC Symposium on …, 1999 - research.brighton.ac.uk
Engine manufacturers are constantly striving to find new and improved techniques for the
monitoring and control of motor-vehicle engines. The aim is to achieve reduced exhaust …

Characteristics of ion current signals in compression ignition and spark ignition engines

NA Henein, W Bryzik, A Abdel-Rehim, A Gupta - SAE International Journal …, 2010 - JSTOR
Ion current sensors have been considered for the feedback electronic control of gasoline
and diesel engines and for onboard vehicles powered by both engines, while operating on …

Using artificial neural networks for representing the air flow rate through a 2.4 liter VVT engine

B Wu, Z Filipi, D Assanis, DM Kramer, GL Ohl… - SAE transactions, 2004 - JSTOR
The emerging Variable Valve Timing (VVT) technology complicates the estimation of air flow
rate because both intake and exhaust valve timings significantly affect engine's gas …

Effects of engine parameters on ionization current and modeling of excess air coefficient by artificial neural network

F Şahin - Applied Thermal Engineering, 2015 - Elsevier
This study investigates the effects of engine speed, load, ignition timing and excess air
coefficient on the ionization current and presents an artificial neural network model to predict …

[PDF][PDF] Overview of engine misfire detection methods used in on board diagnostics

J Merkisz, P Bogus… - Journal of Kones …, 2001 - ilot.lukasiewicz.gov.pl
This paper presents various methods of misfire detection in engines equipped with
OBDIIlEOBD systems both beingalready in mass production and those still under …

Ion-sense-based real-time combustion sensing for closed loop engine control

G Malaczynski, G Roth, D Johnson - SAE International Journal of Engines, 2013 - JSTOR
The cycle-to-cycle and cylinder-to-cylinder variations that occur in a spark ignited engine
create the opportunity for monitoring combustion in real time to provide useful benefits for …

Closed-loop control of spark advance and air-fuel ratio in SI engines using cylinder pressure

P Yoon, S Park, M Sunwoo, I Ohm, KJ Yoon - 2000 - sae.org
The introduction of inexpensive cylinder pressure sensors provides new opportunities for
precise engine control. This paper presents a control strategy of spark advance and air-fuel …

[HTML][HTML] Characterization of an electrical sensor for combustion diagnostics

A Franke - 2002 - lup.lub.lu.se
The ionization sensor is an electrical probe for diagnostics in internal combustion engines.
The combustion process affects the electrical properties of the gas in the cylinder. Thus the …