Real-time abnormality detection and classification in diesel engine operations with convolutional neural network

SM Shahid, S Ko, S Kwon - Expert Systems with Applications, 2022 - Elsevier
In this paper, we propose a real-time diagnostic method using a convolutional neural
network (CNN) to detect cylinder misfires and engine load conditions in multi-cylinder …

Vehicle engine torque estimation via unknown input observer and adaptive parameter estimation

J Na, AS Chen, G Herrmann, R Burke… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper presents two torque estimation methods for vehicle engines: unknown input
observer (UIO) and adaptive parameter estimation. We first propose a novel yet simple …

Methodological insights for online estimation of induction motor parameters

E Laroche, E Sedda, C Durieu - IEEE transactions on control …, 2008 - ieeexplore.ieee.org
This paper presents contributions for online estimation of states and parameters of an
induction motor with Kalman filter. In order to ensure a good level of confidence of the …

Real-time brake torque estimation for internal combustion engines

J Franco, MA Franchek, K Grigoriadis - Mechanical Systems and Signal …, 2008 - Elsevier
Presented is a real-time engine brake torque estimation model where the instantaneous
measured engine speed serves as the model input. The model is comprised of notch filters …

Robust Takagi–Sugeno fuzzy control of a spark ignition engine

D Khiar, J Lauber, T Floquet, G Colin, TM Guerra… - Control Engineering …, 2007 - Elsevier
This work deals with the nonlinear control of a three cylinders spark ignition (SI) engine
using a fuzzy control strategy based on a Takagi–Sugeno (TS) modeling and robust control …

Combustion torque estimation and misfire detection for calibration of combustion engines by parametric Kalman filtering

S Helm, M Kozek, S Jakubek - IEEE Transactions on Industrial …, 2012 - ieeexplore.ieee.org
In this paper, a new estimation method for the inner combustion torque of internal
combustion engines and a misfire detection algorithm are presented. The torque estimate is …

[HTML][HTML] Torque estimation in marine propulsion systems

M Manngård, I Koene, W Lund, S Haikonen… - … Systems and Signal …, 2022 - Elsevier
An augmented Kalman filter for torque estimation in marine propulsion-system drive trains is
presented. Propeller and motor excitations and torque responses are estimated based on a …

Diesel engine indicated torque estimation based on artificial neural networks

YH Zweiri, D Seneviratne - 2007 IEEE/ACS International …, 2007 - ieeexplore.ieee.org
This paper presents an artificial neural networks approach to estimate the indicated torque
of a single-cylinder diesel engine from crank shaft angular position and velocity …

Periodic input estimation for linear periodic systems: Automotive engine applications

J Chauvin, G Corde, N Petit, P Rouchon - Automatica, 2007 - Elsevier
In this paper, we consider periodic linear systems driven by T0-periodic signals that we
desire to reconstruct. The systems under consideration are of the form x˙= A (t) x+ A0 (t) w (t) …

Development of a prediction model for estimating tractor engine torque based on soft computing and low cost sensors

M Rajabi-Vandechali, MH Abbaspour-Fard, A Rohani - Measurement, 2018 - Elsevier
Torque estimation needs intensive efforts and costly sensors. In this research, a model was
proposed based on soft computing to estimate the ITM285 tractor engine torque using some …