Misfire Detection System based on the Measure of Crankshaft Angular Velocity

2012 ◽  
Vol 5 (3) ◽  
pp. 1387-1393 ◽  
Author(s):  
Kaori Doi ◽  
Yoshihiro Nakamura ◽  
Ken Hanashi ◽  
Katushi Hashizume

2019 ◽  
Vol 141 (6) ◽  
Author(s):  
Pan Zhang ◽  
Wenzhi Gao ◽  
Qixin Song ◽  
Yong Li ◽  
Lifeng Wei ◽  
...  

In this paper, an artificial neural network (ANN) is introduced in order to detect the occurrence of misfire in an internal combustion (IC) engine by analyzing the crankshaft angular velocity. This study presents three reliable misfire detection procedures. In the first two methods, the fault features are extracted using both time domain and frequency domain techniques, and a multilayer perceptron (MLP) serves as the pattern recognition tool for detecting the misfiring cylinder. In the third method, a one-dimensional (1D) convolutional neural network (CNN) that combines feature extraction capability and pattern recognition is adopted for misfire detection. The experimental data are obtained by setting a six in-line diesel engine with different cylinder misfiring to work under representative operating conditions. Finally, all three diagnostic methods achieved satisfactory results, and the 1D CNN achieved the best performance. The current study provides a novel way to detect misfiring in IC engines.


2001 ◽  
Vol VI.01.1 (0) ◽  
pp. 239-240
Author(s):  
Takashi MATSUURA ◽  
Akira SONE ◽  
Taihei KOYAMA ◽  
Shizuo YAMAMOTO ◽  
Makoto YAMADA

2002 ◽  
Vol 124 (3) ◽  
pp. 650-659 ◽  
Author(s):  
J. K. Park ◽  
J. O. Chae

Engine knocking and misfire cause a negative effect on the engine power and the exhaust emissions such as HC, CO and NOx. They also cause permanent damages to the three way catalyst (TWC) system. And a heavy knock can cause severe damages to the engine itself, which gives more reason why it must be detected and corrected. This study introduces a new system concept for detecting combustion misfire and knocking using breakdown voltage (BDV) characteristics between spark plug electrodes. This system detects and evaluates the degree of combustion by measuring the breakdown voltage which predicts that the breakdown voltage depends on the pressure and the temperature.


2020 ◽  
Author(s):  
Monika Jayprakash Bagade ◽  
Himadri Bhushan Das ◽  
Arjun Raveendranath Sr ◽  
S Jabez Dhinagar

1994 ◽  
Author(s):  
William B. Ribbens ◽  
Jaehong Park

1966 ◽  
Vol 25 ◽  
pp. 323-325 ◽  
Author(s):  
B. Garfinkel

The paper extends the known solution of the Main Problem to include the effects of the higher spherical harmonics of the geopotential. The von Zeipel method is used to calculate the secular variations of orderJmand the long-periodic variations of ordersJm/J2andnJm,λ/ω. HereJmandJm,λare the coefficients of the zonal and the tesseral harmonics respectively, withJm,0=Jm, andωis the angular velocity of the Earth's rotation. With the aid of the theory of spherical harmonics the results are expressed in a most compact form.


Author(s):  
J. B. Warren

Electron diffraction intensity profiles have been used extensively in studies of polycrystalline and amorphous thin films. In previous work, diffraction intensity profiles were quantitized either by mechanically scanning the photographic emulsion with a densitometer or by using deflection coils to scan the diffraction pattern over a stationary detector. Such methods tend to be slow, and the intensities must still be converted from analog to digital form for quantitative analysis. The Instrumentation Division at Brookhaven has designed and constructed a electron diffractometer, based on a silicon photodiode array, that overcomes these disadvantages. The instrument is compact (Fig. 1), can be used with any unmodified electron microscope, and acquires the data in a form immediately accessible by microcomputer.Major components include a RETICON 1024 element photodiode array for the de tector, an Analog Devices MAS-1202 analog digital converter and a Digital Equipment LSI 11/2 microcomputer. The photodiode array cannot detect high energy electrons without damage so an f/1.4 lens is used to focus the phosphor screen image of the diffraction pattern on to the photodiode array.


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