Capillary Sensor with Disposable Optrode for Diesel Fuel Quality Testing

被引:12
作者
Borecki, Michal [1 ]
Prus, Przemyslaw [2 ]
Korwin-Pawlowski, Michael L. [3 ]
机构
[1] Warsaw Univ Technol, Inst Microelect & Optoelect, PL-00662 Warsaw, Poland
[2] Blue Oak Invent, PL-56400 Wroclaw, Poland
[3] Univ Quebec Outaouais, Dept Informat Ingn, Gatineau, PQ J8X 3X7, Canada
关键词
capillary sensor; diesel fuel quality; diesel fuel user; outlier data; feature vector of diesel fuel; sensor automation; artificial neural network classifier; CETANE NUMBER; BIODIESEL; BLENDS;
D O I
10.3390/s19091980
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Diesel fuel quality can be considered from many different points of view. Fuel producers, fuel consumers, and ecologists have their own ideas. In this paper, a sensor of diesel fuel quality type, and fuel condition that is oriented to the fuel's consumers, is presented. The fuel quality types include premium, standard, and full bio-diesel classes. The fuel conditions include fuel fit for use and fuel degraded classes. The classes of fuel are connected with characteristics of engine operation. The presented sensor uses signal processing of an optoelectronic device monitoring fuel samples that are locally heated to the first step of boiling. Compared to previous works which consider diesel fuel quality sensing with disposable optrodes which use a more complex construction, the sensor now consists only of a capillary probe and advanced signal processing. The signal processing addresses automatic conversion of the data series to form a data pattern, estimates the measurement uncertainty, eliminates outlier data, and determines the fuel quality with an intelligent artificial neural network classifier. The sensor allows the quality classification of different unknown diesel fuel samples in less than a few minutes with the measurement costs of a single disposable capillary probe and two plugs.
引用
收藏
页数:18
相关论文
共 47 条
[1]   Performance of Diesel Engine Fuelled by a Biodiesel Extracted From A Waste Cocking Oil [J].
Adaileh, Wail M. ;
AlQdah, Khaled S. .
TERRAGREEN 2012: CLEAN ENERGY SOLUTIONS FOR SUSTAINABLE ENVIRONMENT (CESSE), 2012, 18 :1317-1334
[2]   The Impact of Injector Hole Diameter on Spray Behaviour for Butanol-Diesel Blends [J].
Algayyim, Sattar Jabbar Murad ;
Wandel, Andrew P. ;
Yusaf, Talal .
ENERGIES, 2018, 11 (05)
[3]  
[Anonymous], 2002, DATA ACQUISITION SIG
[4]  
[Anonymous], 2011, INT J APPL ENG RES
[5]  
Bacha J., 2007, Diesel Fuels Technical Review, P3
[6]   Alternative Diesel from Waste Plastics [J].
Bezergianni, Stella ;
Dimitriadis, Athanasios ;
Faussone, Gian-Claudio ;
Karonis, Dimitrios .
ENERGIES, 2017, 10 (11)
[7]   Automatic detection of outlier data received in multi-parametric capillary sensors of diesel fuels fit for use [J].
Borecki, M. ;
Prus, P. ;
Korwin-Pawlowski, M. L. ;
Doroz, P. ;
Szmidt, J. .
PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2018, 2018, 10808
[8]  
Borecki M., 2015, Sens. Transducers, V193, P11
[9]  
Borecki M., 2014, Int. J. Adv. Syst. Meas, V7, P57
[10]  
Borecki M., 2016, SENS TRANSDUCERS, V205, P1