Monitoring automotive oil degradation: Analytical tools and onboard sensing technologies

Analytical and Bioanalytical Chemistry

Volumn 404, Issue 4, 2012, Pages 1197-1209

  Mujahid, Adnan ^a,b   Dickert, Franz L ^a  

^a UNIVERSITY OF VIENNA   (Austria)

^b UNIVERSITY OF THE PUNJAB   (Pakistan)

Author keywords

Acidic products; Automotive sensors; Engine oil degradation; Onboard sensing

Indexed keywords

ACIDIC PRODUCTS; ANALYTICAL TOOL; AUTOMOTIVE ENGINE; AUTOMOTIVE SENSORS; BASE OIL; COMPLEX PROCESSES; CRITICAL REVIEW; DEGRADATION PATHWAYS; ENGINE OIL; FUTURE PERSPECTIVES; OIL DEGRADATION; OIL OXIDATION; OIL QUALITY; ONBOARD SENSING; OPERATING CONDITION; SENSING TECHNOLOGY;

LUBRICATING OILS; MASS SPECTROMETRY; MOLECULAR BIOLOGY;

DEGRADATION;

FUEL OIL;

ENVIRONMENTAL MONITORING; EVALUATION; METHODOLOGY; OXIDATION REDUCTION REACTION; REVIEW; SPECTROSCOPY;

ENVIRONMENTAL MONITORING; FUEL OILS; OXIDATION-REDUCTION; SPECTRUM ANALYSIS;

EID: 84865558449     PISSN: 16182642     EISSN: 16182650     Source Type: Journal    
DOI: 10.1007/s00216-012-6186-1     Document Type: Review

References (120)

1. Svend H (1998) Air pollution from large two-stroke diesel engines and technologies to control it. In: Eran S (ed) Handbook of air pollution from internal combustion engines. Academic, San Diego, pp 477-534
2. Zerbe C (1969) Mineralöle, Band II, 2nd edn. Springer, Berlin
3. Rudnick LR (2006) Synthetics, mineral oils, and bio-based lubricants, chemistry and technology. CRC, Boca Raton
4. Totten GE, Westbrook SR, Shah RJ (eds) (2003) Fuels and lubricants handbook technology, properties, performance, and testing. ASTM, West Conshohocken
5. Rudnick LR (2003) Lubricant additives: chemistry and applications. Marcel Dekker, New York
6. Rudnick LR (2009) Lubricant additives: chemistry and applications. CRC, Boca Raton
7. Fox MF, Mortier RM, Orszulik ST (2008) Chemistry and technology of lubricants. Springer, Berlin
8. PC Hamblin U Kristen D Chasan 1990 Ashless antioxidants, copper deactivators and corrosion inhibitors: their use in lubricating oils Lubr Sci 2 4 287 318 10.1002/ls.3010020403 1:CAS:528:DyaK3MXhsVKnsbo%3D
9. H Singh S Swaroop 1997 Oxidation behavior of base oils and their constituting hydrocarbon types Prep ACS Div Petrol Chem 42 218 1:CAS:528:DyaK2sXivVegtrY%3D
10. L Guan XL Feng G Xiong JA Xie 2011 Application of dielectric spectroscopy for engine lubricating oil degradation monitoring Sens Actuators A Phys 168 1 22 29 10.1016/j.sna.2011.03.033
11. TA Sergeyeva SA Piletsky AA Brovko EA Slinchenko LM Sergeeva AV El'skaya 1999 Selective recognition of atrazine by molecularly imprinted polymer membranes. Development of conductometric sensor for herbicides detection Anal Chim Acta 392 2-3 105 111 10.1016/S0003-2670(99)00225-1 1:CAS:528: DyaK1MXkslejtrk%3D
12. G Korotcenkov BK Cho 2011 Instability of metal oxide-based conductometric gas sensors and approaches to stability improvement Sens Actuators B Chem 156 2 527 538 10.1016/j.snb.2011.02.024
13. T Wagner C Rao JP Kloock T Yoshinobu R Otto M Keusgen MJ Schöning 2006 "LAPS Card"- A novel chip card-based light-addressable potentiometric sensor (LAPS) Sens Actuators B Chem 118 1-2 33 40 10.1016/j.snb.2006.04.019
14. A Bratov N Abramova A Ipatov 2010 Recent trends in potentiometric sensor arrays- A review Anal Chim Acta 678 2 149 159 10.1016/j.aca.2010.08.035 1:CAS:528:DC%2BC3cXht1Cgt73M
15. J Hartmann J Auge R Lucklum S Rösler P Hauptmann B Adler E Dalcanale 1996 Supramolecular interactions on mass sensitive sensors in gas phases and liquids Sens Actuators B Chem 34 1-3 305 311 10.1016/S0925-4005(96)01893-X
16. Mujahid A, Dickert FL (2010) Surface nano-patterning of polymers for mass-sensitive biodetection. In: Carrara S (ed) Nano-bio-sensing. Springer, Berlin, pp 45-82
17. FL Dickert M Tortschanoff WE Bulst G Fischerauer 1999 Molecularly imprinted sensor layers for the detection of polycyclic aromatic hydrocarbons in water Anal Chem 71 20 4559 4563 10.1021/ac990513s 1:CAS:528:DyaK1MXls1Ojs7c%3D
18. FL Dickert P Lieberzeit SG Miarecka KJ Mann O Hayden C Palfinger 2004 Synthetic receptors for chemical sensors-subnano- and micrometre patterning by imprinting techniques Biosens Bioelectron 20 6 1040 1044 10.1016/j.bios.2004.07. 011 1:CAS:528:DC%2BD2cXhtVSntLrN
19. WJ Fleming 2008 New automotive sensors- A review Sensors J IEEE 8 11 1900 1921 10.1109/JSEN.2008.2006452
20. Snook WA (1968) Used engine oil analysis. Lubrication 54(9):97-116
21. DJ Smolenski SE Schwartz 1994 Automotive engine-oil condition monitoring Lubr Eng 50 9 716 722
22. Jagannathan S, Raju GVS (2000) Remaining useful life prediction of automotive engine oils using MEMS technologies. In: Proceedings of the 2000 American control conference, vol 3515, pp 3511-3512
23. P Burg J-L Selves J-P Colin 1997 Prediction of kinematic viscosity of crude oil from chromatographic data Fuel 76 11 1005 1011 10.1016/S0016-2361(97) 00091-4 1:CAS:528:DyaK2sXmtVOisrw%3D
24. G Knothe KR Steidley 2007 Kinematic viscosity of biodiesel components (fatty acid alkyl esters) and related compounds at low temperatures Fuel 86 16 2560 2567 10.1016/j.fuel.2007.02.006 1:CAS:528:DC%2BD2sXhtFGrtbvM
25. Hammond JM, Lec RM, Libby DG, Zhang XJ, Prager LA An acoustic automotive engine oil quality sensor. In: Proceedings of the international conference on solid state sensors and actuators: TRANSDUCERS ∼97, Chicago, 16-19 Jun 1997, vol 1342, pp 1343-1346
26. Hammond JM, Lec RM, Zhang XJ, Libby DG, Prager LA (1997) An acoustic automotive engine oil quality sensor. In: Proceedings of the 1997 IEEE international frequency control symposium, 28-30 May 1997, pp 72-80
27. Lec RM, Zhang XJ, Hammond JM (1997) A remote acoustic engine oil quality sensor. In: Proceedings of the 1997 IEEE ultrasonics symposium, 5-8 Oct 1997, vol 411, pp 419-422
28. B Jakoby H Eisenschmid F Herrmann 2002 The potential of microacoustic SAW- and BAW-based sensors for automotive applications - a review Sensors J IEEE 2 5 443 452 10.1109/JSEN.2002.806748 1:CAS:528:DC%2BD3sXovVSlsg%3D%3D
29. B Jakoby M Scherer M Buskies H Eisenschmid 2003 An automotive engine oil viscosity sensor Sens J IEEE 3 5 562 568 10.1109/JSEN.2003.817164 1:CAS:528:DC%2BD3sXoslOrurY%3D
30. A Agoston C Ötsch B Jakoby 2005 Viscosity sensors for engine oil condition monitoring-application and interpretation of results Sens Actuators A Phys 121 2 327 332 10.1016/j.sna.2005.02.024
31. MD Brouwer LA Gupta F Sadeghi D Peroulis D Adams 2012 High temperature dynamic viscosity sensor for engine oil applications Sens Actuators A Phys 173 1 102 107 10.1016/j.sna.2011.10.024 1:CAS:528:DC%2BC3MXhs1yntr3P
32. C Sang Myung 2011 Simulation of engine life time related with abnormal oil consumption Tribol Int 44 4 426 436 10.1016/j.triboint.2010.11.020
33. NL Jarvis H Wohltjen M Klusty 1994 Solid-state microsensors for lubricant condition monitoring. Part I: Fuel dilution meter Lubr Eng 50 9 689 693 other information: PBD: Sep 1994:Medium: X
34. H Wohltjen NL Jarvis M Klusty N Gorin C Fleck G Shay A Smith 1994 Solid state microsensors for lubricant condition monitoring: II. Total base number Lubr Eng 50 861 866 1:CAS:528:DyaK2MXis1Cqur8%3D
35. K Länge B Rapp M Rapp 2008 Surface acoustic wave biosensors: a review Anal Bioanal Chem 391 5 1509 1519 10.1007/s00216-008-1911-5
36. P Lieberzeit C Palfinger F Dickert G Fischerauer 2009 SAW RFID-tags for mass-sensitive detection of humidity and vapors Sensors 9 12 9805 9815 10.3390/s91209805 1:CAS:528:DC%2BD1MXhsFKqsrrO
37. Gager DJ (1986) On-board electronic oil contamination detector for vehicle engines. US Patent 4,570,069
38. Freese CE, Rostoskey MJ, Garvey RE (1997) In-situ oil analyzer and methods of using same, particularly for continuous on-board analysis of diesel engine lubrication systems. US Patent 5,604,441
39. Chao Z (2003) A micro-acoustic wave sensor for engine oil quality monitoring. In: Proceedings of the 2003 IEEE international frequency control symposium and PDA exhibition jointly with the 17th European frequency and time forum, 4-8 May 2003, pp 971-977
40. SA Piletsky APF Turner 2002 Electrochemical sensors based on molecularly imprinted polymers Electroanalysis 14 5 317 323 10.1002/1521-4109(200203)14: 5<317::AID-ELAN317>3.0.CO;2-5 1:CAS:528:DC%2BD38XivFSns7c%3D
41. Q Zhao Z Gan Q Zhuang 2002 Electrochemical sensors based on carbon nanotubes Electroanalysis 14 23 1609 1613 10.1002/elan.200290000 1:CAS:528:DC%2BD3sXht1Witw%3D%3D
42. Wang SS, Tung SC (1985) Electrochemical phenomena in lubricants I. Potential measurements and the analysis of metal/additive interactions. Extended abstract no. 431, fall meeting of the Electrochemical Society, Las Vegas
43. Wang SS, Lee A, Mamrick MS (1987) An electrochemical technique for evaluating electrical contact lubricants. In: Proceedings of the 33rd IEEE Holm conference on electrical contacts, Chicago, IL, p 9
44. H-S Lee SS Wang DJ Smolenski MB Viola EE Klusendorf 1994 In situ monitoring of high-temperature degraded engine oil condition with microsensors Sens Actuators B Chem 20 1 49 54 10.1016/0925-4005(93)01168-4 1:CAS:528:DyaK2cXkvVOit74%3D
45. J Cerny Z Strnad G Sebor 2001 Composition and oxidation stability of SAE 15W-40 engine oils Tribol Int 34 2 127 134 10.1016/S0301-679X(00)00150-X 1:CAS:528:DC%2BD3MXhsVKqs7s%3D
46. Wang SS, Lee HS (1992) A sensor for glycol contamination in oil. Extended abstract no. 692, fall meeting of the Electrochemical Society, Toronto
47. SS Wang H-S Lee 1997 An electrochemical sensor for distinguishing two-stroke-engine oils Sens Actuators B Chem 40 2-3 199 203
48. SS Wang H-S Lee 1997 The application of a.c. impedance technique for detecting glycol contamination in engine oil Sens Actuators B Chem 40 2-3 193 197 10.1016/S0925-4005(97)80261-4
49. SS Wang SP Maheswari SC Tung 1989 The nature of electrochemical reactions between several zinc organodithiophosphate antiwear additives and cast iron surfaces Tribol Trans 32 1 91 99 10.1080/10402008908981867 1:CAS:528: DyaL1MXhtlygs7s%3D
50. SW Simon 2001 Road tests of oil condition sensor and sensing technique Sens Actuators B Chem 73 2-3 106 111
51. SW Simon 2002 Engine oil condition sensor: method for establishing correlation with total acid number Sens Actuators B Chem 86 2-3 122 126
52. SS Wang Y Lin 2003 A new technique for detecting antifreeze in engine oil during early stage of leakage Sens Actuators B Chem 96 1-2 157 164 10.1016/S0925-4005(03)00519-7
53. AM Farrington JM Slater 1997 Monitoring of engine oil degradation by voltammetric methods utilizing disposable solid wire microelectrodes Analyst 122 6 593 596 10.1039/a608022g 1:CAS:528:DyaK2sXktlKkur8%3D
54. MF Smiechowski VF Lvovich 2003 Iridium oxide sensors for acidity and basicity detection in industrial lubricants Sens Actuators B Chem 96 1-2 261 267 10.1016/S0925-4005(03)00542-2
55. A Dewey V Srinivasan E Icoz 2001 Visual modeling and design of microelectromechanical system transducers Microelectron J 32 4 373 381 10.1016/S0026-2692(99)00090-7
56. EL Sergey 2002 Modeling and identification of induction micromachines in microelectromechanical systems applications Energy Convers Manag 43 16 2123 2133 10.1016/S0196-8904(01)00162-5
57. A Koji 2002 Characterization of heterogeneous systems by dielectric spectroscopy Prog Polym Sci 27 8 1617 1659 10.1016/S0079-6700(02)00015-1
58. M Castro-Giráldez L Dols F Toldrá P Fito 2011 Development of a dielectric spectroscopy technique for the determination of key biochemical markers of meat quality Food Chem 127 1 228 233 10.1016/j.foodchem.2010.12.089
59. Esbensen K, Guyot D, Westad F, Houmøller LP (2001) Multivariate data analysis - in practice: an introduction to multivariate data analysis and experimental design. CAMO ASA, Oslo
60. KE Nielsen J Dittmer A Malmendal NC Nielsen 2008 Quantitative analysis of constituents in heavy fuel oil by 1H nuclear magnetic resonance (NMR) spectroscopy and multivariate data analysis Energy Fuel 22 6 4070 4076 10.1021/ef800539g 1:CAS:528:DC%2BD1cXhtlemtrbN
61. C Ulrich H Petersson H Sundgren F Björefors C Krantz-Rülcker 2007 Simultaneous estimation of soot and diesel contamination in engine oil using electrochemical impedance spectroscopy Sens Actuators B Chem 127 2 613 618 10.1016/j.snb.2007.05.014
62. M Ichikawa N Nonaka M Nomura I Takada S Ishimori 1995 Headspace gas chromatography analysis of uncombusted gasoline diluent in used gasoline engine oils J Anal Appl Pyrolysis 32 233 242 10.1016/0165-2370(94)00857-W 1:CAS:528:DyaK2MXlsFCltrY%3D
63. DM Levermore M Josowicz WS Rees J Janata 2001 Headspace analysis of engine oil by gas chromatography/mass spectrometry Anal Chem 73 6 1361 1365 10.1021/ac001157c 1:CAS:528:DC%2BD3MXhtVWmur8%3D
64. K Sepcic M Josowicz J Janata T Selby 2004 Diagnosis of used engine oil based on gas phase analysis Analyst 129 11 1070 1075 10.1039/b406619g 1:CAS:528:DC%2BD2cXovV2nt7Y%3D
65. Cotter RJ (2004) Time-of-flight mass spectrometry. In: Encyclopedia of genetics, genomics, proteomics and bioinformatics. Wiley. doi: 10.1002/047001153X.g301302
66. M Merchant SR Weinberger 2000 Recent advancements in surface-enhanced laser desorption/ionization-time of flight-mass spectrometry Electrophoresis 21 6 1164 1177 10.1002/(SICI)1522-2683(20000401)21:6<1164::AID-ELPS1164>3.0. CO;2-0 1:CAS:528:DC%2BD3cXis12ku7g%3D
67. J Bisquert F Fabregat-Santiago I Mora-Seró G Garcia-Belmonte EM Barea E Palomares 2008 A review of recent results on electrochemical determination of the density of electronic states of nanostructured metal-oxide semiconductors and organic hole conductors Inorg Chim Acta 361 3 684 698 10.1016/j.ica.2007.05.032 1:CAS:528:DC%2BD2sXhsVKku7jE
68. JH Sohn M Atzeni L Zeller G Pioggia 2008 Characterisation of humidity dependence of a metal oxide semiconductor sensor array using partial least squares Sens Actuators B Chem 131 1 230 235 10.1016/j.snb.2007.11.009
69. P Lieberzeit A Rehman B Najafi F Dickert 2008 Real-life application of a QCM-based e-nose: quantitative characterization of different plant-degradation processes Anal Bioanal Chem 391 8 2897 2903 10.1007/s00216-008-2222-6 1:CAS:528:DC%2BD1cXptFSksbc%3D
70. P Lieberzeit A Rehman N Iqbal B Najafi F Dickert 2009 QCM sensor array for monitoring terpene emissions from odoriferous plants Monatsh Chem 140 8 947 952 10.1007/s00706-009-0141-7 1:CAS:528:DC%2BD1MXoslCqtL8%3D
71. S Capone M Zuppa DS Presicce L Francioso F Casino P Siciliano 2008 Metal oxide gas sensor array for the detection of diesel fuel in engine oil Sens Actuators B Chem 131 1 125 133 10.1016/j.snb.2007.12.029
72. A Szczurek PM Szecówka BW Licznerski 1999 Application of sensor array and neural networks for quantification of organic solvent vapours in air Sens Actuators B Chem 58 1-3 427 432 10.1016/S0925-4005(99)00105-7
73. T Sobański A Szczurek K Nitsch BW Licznerski W Radwan 2006 Electronic nose applied to automotive fuel qualification Sens Actuators B Chem 116 1-2 207 212 10.1016/j.snb.2005.11.087
74. A Mujahid PA Lieberzeit FL Dickert 2010 Chemical sensors based on molecularly imprinted sol-gel materials Materials 3 4 2196 2217 10.3390/ma3042196 1:CAS:528:DC%2BC3cXkt1Gjt7w%3D
75. U Latif A Rohrer P Lieberzeit F Dickert 2011 QCM gas phase detection with ceramic materials-VOCs and oil vapors Anal Bioanal Chem 400 8 2457 2462 10.1007/s00216-011-4684-1 1:CAS:528:DC%2BC3MXhsF2jtL4%3D
76. U Latif A Mujahid A Afzal R Sikorski P Lieberzeit F Dickert 2011 Dual and tetraelectrode QCMs using imprinted polymers as receptors for ions and neutral analytes Anal Bioanal Chem 400 8 2507 2515 10.1007/s00216-011-4927-1 1:CAS:528:DC%2BC3MXktFektLw%3D
77. FL Dickert O Hayden 2000 Molecular fingerprints using imprinting techniques Adv Mater 12 4 311 314 10.1002/(SICI)1521-4095(200002)12:4<311:: AID-ADMA311>3.0.CO;2-G 1:CAS:528:DC%2BD3cXksFWntbw%3D
78. FL Dickert P Forth PA Lieberzeit G Voigt 2000 Quality control of automotive engine oils with mass-sensitive chemical sensors - QCMs and molecularly imprinted polymers Fresenius J Anal Chem 366 8 802 806 10.1007/s002160051574 1:CAS:528:DC%2BD3cXksF2itrs%3D
79. O Hayden R Bindeus C Haderspöck K-J Mann B Wirl FL Dickert 2003 Mass-sensitive detection of cells, viruses and enzymes with artificial receptors Sens Actuators B Chem 91 1-3 316 319 10.1016/S0925-4005(03)00093-5
80. PA Lieberzeit A Findeisen J Mähner R Samardzic J Pitkänen O Anttalainen FL Dickert 2010 Artificial receptor layers for detecting chemical and biological threats Procedia Eng 5 381 384 10.1016/j.proeng.2010.09.127
81. F Dickert P Lieberzeit O Hayden S Gazda-Miarecka K Halikias K Mann C Palfinger 2003 Chemical sensors - from molecules, complex mixtures to cells - supramolecular imprinting strategies Sensors 3 9 381 392 10.3390/s30900381 1:CAS:528:DC%2BD2cXjtVKnu74%3D
82. MJ Whitcombe ME Rodriguez P Villar EN Vulfson 1995 A new method for the introduction of recognition site functionality into polymers prepared by molecular imprinting: synthesis and characterization of polymeric receptors for cholesterol J Am Chem Soc 117 7105 7111 10.1021/ja00132a010 1:CAS:528: DyaK2MXmsVWhsLc%3D
83. K Mosbach O Ramstrom 1996 The emerging technique of molecular imprinting and its future impact on biotechnology Nat Biotechnol 14 163 170 10.1038/nbt0296-163 1:CAS:528:DyaK28Xns1ehsg%3D%3D
84. Andersson LI, Nicholls IA, Mosbach K (1996) Molecular imprinting: the current status and future development of polymer-based recognition systems. In: Bittar EE, Danielsson B, Bulow L (eds) Advances in molecular and cell biology, vol 15. Elsevier, Amsterdam pp 651-670
85. FL Dickert O Hayden 1999 Molecular imprinting in chemical sensing TrAC Trends Anal Chem 18 3 192 199 10.1016/S0165-9936(98)00123-X 1:CAS:528: DyaK1MXhvFagtrw%3D
86. FL Dickert W Greibl A Rohrer G Voigt 2001 Sol-gel-coated quartz crystal microbalances for monitoring automotive oil degradation Adv Mater 13 17 1327 1330 10.1002/1521-4095(200109)13:17<1327::AID-ADMA1327>3.0.CO;2-3 1:CAS:528:DC%2BD38XhsVKju7g%3D
87. F Dickert O Hayden P Lieberzeit C Palfinger D Pickert U Wolff G Scholl 2003 Borderline applications of QCM-devices: synthetic antibodies for analytes in both nm- and μm-dimensions Sens Actuators B Chem 95 1-3 20 24 10.1016/S0925-4005(03)00396-4
88. P Lieberzeit G Glanznig M Jenik S Sylwia Gazda-Miarecka F Dickert A Leidl 2005 Softlithography in chemical sensing - analytes from molecules to cells Sensors 5 12 509 518 10.3390/s5120509 1:CAS:528:DC%2BD28XntVGjsQ%3D%3D
89. PA Lieberzeit G Glanznig A Leidl N Voigt FL Dickert 2006 Nanostructured polymers for detecting chemical changes during engine oil degradation Sens J IEEE 6 3 529 535 10.1109/JSEN.2006.872341 1:CAS:528:DC%2BD28XmtVOns7Y%3D
90. PA Lieberzeit A Afzal D Podlipna S Krassnig H Blumenstock FL Dickert 2007 Printing materials in micro- and nano-scale: systems for process control Sens Actuators B Chem 126 1 153 158 10.1016/j.snb.2006.11.019
91. P Lieberzeit A Afzal G Glanzing FL Dickert 2007 Molecularly imprinted sol-gel nanoparticles for mass-sensitive engine oil degradation sensing Anal Bioanal Chem 389 2 441 446 10.1007/s00216-007-1274-3 1:CAS:528: DC%2BD2sXpsFSjtLs%3D
92. FL Dickert P Forth W-E Bulst G Fischerauer U Knauer 1998 SAW devices-sensitivity enhancement in going from 80 MHz to 1 GHz Sens Actuators B Chem 46 2 120 125 10.1016/S0925-4005(98)00097-5
93. N Barié U Stahl M Rapp 2010 Vacuum-deposited wave-guiding layers on STW resonators based on LiTaO3 substrate as love wave sensors for chemical and biochemical sensing in liquids Ultrasonics 50 6 606 612 10.1016/j.ultras. 2009.12.006
94. A Mujahid A Afzal G Glanzing A Leidl PA Lieberzeit FL Dickert 2010 Imprinted sol-gel materials for monitoring degradation products in automotive oils by shear transverse wave Anal Chim Acta 675 1 53 57 10.1016/j.aca.2010.07. 005 1:CAS:528:DC%2BC3cXhtVektL3J
95. G Sauerbrey 1959 Verwendung von schwingquarzen zur waegung dunner schichten und zur mikrowaegung Z Phys 155 206 222 10.1007/BF01337937 1:CAS:528:DyaG1MXoslSjtQ%3D%3D
96. S-I Moon K-K Paek Y-H Lee J-K Kim S-W Kim B-K Ju 2006 Multiwall carbon nanotube sensor for monitoring engine oil degradation Electrochem Solid State Lett 9 8 H78 H80 10.1149/1.2209433 1:CAS:528:DC%2BD28XmsVWgurs%3D
97. U Latif FL Dickert 2011 Conductometric sensors for monitoring degradation of automotive engine oil Sensors 11 9 8611 8625 10.3390/s110908611 1:CAS:528:DC%2BC3MXht1Chs7%2FL
98. Terradillos J, Aranburu I, Arnaiz A, Ciria JI (2005) Base number prediction through spectroscopy and chemometrics. In: Proceedings of the international conference lubrication excellence 2005, San Antonio
99. FS Chuang JD Winefordner 1974 Jet engine oil analysis by atomic absorption spectrometry with graphite filament Appl Spectrosc 28 3 215 218 10.1366/000370274774332579 1:CAS:528:DyaE2cXlt1eqtLY%3D
100. NH Bings 2002 Direct determination of metals in lubricating oils by laser ablation coupled to inductively coupled plasma time-of-flight mass spectrometry J Anal At Spectrom 17 8 759 767 10.1039/b202004a 1:CAS:528:DC%2BD38XlvVKhsb0%3D
101. PJ Potts AT Ellis M Holmes P Kregsamer C Streli M West P Wobrauschek 2000 X-ray fluorescence spectrometry J Anal At Spectrom 15 10 1417 1442 10.1039/b005284l 1:CAS:528:DC%2BD3cXntVCrtbk%3D
102. E Marguí I Queralt M Hidalgo 2009 Application of X-ray fluorescence spectrometry to determination and quantitation of metals in vegetal material TrAC Trends Anal Chem 28 3 362 372 10.1016/j.trac.2008.11.011
103. Z Yang X Hou BT Jones 2003 Determination of wear metals in engine oil by mild acid digestion and energy dispersive X-ray fluorescence spectrometry using solid phase extraction disks Talanta 59 4 673 680 10.1016/S0039-9140(02)00580-5 1:CAS:528:DC%2BD3sXhsVyksL0%3D
104. Markus WS (1999) Photoacoustic spectroscopy, methods and instrumentation. In: John L (ed) Encyclopedia of spectroscopy and spectrometry, 2nd edn. Academic, Oxford, pp 2146-2150
105. V Koskinen J Fonsen J Kauppinen I Kauppinen 2006 Extremely sensitive trace gas analysis with modern photoacoustic spectroscopy Vib Spectrosc 42 2 239 242 10.1016/j.vibspec.2006.05.018 1:CAS:528:DC%2BD28Xht1WqtrbK
106. P Hodgson KM Quan HA MacKenzie SS Freeborn J Hannigan EM Johnston F Greig TD Binnie 1995 Application of pulsed laser photoacoustic sensors in monitoring oil contamination in water Sens Actuators B Chem 29 1-3 339 344 10.1016/0925-4005(95)01704-6
107. NS Foster JE Amonette T Autrey JT Ho 2001 Detection of trace levels of water in oil by photoacoustic spectroscopy Sens Actuators B Chem 77 3 620 624 10.1016/S0925-4005(01)00767-5
108. MJ Adams MJ Romeo P Rawson 2007 FTIR analysis and monitoring of synthetic aviation engine oils Talanta 73 4 629 634 10.1016/j.talanta.2007.04.036 1:CAS:528:DC%2BD2sXhtVGisL3I
109. R Gabriele 2005 Near-infrared spectroscopy and imaging: basic principles and pharmaceutical applications Adv Drug Deliv Rev 57 8 1109 1143 10.1016/j.addr.2005.01.020
110. Salzer R (2002) Book review: near-infrared spectroscopy. Principles, instruments, applications. Edited by HW Siesler, Y Ozaki, S Kawata and HM Heise. Angew Chem Int Ed Engl 41(22):4347-4348
111. A Villar E Gorritxategi D Otaduy JI Ciria LA Fernandez 2011 Chemometric methods applied to the calibration of a Vis-NIR sensor for gas engine's condition monitoring Anal Chim Acta 705 1-2 174 181 10.1016/j.aca.2011.04.048 1:CAS:528:DC%2BC3MXht1KmtrvK
112. D Cozzolino HE Smyth M Gishen 2003 Feasibility study on the use of visible and near-infrared spectroscopy together with chemometrics to discriminate between commercial white wines of different varietal origins J Agric Food Chem 51 26 7703 7708 10.1021/jf034959s 1:CAS:528:DC%2BD3sXovVCksLc%3D
113. Y Roggo P Chalus L Maurer C Lema-Martinez A Edmond N Jent 2007 A review of near infrared spectroscopy and chemometrics in pharmaceutical technologies J Pharm Biomed Anal 44 3 683 700 10.1016/j.jpba.2007.03.023 1:CAS:528: DC%2BD2sXnslWhtr4%3D
114. Toyota (2010) Tercel owner's manual. Toyota, Japan
115. JD Turner L Austin 2003 Electrical techniques for monitoring the condition of lubrication oil Meas Sci Technol 14 10 1794 10.1088/0957-0233/14/ 10/308 1:CAS:528:DC%2BD3sXotlSqtbY%3D
116. Gebarin S, Fitch J (2004) Determining proper oil and filter change intervals: can onboard automotive sensors help? Practicing Oil Analysis Magazine, January 2004
117. GM (2012) Oil life system (OLS) andsimplified maintenance schedule. Available via http://www.mycertifiedservice.com/-res/pdf/OLS1.pdf. Accessed 27 Feb 2012
118. Basu A, Berndorfer A, Buelna C, Campbell J, Ismail K, Lin Y, Rodriguez L, Wang SS (2000) Smart sensing of oil degradation and oil level measurements in gasoline engines, SAE Technical Paper Series 2000-01-1366, SAE 2000 World Congress, Detroit, Michigan
119. Bodensohn A, Haueis M, Mäckel R, Pulvermüller M, Schreiber T (2005) System monitoring for lifetime prediction in automotive industry. Advanced microsystems for automotive applications. VDI-Buch, 2005, Part 2, 149-158
120. Bennett JW, Matsiev L, Uhrich M, Kolosov O, Bryning Z (2005) New solid state oil condition sensor for real time engine oil condition monitoring. Symyx Technologies Inc