5/16/2015 Outline Introduction to Water Contamination Testing in Turbines and Industrial Lubricants Water Determination by Infrared Spectroscopy and its Limitations Building A New “Total Water” Calibration by Infrared Spectroscopy Results and Conclusion Accurate Total Water Measurement for On-Site Analysis of Turbine Oils by Infrared Spectroscopy Randi Price STLE, May 19, 2015 1 Turbine Oils 2 Water Measurement by Karl Fischer Titration Turbine oils are typically formulated to have The most widely accepted method for detecting water in oil is by Karl Fischer titration (KF, ASTM D6304). High thermal stability Oxidation resistance Excellent water separation Can be very accurate Detects all phases of water in a sample: dissolved, free, or emulsified Severe water contamination in a lubricant is a major problem. Turbine manufacturers generally recommend very low limits of water, alarms at or below 1000 ppm (0.1%) water. Water measurement is part of a lubricant condition monitoring program. However, it may not be realistic for to do this on-site: Requires hazardous reagents ($) Needs careful sample preparation by a skilled lab technician ($$) Uses expensive equipment ($$$) Lubricant Chemistry: Oxidation Water contamination Total Acid Number Particle Count Elemental Typically takes 5-15 minutes for analysis Sending samples to an external lab may take several days to a week to get results—too long to always prevent a critical failure!! 3 On-Site Water Measurement 4 On-Site Water Trending by IR Screening/trending tests: qualitative, semi-quantitative, quantitative Infrared Spectroscopy Accuracy of tests are always compared to referee method: Karl Fischer Chemical-free measurement Can be very easy to run and interpret Quantitative results Crackle Test Widely accepted (ASTM E2412), but not widely adopted…why?? Simple equipment used ($) Requires an experienced operator for semi-quantitative analysis ($$) Calcium Hydride Kits In a very general sense, spectroscopy is the study between the interaction of radiated energy and matter. A spectrometer consists of a radiative source, a detector, and a computer or other converter of the detector signal to useful information. Corrosive reagents required ($$) “Per Sample” cost ($) Semi-quantitative to quantitative when used correctly. I0 Relative Humidity Sensor I A Solvent-free About same cost as KF ($$$) Easy to use for quantitative ($) 𝑇= 𝐼 𝐼0 𝐴 = − log 𝑇 5 6 1 5/16/2015 The Problem with Water Measurement in Machinery Oils Example: Turbine Oils Infrared spectroscopy is GREAT for measuring dissolved water in oils. Turbine oils have excellent water separation. ASTM Standard Practice E2412 0.5% water 0% water However, a lot of industrial oils have excellent water separation. The saturation limits can be on the order of 100 ppm (0.01%). Dissolved water measurement will not detect moderate to severe water contamination! 7 Example: Turbine Oils 8 Example: Turbine Oils Turbine oils have excellent water separation. Turbine oils have excellent water separation. Not much dissolved water is present! Not much dissolved water is present! So typical water determination methods as in E2412 are ineffective for practical water measurement. Traditional IR Result: Water = 38 ppm ??? ??? No dissolved water peak! 9 Example: Turbine Oils 10 Methods to Dissolve Water in Oil Is it possible to dissolve the water in oil by physical methods? Agitation: Shaking, Stirring, Homogenizing Works only for degraded oils when the separation additives are broken down. Turbine oils are kept pretty fresh… Traditional IR Result: This method doesn’t really work. The best approach to dissolve water in oil seems to be with surfactants Water = 38 ppm ??? ??? Dissolved Water Peak can be detected in the presence of surfactant! Dashed = new oil Red = oil with 1120 ppm water Blue = oil with 1120 ppm water + stabilizer “Another solution is needed for turbine oils!” 11 Frank Higgins and John Seelenbinder. “Onsite FTIR quantitative analysis of water in mineral-based oils using a novel water stabilization technique” Application Note: Energy and fuels. Agilent Technologies. Danbury, CT, USA. 12 2 5/16/2015 How Does IR Spectroscopy Work? Infrared spectroscopy uses vibrational modes to analyze the molecules present in a sample. Vibrational Modes: Molecules absorb specific frequencies according to their structure. Is there a chemical-free, portable measurement method by infrared spectroscopy for water in turbine (and other industrial) oils? Molecules that are IR active experience a change in dipole moment. Can you measure water by IR that is not dissolved? The Symmetric Stretch (Example shown is an H2O molecule at 3685 cm-1) The Asymmetric Stretch (Example shown is an H2O molecule at 3506 cm-1) Bend (Example shown is an H2O molecule at 1885 cm-1) These vibrational modes show up as peaks in the infrared spectrum. 13 Water in Turbine Oil Spectra I0 I 14 http://chemwiki.ucdavis.edu/Physical_Chemistry/Spectroscopy/Vibrational_Spectroscopy/Vibrational_Modes Water in Turbine Oil Spectra A 𝐼 𝑇= 𝐼0 I0 I A 𝐴 = − log 𝑇 𝑇= 𝐼 𝐼0 𝐴 = − log 𝑇 Chemical information from the peaks… However, there is also Physical information from the baseline lift!! (the transmitted light I0 is universally decreasing in this range) (which chemical bonds are present in the sample) 15 Baseline Lift Due to Light Scattering 16 A new chemical-free, portable measurement for “Total Water”! Discrete water droplets in oil scatter light. Using a portable infrared fixed-grating spectrometer, a calibration was developed for determining “Total Water” content in turbine oils. Scattered light appears as a uniform lift in the baseline. The magnitude of the scattering depends on: The number of droplets. The size of the droplets. Calibration prepared from 33 samples of 5 different oils: Authentic in-service Chevron GST 32 samples obtained from a power generation plant (water contaminated). Water mixes of popular brands of industrial oils (turbine, bearing, and gear oils): Shell Turbo T32 Shell Turbo T68 A dual approach of using the traditional IR peak for dissolved water and the baseline lift due to light scattering can be used to develop a calibration for “Total Water”! Augusto M. Araujo, Leila M. Santos, Montserrat Fortuny, Rosana L. F. V. Melo, Raquel C. C. Coutinho, Alexandre F. Santos. Energy & Fuels 2008, 22, 3450-3458. Shell Morlina S4 B150 Royal Purple Thermyl-Glyde 680 17 18 3 5/16/2015 Sample Preparation is Key! Collecting and Analyzing Data Baseline lift due to light scattering has to be consistent and repeatable in order to create a reliable calibration. Homogenized samples were measured by the reference method and IR. Light scattering depends on the number of water droplets. Karl Fischer ASTM D6304 Light scattering also depends on the size of water droplets. Mid-IR (FluidScan) Samples must be as homogeneous as possible to minimize sampling errors. This is CRITICAL to the method. Use the same aliquot of sample (drawn up in a pipette) to test both methods: KF measured in triplicate, 7 drops IR spectra measured in duplicate, 2 drops A homogenizer will create uniform droplet sizes and disperse the water droplets uniformly in the oil media. X variables = IR spectra Y result = KF values Homogenize 30 sec on high power, wait 1 minute before analysis. 19 Multivariate Calibration Results Validation samples not used in the calibration set. Wider range of oil brands and types. <10,000 ppm water “low” calibration Calibration is universal for “industrial oils”. Success! “high” calibration CAL “LOW” 3468 – 3810 cm -1 20 Validation Two calibration ranges developed: >9,000 ppm water Image : Unscrambler X , CAMO Software CAL “HIGH” 3468 – 3810 cm -1 Correlation to KF titration of R2 > 0.95 for all industrial oils tested over the range 1,000 to 30,000 ppm (0.1 – 3%) water A successful PCR (Principal Component Regression) calibration was achieved for determining “Total Water”. IR Spectroscopy correlation to KF result: R2 > 0.98 for the calibration samples 21 Repeatability 22 Effect of Sample Preparation The calibration is dependent on consistent distribution of water droplets in the oil sample. Measure samples on separate days using good sampling technique with the homogenizer. Simultaneously test both methods: KF and FS/IR on the same sample aliquot. Group A: Samples were homogenized for 30 seconds. Group B: Samples were vigorously hand-shaken for 30 seconds. Sample Diff FS (ppm) Diff KF (ppm) B2 171 135 31% 17 A3 114 %Diff FS %Diff KF 25% 14% 2% E7 136 467 4% 19% B7 2227 2575 44% 46% E6 1493 45 19% E8 2081 59 11% 0% E4 2435 4051 13% 23% E3 3900 7049 20% 24% 0% (Just because it looks homogeneous, does not mean that you have uniform water droplets!) Both IR and KF are susceptible to sampling errors. The proposed IR method has similar repeatability to KF. Typical repeatability for moderate to severe water contamination (>1,000 ppm) is ~20%. The hand shaken samples measured by the IR method correlate poorly to KF. The homogenizer is an important component of the method. 23 24 4 5/16/2015 Conclusion: Measuring “Total Water” Water contamination testing in turbine and other industrial lubricants is an important part of a machinery condition monitoring program. The most widely accepted method, Karl Fischer titration (ASTM D664), is not easy to do on site and sending samples to an external laboratory may take several days. Infrared spectroscopy is easy, but traditional IR measurements for water fail to quantify any free or emulsified water that is present and will fail to detect moderate to severe water contamination. A new infrared spectroscopy method which combines easy sample preparation and a multivariate calibration delivers an accurate, repeatable total water measurement compared to Karl Fischer titration. Questions?? New IR Result: + + = Water = 5,838 ppm 25 26 5
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