Reciprocating compressor prognostics

Conference paper


Loukopoulos, P, Sampath, S, Plidis, P, Zolkiewski, G, Bennett, I, Duan, F, Sattar, TP and Mba, D (2017). Reciprocating compressor prognostics. CMSM 2017 7th International Congress Design and Modelling of Mechanical Systems. Hammamet, Tunisia 27 - 29 Mar 2017
AuthorsLoukopoulos, P, Sampath, S, Plidis, P, Zolkiewski, G, Bennett, I, Duan, F, Sattar, TP and Mba, D
TypeConference paper
Abstract

Reciprocating compressors are vital components in oil and gas industry though their maintenance cost can be high. The valves are considered the most frequent failing part accounting for almost half the maintenance cost. Condition Based Maintenance and Prognostics and Health Management which is based on diagnostics and prognostics principles can assist towards reducing cost and downtime while increasing safety and availability by offering a proactive means for scheduling maintenance. Although diagnostics is an established field for reciprocating compressors, there is limited information regarding prognostics, particularly given the nature of failures can be instantaneous. This paper compares several prognostics methods (multiple liner regression, polynomial regression, K-Nearest Neighbours Regression (KNNR)) using valve failure data from an operating industrial compressor. Moreover, a variation about Remaining Useful Life (RUL) estimation process based on KNNR is proposed along with an ensemble method combining the output of all aforementioned algorithms. In conclusion it is showed that even when RUL is relatively short given the instantaneous failure mode, good estimates are feasible using the proposed methods.

Keywordsreciprocating compressor; prognostics; instantaneous failure
Year2017
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Print27 Mar 2017
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Deposited15 Aug 2017
Accepted04 Jan 2017
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Mooring chain climbing robot for NDT inspection applications
Kimball, M, Amit, A, Gmerek, A, Collins, P, Wheateley, A, Shah, K, Liu, J, Dissanayake, M, Caroll, J, Plastropoulos, A, Karfakis, P, Virk, GS and Sattar, TP (2018). Mooring chain climbing robot for NDT inspection applications. Climbing and Walking Robots and Support Technologies for Mobile Machines CLAWAR 2018. Panama City, Panama 10 - 12 Sep 2018 World Scientific Publishing.
Towards safe inspection of long weld lines on ship hulls using an autonomous robot
Garrido, GG, Sattar, T, Corsar, M, James, R and Seghier, D (2018). Towards safe inspection of long weld lines on ship hulls using an autonomous robot. 21st International Conference on Climbing and Walking Robots (CLAWAR 2018). Panama 10 - 12 Sep 2018
Adaptable legged-magnetic adhesion tracked wheel robotic platform for misaligned mooring chain climbing and inspection
Dissanayake, M, Sattar, TP, Lowe, S, Pinson, I and Gan, T-H (2018). Adaptable legged-magnetic adhesion tracked wheel robotic platform for misaligned mooring chain climbing and inspection. Industrial Robot: An International Journal. https://doi.org/10.1108/IR-04-2018-0074
Automated Application of Full Matrix Capture to Assess the Structural Integrity of Mooring Chains
Dissanayake, M, Carswell, D, Corsar, M, Sattar, T, Lowe, S and Gan, T-H (2018). Automated Application of Full Matrix Capture to Assess the Structural Integrity of Mooring Chains. IEEE Access. 6. https://doi.org/10.1109/access.2018.2883378
Design and Optimization of Permanent Magnet Based Adhesion Module for Robots Climbing on Reinforced Concrete Surfaces
Howlader, MOF and Sattar, TP (2016). Design and Optimization of Permanent Magnet Based Adhesion Module for Robots Climbing on Reinforced Concrete Surfaces. in: Bi, Y, Kapoor, S and Bhatia, R (ed.) Intelligent Systems and Applications: Extended and Selected Results from the SAI Intelligent Systems Conference (IntelliSys) 2015 Springer. pp. 153-171
Multidimensional prognostics for rotating machinery: A review
Li, X, Duan, F, Mba, D and Bennett, I (2017). Multidimensional prognostics for rotating machinery: A review. Advances in Mechanical Engineering. 9 (2). https://doi.org/10.1177/1687814016685004
Robotics for Inspection and Decommissioning of Nuclear Power Plant
Sattar, TP (2017). Robotics for Inspection and Decommissioning of Nuclear Power Plant. Presentation to Integrity Management Group, TWI Ltd, Cambridge. Cambridge 08 Feb 2017
A comparative study of helicopter planetary bearing diagnosis with vibration and acoustic emission data
Zhou, L, Duan, F, Mba, D and Faris, E (2017). A comparative study of helicopter planetary bearing diagnosis with vibration and acoustic emission data. 2017 IEEE International Conference on Prognostics and Health Management (ICPHM). Dallas, TX, USA 19 - 21 Jun 2017 Institute of Electrical and Electronics Engineers (IEEE). pp. 246-251 https://doi.org/10.1109/ICPHM.2017.7998336
Using independent component analysis scheme for helicopter main gearbox bearing defect identification
Duan, F, Corsar, M, Zhou, L and Mba, D (2017). Using independent component analysis scheme for helicopter main gearbox bearing defect identification. 2017 IEEE International Conference on Prognostics and Health Management (ICPHM). Texas, USA 19 - 21 Jun 2017 Institute of Electrical and Electronics Engineers (IEEE). pp. 252-259 https://doi.org/10.1109/ICPHM.2017.7998337
A hybrid prognostic methodology for tidal turbine gearboxes
Elasha, F, Mba, D, Togneri, M, Masters, I and Teixeira, JA (2017). A hybrid prognostic methodology for tidal turbine gearboxes. Renewable Energy. 114, pp. 1051-1061. https://doi.org/10.1016/j.renene.2017.07.093
Combining Canonical Variate Analysis, Probability Approach and Support Vector Regression for Failure Time Prediction
Xiaochuan, L, Duan, F, Bennett, I and Mba, D (2017). Combining Canonical Variate Analysis, Probability Approach and Support Vector Regression for Failure Time Prediction. 2017 International Conference on Sensing, Diagnostics, Prognostics and Control. Shangai, China 16 - 18 Aug 2017
Plenary keynote: Monitoring Safety Critical Infrastructure with Mobile Robots
Sattar, T. (2017). Plenary keynote: Monitoring Safety Critical Infrastructure with Mobile Robots. Silva, M, Virk, GS, Tokhi, MO, Malheiro, B, Guedes, P and Ferreira, P (ed.) 20th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines. Porto, Portugal 11 - 13 Sep 2017 Singapore World Scientific Publishing. pp. 9-9 https://doi.org/10.1142/9789813231047_0004
Development of a novel crawler based robot for mooring chain climbing
Dissanayake, M, Howlader, MOF, Sattar, TP, Gan, T and Pinson, I (2017). Development of a novel crawler based robot for mooring chain climbing. 20th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR). Porto, Portugal 11 - 13 Sep 2017 Singapore World Scientific Publishing.
Non-destructive testing robots (NDTBOTS) for in-service storage tank inspection
Anvo, R, Sattar, TP, Gan, T and Pinson, I (2017). Non-destructive testing robots (NDTBOTS) for in-service storage tank inspection. Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR). Porto Polytechnic, Portugal 11 - 13 Sep 2017
Climbing Robots for NDT Applications
Al Rashed, M, Kimball, M, Vega, L, Vera, D, Soler, J, Correa, M, Garcia, A, Virk, GS and Sattar, TP (2017). Climbing Robots for NDT Applications. 20th International Conference on Climbing and Walking Robots and Support Technologies for Mobile Machines, CLAWAR 2017. Porto, Portugal 11 - 13 Sep 2017 World Scientific Publishing. https://doi.org/10.1142/9789813231047_0036
Integration and management of solar energy for electric vehicle charging station
Khan, A, Memon, S and Sattar, TP (2017). Integration and management of solar energy for electric vehicle charging station. Solar World Congress 2017 - Innovation for the 100% renewable energy transformation. Abu Dhabi, UAE 29 Oct - 02 Nov 2017
Non-Destructive Testing Robot Applications in Hazardous Environments
Sattar, TP (2017). Non-Destructive Testing Robot Applications in Hazardous Environments. Robots in Society: Current Robotics. London South Bank University, London 08 Nov 2017
Canonical Variable Analysis for Fault Detection, System Identification and Performance Estimation
Duan, F, Xiaochuan, L, Tariq, S, Ian, B and David, M (2017). Canonical Variable Analysis for Fault Detection, System Identification and Performance Estimation. Lecture Notes in Mechanical Engineering. 3, pp. 247-257. https://doi.org/10.1007/978-3-319-66697-6_25
Reciprocating compressor prognostics of an instantaneous failure mode utilising temperature only measurements
Loukopoulos, P, Zolkiewski, G, Bennet, I, Sampath, S, Pilidis, P, Duan, F, Sattar, TP and Mba, D (2017). Reciprocating compressor prognostics of an instantaneous failure mode utilising temperature only measurements. Applied Acoustics. 147, pp. 77-86. https://doi.org/10.1016/j.apacoust.2017.12.003
Tracked-wheel crawler robot for vertically aligned mooring chain climbing design:simulation and validation of a climbing robot for mooring chain
Dissanayake, M, Sattar, T, Howlader, O, Pinson, I and Gan, T-H (2017). Tracked-wheel crawler robot for vertically aligned mooring chain climbing design:simulation and validation of a climbing robot for mooring chain. IEEE International Conference on Industrial and Information Systems (ICIIS). Peradeniya, Sri Lanka 15 - 16 Dec 2017 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICIINFS.2017.8300423
A study on helicopter main gearbox planetary bearing fault diagnosis
Zhou, L, Duan, F, Corsar, M, Elasha, F and Mba, D (2017). A study on helicopter main gearbox planetary bearing fault diagnosis. Applied Acoustics. https://doi.org/10.1016/j.apacoust.2017.12.004
Miniaturization of Dipole Antenna for Low Frequency Ground Penetrating Radar
Howlader, MOF and Sattar, TP (2016). Miniaturization of Dipole Antenna for Low Frequency Ground Penetrating Radar. Progress In Electromagnetics Research C (PIER C). 61, pp. 161-170. https://doi.org/10.2528/pierc15103004
Feasibility study on using thioether as an emergency backup lubrication system on a large helicopter main gearbox
Duan, F, Tee, S, Corsar, M, Healey, A, Kleine-Beek, W and Mba, D (2016). Feasibility study on using thioether as an emergency backup lubrication system on a large helicopter main gearbox. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 231 (14). https://doi.org/10.1177/0954406216640573
Induction Motor Parameter Estimation Using Sparse Grid Optimization Algorithm
Duan, F, Zivanovic, R, Al-Sarawi, S and Mba, D (2016). Induction Motor Parameter Estimation Using Sparse Grid Optimization Algorithm. IEEE Transactions on Industrial Informatics. PP (99). https://doi.org/10.1109/TII.2016.2573743
Miniaturized dipole antenna development for low frequency ground penetrating radar (GPR) system
Howlader, OF and Sattar, TP (2016). Miniaturized dipole antenna development for low frequency ground penetrating radar (GPR) system. IET Colloquium on Antennas, Wireless and Electromagnetics. Glasgow, Scotland 26 - 26 May 2016 Institute of Engineering and Technology (IET). https://doi.org/10.1049/ic.2016.0040
Induction Motor Stator Fault Detection by a Condition Monitoring Scheme Based on Parameter Estimation Algorithms
Duan, F and Živanović, R (2016). Induction Motor Stator Fault Detection by a Condition Monitoring Scheme Based on Parameter Estimation Algorithms. Electric Power Components and Systems. 44 (10). https://doi.org/10.1080/15325008.2015.1089336
Canonical Variate Analysis for Performance Degradation under Faulty Conditions
Ruiz-Carcel, C, Lao, L, Cao, Y and Mba, D (2016). Canonical Variate Analysis for Performance Degradation under Faulty Conditions. Control Engineering Practice. 54, pp. 70-80. https://doi.org/10.1016/j.conengprac.2016.05.018
A comparative study of adaptive filters in detecting a naturally degraded bearing within a gearbox
Elasha, F, Mba, D and Ruiz-Carcel, C (2016). A comparative study of adaptive filters in detecting a naturally degraded bearing within a gearbox. Case Studies in Mechanical Systems and Signal Processing. 3, pp. 1-8. https://doi.org/10.1016/j.csmssp.2015.11.001
Helicopter Main Gearbox Bearing Defect Identification using Vibration and Acoustic Emission Techniques
Duan, F, Elasha, F, Greaves, M and Mba, D (2016). Helicopter Main Gearbox Bearing Defect Identification using Vibration and Acoustic Emission Techniques. P2016 IEEE International Conference on Prognostics and Health Management (ICPHM). Carleton University Ottawa, ON, Canada 20 - 22 Jun 2016 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICPHM.2016.7542856
Helicopter Main Gearbox Bearing Defect Identification with Acoustic Emission Techniques
Duan, F, Elasha, F, Mba, D and Bennett, I (2016). Helicopter Main Gearbox Bearing Defect Identification with Acoustic Emission Techniques. IEEE International Conference on Prognostics and Health Management. Ottawa, Canada 20 - 22 Jun 2016 Institute of Electrical and Electronics Engineers (IEEE).
Rotating machine prognostics using system-level models
Li, X, Duan, F, Mba, D and Bennett, I (2016). Rotating machine prognostics using system-level models. 2016 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE 2016) 2016 World Congress on Engineering Asset Management (WCEAM 2016). Jiuzhaigou, Sichuan, China 25 - 28 Jul 2016
Low Speed Bearing Condition Monitoring – A Case Study
Duan, F, Nze, I and Mba, D (2016). Low Speed Bearing Condition Monitoring – A Case Study. Proceedings of 2016 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE 2016) and 2016 World Congress on Engineering Asset Management (WCEAM2016). Jiuzhaigou, Sichuan, China 25 - 28 Jul 2016
Development of a Wall Climbing Robotic Ground Penetrating Radar System for Inspection of Vertical Concrete Structures
Sattar, TP, Howlader, MOF and Dudley, S (2016). Development of a Wall Climbing Robotic Ground Penetrating Radar System for Inspection of Vertical Concrete Structures. International Journal of Mechanical, Aerospace, Industrial, Mechatronic and Manufacturing Engineering. 10 (8), pp. 1346-1352.
Deployment of laser cutting head with wall climbing robot for nuclear decommissioning
Sattar, TP, Hilton, P and Howlader, MOF (2016). Deployment of laser cutting head with wall climbing robot for nuclear decommissioning. 19th International Conference on Climbing and Walking Robots and Support Technologies for Mobile Machines (CLAWAR 2016). London 12 - 14 Sep 2016 World Scientific Publishing.
A comparative study of the effectiveness of vibration and acoustic emission in diagnosing a defective bearing in a planetary gearbox
Elasha, F, Greaves, M, Mba, D and Duan, F (2016). A comparative study of the effectiveness of vibration and acoustic emission in diagnosing a defective bearing in a planetary gearbox. Applied Acoustics. 115, pp. 181-195. https://doi.org/10.1016/j.apacoust.2016.07.026
Fire suppression systems in aircraft: Their past, present & future
Benson, CM, Fernandez-Cerezo, G, Holborn, PG and Mba, D (2016). Fire suppression systems in aircraft: Their past, present & future. Fire Investigation. 1 (3), pp. 34-41.
Helicopter gearbox bearing fault detection using separation techniques and envelope analysis
Zhou, L, Duan, F, Mba, D, Corsar, M, Greaves, M, Sampath, S and Elasha, F (2016). Helicopter gearbox bearing fault detection using separation techniques and envelope analysis. Prognostics and System Health Management Conference (PHM-Chengdu), 2016. Chengdu, China 19 - 21 Oct 2016 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/PHM.2016.7819888
Dealing with missing data for prognostic purposes
Loukopoulos, P, Sampath, S, Pilidis, P, Zolkiewski, G, Bennett, I, Duan, F and Mba, D (2016). Dealing with missing data for prognostic purposes. Prognostics and System Health Management Conference. Chengdu, China 19 - 21 Oct 2016 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/PHM.2016.7819934
Using empirical mode decomposition scheme for helicopter main gearbox bearing defect identification
Duan, F, Corsar, M and Mba, D (2016). Using empirical mode decomposition scheme for helicopter main gearbox bearing defect identification. Prognostics and System Health Management Conference (PHM-Chengdu), 2016. Chengdu, China 19 - 21 Oct 2016 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/PHM.2016.7819829
Bearing signal separation of commercial helicopter main gearbox
Elasha, F, Greaves, M and Mba, D (2016). Bearing signal separation of commercial helicopter main gearbox. Procedia CIRP. 59, pp. 111-115. https://doi.org/10.1016/j.procir.2016.09.030
Safeguarding Safety Critical Infrastructure with Mobile Robot Inspectors , Opportunities and Challenges
Sattar, TP (2016). Safeguarding Safety Critical Infrastructure with Mobile Robot Inspectors , Opportunities and Challenges. International Conference on Sustainable Vital Technologies in Engineering and Informatics, BUE ACE1 2016. Cairo, Egypt 07 - 09 Nov 2016
Wireless Acoustic Emission Transmission System Designed for Fault Detection of Rotating Machine
Zhou, L, Duan, F and Mba, D (2016). Wireless Acoustic Emission Transmission System Designed for Fault Detection of Rotating Machine. Lecture Notes in Networks and Systems. 4, pp. 201-207. https://doi.org/10.1007/978-3-319-48725-0_19
Numerical fitting-based likelihood calculation to speed up the particle filter
Li, T, Sun, S, Corchado, JM, Sattar, TP and Si, S (2016). Numerical fitting-based likelihood calculation to speed up the particle filter. International Journal of Adaptive Control and Signal Processing. 30 (11), pp. 1583-1602. https://doi.org/10.1002/acs.2656
Challenges for the development of EFFICIENT - An Environmentally Friendly Fire Suppression System for Cargo using Innovative Green Technology
Fernandez-Cerezo, G, Benson, CM, Holborn, PG and Mba, D (2016). Challenges for the development of EFFICIENT - An Environmentally Friendly Fire Suppression System for Cargo using Innovative Green Technology. Institute of Fire Engineers RE16. Birmingham Nov 2016
A comparative study of adaptive filters and linear prediction in detecting a naturally degraded bearing within a gearbox; Case Studies in Mechanical Systems and Signal Processing
Elasha, F, Mba, D and Ruiz-Carcel, C (2015). A comparative study of adaptive filters and linear prediction in detecting a naturally degraded bearing within a gearbox; Case Studies in Mechanical Systems and Signal Processing. Case Studies in Mechanical Systems and Signal Processing. 3 (June), pp. 1-8. https://doi.org/10.1016/j.csmssp.2015.11.001
Non-destructive testing and condition monitoring with mobile wall climbing and swimming robots
Sattar, TP (2014). Non-destructive testing and condition monitoring with mobile wall climbing and swimming robots. 11th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies (CM 2014/MFPT 2014). Manchester, UK 10 - 12 Jun 2014 British Institute of Non-Destructive Testing (BINDT).
Comparison of MUSIC and ESPRIT DOA Estimation algorithms for Wireless Communications
Oumar, O A, Siyau, M F and Sattar, T. (2012). Comparison of MUSIC and ESPRIT DOA Estimation algorithms for Wireless Communications. The First International Conference on Future Generation Communication Technologies. London 12 - 14 Dec 2012