Performability and Sensitivity Analysis of the Three Pumps of a Desalination Water Pumping Station

Performability and Sensitivity Analysis of the Three Pumps of a Desalination Water Pumping Station

  IJETT-book-cover           
  
© 2023 by IJETT Journal
Volume-71 Issue-1
Year of Publication : 2023
Author : Syed Mohd Rizwan, Kajal Sachdeva, Senguttuvan Alagiriswamy, Yaqoob Al Rahbi
DOI : 10.14445/22315381/IJETT-V71I1P225

How to Cite?

Syed Mohd Rizwan, Kajal Sachdeva, Senguttuvan Alagiriswamy, Yaqoob Al Rahbi, "Performability and Sensitivity Analysis of the Three Pumps of a Desalination Water Pumping Station," International Journal of Engineering Trends and Technology, vol. 71, no. 1, pp. 283-292, 2023. Crossref, https://doi.org/10.14445/22315381/IJETT-V71I1P225

Abstract
The individual performance of the three pumps of a system distributing the desalinated water is analyzed. Three pumps are being used to supply the potable water to the end users after getting treated at the desalination plant. To ensure the continuous operation of the pumps to avoid water supply disruption, it is of utmost importance to monitor and maintain the operational capabilities of all three pumps. Maintenance data for five years on different failure reasons have been collected, which also includes the restoration and waiting times to bring the pumps back into operation. The main objective is to compare the operational capabilities of each of the three pumps to establish which pump is the least performing and needs attention to improve upon the entire system. Markov and regenerative processes have been used in the analysis to obtain the performance indicators of the three pumps in terms of reliability & availability. Sensitivity analysis has also been performed to establish the significance of different parameters on the reliability outcomes.

Keywords
Reliability, Desalination, Pumping station, Markov processes, Regenerative processes, Sensitivity analysis.

References
[1] G S. Mokaddis, S. W. Labib, and A.M. Ahmed, “Analysis of a Two-Unit Warm Standby System Subject to Degradation,” Microelectron Reliability, vol. 37, no. 4, pp. 641-648, 1997. Crossref, https://doi.org/10.1016/S0026-2714(96)00070-4
[2] Xiaohu Li, and Jing Chen, “Aging Properties of the Residual Life Length of K-Out-of-N System with Independent but Non-Identical Components,” Applied Stochastic Models in Business and Industry, vol. 20, no. 2, pp. 143-153, 2004. Crossref, https://doi.org/10.1002/asmb.507
[3] Syed Mohd Rizwan, and K P. Ramachandran, “Reliability Modeling Strategy of an Industrial System,” Proceedings of IEEE Conference Publications of Computer Society, First International Conference on Availability, Reliability and Security (ARES’06), pp. 625-630, 2006. Crossref, https://doi.org/10.1109/ARES.2006.107
[4] Zuhair A. Al Hemyari, and Rizwan Syed Mohd, “Reliability Analysis of a Two Unit System,” IEEE International Conference on Industrial Engineering and Engineering Management, pp. 1265-1268, 2007. Crossref, https://doi.org/10.1109/IEEM.2007.4419395
[5] Parashar Bhupender, and Taneja Gulshar, “Reliability and Profit Evaluation of A PLC Hot Standby System Based on Master Slave Concept and Two Types of Repair Facilities,” IEEE Transaction Reliability, vol. 56, no. 3, pp. 534–53, 2007. Crossref, https://doi.org/10.1109/TR.2007.903151
[6] Gupta Sorabb, and Tewari Puran C, “Simulation Modeling and Analysis of a Complex System of a Thermal Power Plant,” Journal of Industrial Engineering and Management, vol. 2, no. 2, pp. 387–406, 2009. Crossref, https://doi.org/10.3926/jiem..v2n2.p387-406
[7] Mathew Ag et al., “MTSF and Availability of a Two-Unit CC Plant,” 3rd International Conference on Modeling, Simulation, and Applied Optimization, pp. 1-5, 2009.
[8] Mathew A.G. et al., “Reliability Modelling and Analysis of a Two-Unit Continuous Casting Plant,” Journal of the Franklin Institute, vol. 348, no. 7, pp. 1488-1505, 2011. Crossref, https://doi.org/10.1016/j.jfranklin.2010.04.016
[9] Mathew A.G. et al., “Reliability Analysis of an Identical Two-Unit Parallel CC Plant System Operative with Full Installed Capacity,” International Journal of Performability Engineering, vol. 7, no. 2, pp. 179-187, 2011. Crossref, https://doi.org/10.23940/ijpe.11.2.p179.mag
[10] Mathew, A.G. et al., “Comparative Analysis Between Profits of the two Models of a CC Plant,” International Conference on Modeling, Optimization, and Computing, vol. 1298, no. 1, pp. 226-231, 2010. Crossref, https://doi.org/10.1063/1.3516306
[11] Rizwan, S. M., Padmavathi, N., and Taneja, G., “Cost Benefit Analysis of a Desalination Unit,” International Conference on Mathematics and Soft Computing, Panipat, Haryana, India, pp. 139-142, 2010.
[12] Rizwan, S. M., Thanikal, J., and Torrijos, M., “A General Model for Reliability Analysis of a Domestic Wastewater Treatment Plant,” International Journal of Condition Monitoring and Diagnostic Engineering Management, vol. 17, no. 3, pp. 3-6, 2014.
[13] Rizwan S. M., and Thanikal, J., Reliability Analysis of a Wastewater Treatment Plant with Inspection,” I-Manager’s Journal on Mathematics, vol. 3, no. 2, pp. 21-26, 2014.
[14] Padmavathi N et al., “Probabilistic Analysis of a Seven-Unit Desalination Plant with Minor / Major Failures and Priority Given to Repair Over Maintenance,” Arya Bhatta Journal of Mathematics and Informatics, vol. 6, no. 1, pp. 219-230, 2014.
[15] Upasana Sharma, Rekha, and Gulshan Taneja, “Analysis of a Two Standby Oil Delivering System with a Provision of Switching over to Another System at Need to Increase the Availability,” Journal of Mathematics and Statistics, vol. 7, no. 1, pp. 57–60, 2011. Crossref, https://doi.org/10.3844/jmssp.2011.57.60
[16] Upasana Sharma, and Jaswinder Kaur, “Availability Analysis of a Standby System with Three Types of Failure Categories,” IOSR Journal of Mathematics, vol. 10, no. 2, pp. 23-28, 2014. Crossref, https://doi.org/10.9790/5728-10242328
[17] Sharma, U., and Kaur, J., “Comparative Study of Standby Compressor Systems with and without Provision of Priority to Failed Compressor Unit,” International Journal of Applied Mathematics & Statistical Sciences, vol. 3, no. 6, pp. 1-8, 2014.
[18] Ravinder Kumar, Avdhesh Sharma, and Puran Chandra Tewari, “Performance Modeling of Furnace Draft Air Cycle in a Thermal Power Plant,” International Journal of Engineering Science and Technology, vol. 3, no. 8, pp. 6792–6798, 2011.
[19] Bhatia PK et al., “Reliability Modelling of a 3-unit (induced draft fan) Cold Standby System Working at Full/Reduced Capacity,” International Journal of Mathematical Archive, vol. 3, no. 10, pp. 3737—3744, 2012.
[20] Bhupender Parashar, Anjali Naithani, and Pradeep Kumar Bhatia, “Analysis of a 3-Unit Induced Draft Fan System with One Warm Standby,” International Journal of Engineering Science and Technology, vol. 4, no. 11, pp. 4620–4628, 2012.
[21] Mangey Ram, and S. B. Singh, “Cost Benefit Analysis of a System Under Head of-line Repair Approach using Gumbel Hougaard Family Copula,” Mathematical Sciences Research Journal, vol. 5, no. 2, pp. 105-118, 2012.
[22] Bhardwaj, R. K., and Singh, R., “Semi Markov Approach for Asymptotic Performance Analysis of a Standby System with Server Failure,” International Journal of Computer Applications, vol. 98, no. 3, pp. 9-14, 2014.
[23] Sanjay Gupta, and Suresh Kumar Gupta, “Stochastic Analysis of a Reliability Model of One-Unit System with Post Inspection, Post Repair, Preventive Maintenance and Replacement,” International Journal of Mechanical Engineering and Robotics Research, vol. 2, no. 2, pp. 178-188, 2013.
[24] Ram Niwas, M. S. Kadyan, and Jitender Kumar., “MTSF and Profit Analysis of a Single Unit System with Inspection for Feasibility of Repair Beyond Warranty,” International Journal of System Assurance Engineering and Management, vol. 7, no. 1, pp. 198-204, 2014. Crossref, https://doi.org/10.1007/s13198-015-0362-6
[25] S. M Rizwan et al., “Reliability Analysis of a Seven Unit Desalination Plant with Shutdown During Winter Season and Repair / Maintenance on FCFS Basis,” International Journal of Performability Engineering, vol. 9, no. 5, pp. 523-528, 2013. Crossref, https://doi.org/10.23940/ijpe.13.5.p523.mag
[26] Rizwan, S. M., Thanikal, J., and Torrijos, M., “A General Model for Reliability Analysis of a Domestic Wastewater Treatment Plant,” International Journal of Condition Monitoring and Diagnostic Engineering Management, vol. 17, no. 3, pp. 3-6, 2014.
[27] Rizwan, S. M. et al., “Reliability & Availability Analysis of an Anaerobic Batch Reactor Treating Fruit and Vegetable Waste,” International Journal of Applied Engineering Research, vol. 10, no. 24, pp. 44075-44079, 2015.
[28] Padmavathi, N., Rizwan, S. M., and Senguttuvan, A., “Comparative Analysis between the Reliability Models Portraying Two Operating Conditions of a Desalination Plant,” International Journal of Core Engineering & Management, vol. 1, no. 12, pp. 1-10, 2015.
[29] Yaqoob Al Rahbi et al., “Reliability Analysis of a Subsystem in Aluminum Industry Plant,” Proceeding 6th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), pp. 199-203, 2017. Crossref, https://doi.org/10.1109/ICRITO.2017.8342424
[30] Yaqoob Al Rahbi et al., “Reliability Analysis of Rodding Anode Plant in Aluminum Industry,” International Journal of Applied Engineering Research, vol. 12, no. 16, pp. 5616-5623, 2017.
[31] Yoqoob Al Rahbi et al., “Reliability Analysis of a Subsystem in Aluminum Plant,” Proceeding of 6th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO) IEEE Conference, pp. 203-207, 2017. Crossref, https://doi.org/10.1109/ICRITO.2017.8342424
[32] Yoqoob Al Rahbi et al., “Maintenance Analysis of a Butt Thimble Removal Station in Aluminum Plant,” International Journal of Mechanical Engineering and Technology, vol. 9, no. 4, pp. 695-703, 2018.
[33] Yoqoob Al Rahbi et al., “Reliability Analysis of Rodding Anode Plant in An Aluminum Industry with Multiple Repairmen,” Advances and Applications in Statistics, vol. 53, no. 5, pp. 569-597, 2018. Crossref, https://doi.org/10.17654/AS053050569
[34] Yoqoob Al Rahbi et al., “Reliability Analysis of a Rodding Anode Plant in Aluminum Industry with Multiple Units’ Failure and Single Repairman,” International Journal of System Assurance Engineering and Management, vol. 10, no. 1, pp. 97-109, 2019. Crossref, https://doi.org/10.1007/s13198-019-00771-3
[35] Yoqoob Al Rahbi et al., “Reliability Analysis of Multiple Units with Multiple Repairmen of Rodding Anode Plant in Aluminum Industry,” Advances and Applications in Statistics, vol. 54, no. 1, pp. 151-178, 2019. Crossref, https://doi.org/10.17654/AS054010151
[36] Yaqoob Al Rahbi, and Rizwan, S. M., “A Comparative Analysis Between the Models of a Single Component with Single Repairman & Multiple Repairmen of an Aluminum Industry,” International Conference on Computational Performance Evaluation, pp. 132-135, 2020. Crossref, https://doi.org/10.1109/ComPE49325.2020.9200048
[37] M.S. Barak, Neeraj, and Sudesh K. Barak, “Profit Analysis of a Two-Unit Cold Standby System Model Operating Under Different Weather Conditions” Life Cycle Reliability and Safety Engineering, vol. 7, pp. 173-183, 2018. Crossref, https://doi.org/10.1007/s41872-018-0048-6
[38] M.S. Barak, Dhiraj Yadav, and Sudesh K. Barak, “Stochastic Analysis of Two-Unit Redundant System with Priority to Inspection Over Repair,” Life Cycle Reliability and Safety Engineering, vol. 7, pp. 71-79, 2018. Crossref, https://doi.org/10.1007/s41872-018-0041-0
[39] Jinting Wang, Xie Nan, and Nan Yang, “Reliability Analysis of a Two Dissimilar-Unit Warm Standby Repairable System with Priority in Use," Communications in Statistics-Theory and Methods, vol. 50, no. 4, pp. 792-814, 2019. Crossref, https://doi.org/10.1080/03610926.2019.1642488
[40] Ibrahim Yusuf, Bashir Yusuf, and Kabir Suleiman, “Reliability Assessment of a Repairable System Under Online and Offline Preventive Maintenance," Life Cycle Reliability and Safety Engineering, vol. 8, pp. 391-406, 2019. Crossref, https://doi.org/10.1007/s41872-019-00094-z
[41] Drishty Goyal et al., “Reliability, Maintainability and Sensitivity Analysis of Physical Processing Unit of Sewage Treatment Plant,” SN Applied Science, vol. 1, pp. 1507, 2019. Crossref, https://doi.org/10.1007/s42452-019-1544-7
[42] Nivedita Gupta, Monika Saini, and Ashish Kumar, “Operational Availability Analysis of Generators in Steam Turbine Power Plants,” SN Applied Science, vol. 2, pp. 779, 2020. Crossref, https://doi.org/10.1007/s42452-020-2520-y
[43] Narender Singh, Dalip Singh, and Ashok kumar Saini, “Cost-Benefit Analysis of Two Non-Identical Units’ Cold Standby System Subject to Heavy Rain with Partially Operative After Repair,” Global Journal of Pure and Applied Mathematics, vol. 13, pp. 137-147, 2017.
[44] Taj, SZ. et al., “Probabilistic Modelling and Analysis of a Cable Plant Subsystem with Priority to Repair Over Preventive Maintenance,” I-Manager’s Journal on Mathematics, vol. 6, no. 3, pp. 12-21, 2017. Crossref, https://doi.org/10.26634/jmat.6.3.13649
[45] Taj, SZ. et al., “Reliability Analysis of a Single Machine Subsystem of a Cable Plant with Six Maintenance Categories,” International Journal of Applied Engineering Research, vol. 12, no. 8, pp. 1752-1757, 2017.
[46] Taj, SZ et al., “Reliability Modeling and Analysis of a Single Machine Subsystem of a Cable Plant,” Proceedings of 7th International Conference on Modeling, Simulation, and Applied Optimization, pp. 1-4, 2017. Crossref, https://doi.org/10.1109/ICMSAO.2017.7934917
[47] Taj, SZ. et al., “Performance Analysis of a Rod Breakdown System,” International Journal of Engineering and Technology, vol. 7, no. 3.4, pp. 243-248, 2018. Crossref, https://doi.org/10.14419/ijet.v7i3.4.16782
[48] Taj, SZ. et al., “Performance and Cost Benefit Analysis of a Cable Plant with Storage of Surplus Produce,” International Journal of Mechanical Engineering and Technology, vol. 9, no. 8, pp. 814-826, 2018. [Online]. Available: http://iaeme.com/Home/issue/IJMET?Volume=9&Issue=8
[49] Taj, SZ et al., “Profit Analysis of a Cable Manufacturing Plant Portraying the Winter Operating Strategy,” International Journal of Mechanical Engineering and Technology, vol. 9, no. 11, pp. 370-381, 2018. [Online]. Available: http://www.iaeme.com/ijmet/issues.asp?JType=IJMET&VType=9&IType=11
[50] Taj, SZ. et al., “Reliability Analysis of A 3-Unit Subsystem of a Cable Plant,” Advances and Applications in Statistics, vol. 52, no. 6, pp. 413-429, 2018. Crossref, https://doi.org/10.17654/AS052060413
[51] Taj, SZ., Rizwan, S. M., and Taneja, G., “Reliability Analysis of a Wire Drawing System with Mandatory Rest Period,” International Journal of Mechanical Engineering and Technology, vol. 9, no. 4, pp. 1-10, 2018. [Online]. Available: http://iaeme.com/Home/issue/IJMET?Volume=9&Issue=4
[52] Taj, SZ. et al., “Three Reliability Models of a Building Cable Manufacturing Plant: A comparative Analysis,” International Journal of System Assurance Engineering and Management, vol. 11, pp. 239-246, 2020. Crossref, https://doi.org/10.1007/s13198-020-01012-8
[53] Sachdeva, Kajal, Taneja, Gulshan, and Manocha, Amit, “Sensitivity and Economic Analysis of an Insured System with Extended Conditional Warranty,” Reliability: Theory & Applications, vol. 17, no. 3, pp. 315-327, 2022.
[54] Syed Mohd Rizwan et al., "Reliability Analysis of a Three-unit Pumping System," International Journal of Engineering Trends and Technology, vol. 70, no. 6, pp. 24-31, 2022. Crossref, https://doi.org/10.14445/22315381/IJETT-V70I6P203