Decision Analysis to Find the Best Solution to Overcome Instrumentation Problems by Using Analytic Hierarchy Process and SMART Method

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Published: Dec 27, 2022
DOI: https://doi.org/10.28932/jis.v5i2.4710
Keywords:
instrumentation system, value focus thinking

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Hatian Ojak Somonggal
Sekolah Bisnis dan Manajemen, Institut Teknologi Bandung, Bandung
Santi Novani
Sekolah Bisnis dan Manajemen, Institut Teknologi Bandung, Bandung

Abstract

The Laksmana offshore area is one of the oil field areas under Sumatera field. Laksmana offshore area produces 750 BOPD (Barrel Oil per Day). Instrumentation plays a vital role in the production process since it controls the Fluid Flow, level, and pressure. Based on the data collected from January 7th, 2020, to December 6th, 2020, there were 13 unplanned shutdowns caused by instrumentation system failures. This instrumentation systems failure can be grouped into three major categories: Air compressor failure, Instrumentation valve problems, and Instrument equipment malfunctions. Researchers attempted to stratify the problem using a Pareto diagram and find the root cause using a fishbone diagram and Failure Mode Effect Analysis. From the stratifying process, it was found that the company does not yet have any methods and facilities to monitor the condition of the compressor in real-time, so it is difficult to analyze and know the early signs of air compressor failure. The researcher conducted value-focused thinking with three members in a focus group discussion and generated four alternative solutions that can be used. The first alternative is installing the HMI (Human Machine Interface/SCADA) system. The second alternative is to purchase and use the S551 Data Logger. The third alternative is the assembly of own innovation tools made by the Laksmana’s worker, and the last is to appoint extra personnel for daily monitoring of the compressor. This research uses the Analytic Hierarchy Process (AHP) and Simple Multi-Attribute Rating Technique (SMART) methods to determine the best alternative and found that the own innovation tool is the best alternative. 

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How to Cite
Somonggal, H. O., & Novani, S. (2022). Decision Analysis to Find the Best Solution to Overcome Instrumentation Problems by Using Analytic Hierarchy Process and SMART Method. Journal of Integrated System, 5(2), 123–142. https://doi.org/10.28932/jis.v5i2.4710
Issue
Vol. 5 No. 2 (2022): Journal of Integrated System Vol. 5 No. 2 (Desember 2022)
Section
Articles
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References

Apollo Valves (2018) Common causes of valve leakages and how to prevent them. Available at: https://industrial.apollovalves.com/articles/common-causes-of-valve-leakages-and-how-to-prevent-them (Accessed: 21 February 2022).

Brunelli, M. (2014) Introduction to the analytic hierarchy process. New York: Springer.

Dugan, T. (2022) Compressed air dryer fundamentals – the last 25 yards. Available at: https://www.airbestpractices.com/ (Accessed: 21 February 2022).

Goodwin, P. and Wright, G. (2014) Decision analysis for management judgment. John Wiley & Sons.

Ilie, G. and Ciocoiu, C.N. (2010) ‘Application of fishbone diagram to determine the risk of an event with multiple causes’, Management Research and Practice, 2(1), pp. 1–20.

International Energy Forum (IEF) (2022) The 12th IEA-IEF-OPEC symposium on energy outlooks. Available at: https://www.ief.org/events/12th-iea-ief-opec-symposium-on-energy-outlooks#ief-report.

Kasie, F.M. (2013) ‘Combining simple multiple attribute rating technique and analytical hierarchy process for designing multi-criteria performance measurement framework’, The Global Journal of Researches in Engineering: Industrial Engineering, 13(1), pp. 15–30.

Keeney, R.L. (1996) Value-focused thinking: a path to creative decisionmaking. Cambridge: Harvard University Press.

Pertamina EP (2017) Tata kerja organisasi manajemen risiko operasi rev.3. Jakarta.

Pertamina EP (2018) Tata kerja individu penentuan prioritas root cause dengan metode failure mode & effect analysis (FMEA) untuk continuous improvement program. Jakarta.

Saaty, T.L. and Vargas, L.G. (2012) ‘The seven pillars of the analytic hierarchy process’, in Models, methods, concepts & applications of the analytic hierarchy process. Boston, MA: Springer, pp. 23–40.

SafetyCulture (2022) A comprehensive guide to the 5W1H method. Available at: https://safetyculture.com/ (Accessed: 11 July 2022).

SCADA International (2021) What is SCADA? Available at: https://scada-international.com/what-is-scada (Accessed: 10 July 2022).

Semtech (2022) What Is LoRa®? Available at: https://www.semtech.com/ (Accessed: 21 February 2022).

Siregar, D. et al. (2017) ‘Research of simple multi-attribute rating technique for decision support’, Journal of Physics: Conference Series, 930(1). Available at: https://doi.org/10.1088/1742-6596/930/1/012015.

Smith, G.M. (2020) What is a data logger (datalogger) - the ultimate guide. Available at: https://dewesoft.com/daq/what-is-data-logger (Accessed: 10 July 2022).