Scientific Contributions Oil and Gas
Vol 49 No 2 (2026)

Multi-objective Optimization of Risk-Based Inspection Planning for Oil and Gas Piping Systems Using NSGA-II Algorithm

Tri Wahono (Institut Teknologi Sepuluh Nopember)
Endah R.M. Putri (Institut Teknologi Sepuluh Nopember)
Imam Mukhlash (Institut Teknologi Sepuluh Nopember)
Agung Purniawan (Institut Teknologi Sepuluh Nopember)



Article Info

Publish Date
26 Jun 2026

Abstract

The systematic examination of piping is essential for the successful implementation of risk-based inspection. The ineffective execution of this activity increases the risk of equipment failure and unnecessary costs. Therefore, this study aims to address the challenge of optimizing inspection planning for oil and gas piping systems within budgetary and operational constraints. The most effective inspection methods are selected to determine the optimal inspection interval. A multi-objective optimization model based on the non-dominated sorting genetic algorithm-II is applied to simultaneously minimize the probability of failure and optimize total inspection costs. The adopted methodology, which differs from traditional methods, eliminates reliance on predefined risk thresholds and explicit failure-consequence evaluations by directly incorporating inspection costs. Additionally, the best-performing model achieves an efficient solution by reducing the total probability of failure from 1.631 10-1 to 0.8975 10-1. The application model further provides a robust decision-support tool for efficient inspection planning, increases inspection effectiveness, and reduces the risk of failure. These developments form the basis for effective decision-making to support the implementation of asset integrity management through efficient inspection planning.

Copyrights © 2026






Journal Info

Abbrev

SCOG

Publisher

Subject

Chemical Engineering, Chemistry & Bioengineering Energy

Description

The Scientific Contributions for Oil and Gas is the official journal of the Testing Center for Oil and Gas LEMIGAS for the dissemination of information on research activities, technology engineering development and laboratory testing in the oil and gas field. Manuscripts in English are accepted from ...