In industry, pipeline transportation is an unavoidable medium for transporting energy fluids from one region to another (Reber et al. 2002; Qin et al. 2020; Durai et al. 2022; Jiang et al. 2018). Because it is an effective and efficient method of transporting the fluids in a fast manner with continuous flow over long distances. In addition, pipeline transportations have some good advantages such as cost, environmental impact, energy consumption, land consumption, etc. (Zelmati et al. 2017; Wang et al. 2021; Pluvinage et al. 2018; Hadj Meliani et al. 2017). In general, carbon steel pipes are widely used to supply fluids such as oil, gas, and water in homes and hazardous environments. It has excellent mechanical properties, such as good hardness, high strength, good resistance to wear, better fabricability, the economic, acceptable limit of corrosion, and it withstands elevated pressure conditions compared to other materials in the pipe (Zelmati et al. 2022). According to the statistics report of transportation distance of oil and natural gas pipelines in Taiwan in the year, 2018 is about 15,700 kilometers, and most of them are buried underground. Which is based on the substance they carry, it can be either buried under the ground or kept exposed to the atmosphere. So these kinds of pipelines are prone to more damage than the exposed pipe due to the prevailing environmental conditions and transferring materials (Psyrras et al. 2018 and Rahman et al 2012). It causes defects such as corrosion and siltation of the pipeline, resulting in accidental leakage in the pipeline correspondingly stopping the materials supply and environmental pollution (Rajani et al. 2004 and O’Day et al. 1986). In addition, when transporting water via a pipe, 35–60 percent of the water was wasted due to a pipeline failure (Doglione et al. 1998). And any other type of transportation like petrochemical substances and gas are extremely costly, including repair costs (Colombo et al. 2002). Therefore, if the defect was not detected early, it will cause more economic losses and pollution to the environment.
Non-destructive testing method (NDT) is a modern engineering technology that uses light, sound, electricity, magnetism, etc., to detect internal and external defects without destroying the structural materials or components (McCann et al. 2001 and Krause et al. 1997). After detection, the relevant signals, images, and parameters are collected and followed by appropriate processing such as analysis, judgment, and evaluation (Kim et al. 2102). Every specific application of the NDT method of ultrasonic technique can detect the parameters by the development of a wave generator. Thereby, ultrasonic technique has been used for a wide range of applications in the fields of machinery and civil engineering to measure the thickness and internal defects of metal blocks, which includes the thickness of concrete slabs, depth of concrete surface cracks, and inaccessible regions and so on (Watanabe et al. 2014 and Ma et al. 2022). A simple piezoelectric transducer was used in pipeline inspection gauges (PIGs) for the analysis of automatic carbon steel pipeline due to its simple structure, cost, and sensitivity (Kumar et al. 2022). Because ultrasonic waves are more attractive efficient and more sensitive than the other traditional NDT methods. Ultrasound detection methods also have some limitations related to the material, environment, location, and aqueous solution (Galvagni et al. 2011 and jia et al. 2022). In most cases, the inner tube was heavily corroded due to the chemicals it carried. During this period, external assessments are less effective than internal inspections. Therefore, in this study, a submerged ultrasonic transducer is used to analyze defect depths with proper defect reflections in the internal pipe.
The purpose of this research is to establish an ultrasonic non-destructive inspection system, measure the thickness of the pipe wall, location, and depth of the simulated defects, and perform the inspection in an appropriate manner. This pipeline data is measured with a single underwater probe by measuring the time-of-flight (TOF) of ultrasonic waves between pipe surface and transducer. Then the LabVIEW software is used to analyze the location of metal losses on the pipeline surface from the acquired signal. Finally, a full-scale 3D surface map of the pipeline will be plotted.
Experimentation
Figure 1 shows the working setup of the ultrasonic flaw detection system in this study. A six-inch carbon steel pipe was used for non-destructive inspection. This pipe is 1.5m long and 11mm thick. To evaluate the performance of the robot system, we created artificial defects on internal and external surfaces, such defects are holes and grooves. The test equipment is a submerged ultrasonic probe. The carrier device must be underwater to facilitate ultrasonic transmission. It is manufactured by 3D printing melt deposition modeling (FEM) technology using a Polylactic acid (PLA) filament material. It has excellent mechanical characteristics and reduces the total weight of the robot system compared to the metal chassis. The movement of the robot makes it freely inside the measured pipe by the arrangements of rolling wheels at end of both carrier systems. In this study, the carrier is designed a rectangular shape with a length of 160mm, a width of 40mm, and a height of 40mm. And 34mm hole was designed in the middle for the ultrasonic probe to be inserted, and 11mm is reserved for the water distance between the probe and the pipe wall. Later on, the developed defect will be measured, both internal and external environment to the pipe surface through a submerged ultrasonic probe. Once the transducer receives the signal from the reflection surfaces, the oscilloscope can collect the data. Then LABVIEW program was used to extract the results in the form of 2D and 3D images. Finally, the defects were clearly located by 3D images and waveform graphs.
Artificial Defects
The ultrasonic detection system of this study mainly evaluates carbon steel pipe for pressure piping of simulated petrochemical pipeline. The pressure grade of the selected pipe is SCH80 and the thickness is about 11mm. According to the national standard material, the corresponding pipe material is STPG370. In general, pipeline defects are complex and diverse. The internal and external pipeline defects are caused by external forces or corrosion. In order to simulate the environmental impact of long-distance underground pipelines, different sets of defects with various sizes are designed. Therefore, this research was designed with three different sets of defects, then processed for inspection. Aiming at a 6-inch carbon steel pipe with SOLIDWORKS drawing to design the pipeline defects, the diameter of the circular holes is 3mm, 6mm, 9mm, the internal groove length of the pipeline is 20mm, width is 15mm, and the depth is 1mm, 3mm, 5mm, 7mm, 9mm, the outer groove length of the pipe is 20mm, width is 15mm, and the depth is 1mm, 3mm, 5mm, 7mm, and 9mm of different depth was designed, as shown in Fig. 2.