5. Final Remarks and Conclusion Vibroacoustic Technology is an efficient and cost-ef- fective method for real-time spotting of leakages and TPI incidents. The system's adaptability in design, ret- rofit convenience, extensive event detection capabil- ities, and support for pipeline operations with mini- mal sensors showcase its prowess. This adaptability extends to challenging environmental and remote scenarios, further solidifying its installation viability. The innovative data-driven approach employed in this system has yielded remarkable results, achieving an outstanding accuracy rate of up to 99%. This excep- tional level of precision allows us to attain a very reli- able and robust system. One of the key advantages of this data-driven approach is its resilience in the face of challenges that traditional systems might encoun- ter. By relying on data for decision-making, this solu- tion effectively minimizes vulnerabilities to delays and downtime. This is a significant step forward in ensur- ing uninterrupted and consistent system performance. The robustness of this approach can be attributed to its ability to adapt and learn from the data it processes. In the face of changing conditions or unforeseen events, the system can continuously improve its performance, making it highly reliable in dynamic and real-world scenarios. As a result, it can provide a consistent and dependable service, even in situations where tradi- tional, rule-based systems might falter. Pipeline Technology Journal - 4/2023 RESEARCH • DEVELOPMENT • TECHNOLOGY 15 In conclusion, the data-driven approach presented in this solution, with its exceptional accuracy and re- silience to delays or downtime, represents a ground- breaking shift in the world of monitoring systems. References 1. Dalmazzone, G. M., De Lorenzo, G., Giunta G., 2016, System and met- 2. hod for the continuous detection of impacts on pipelines for the transportation of fluids, particularly suitable for underwater pipeli- nes, ENI S.p.A, Patent US9267648B2 (2016), EP2483656B1 (2017). Giunta, G., Bernasconi, G., 2017a, Method and system for continuous remote monitoring of the integrity of pres- surized pipelines and properties of the fluids transpor- ted, Patent EP2936106B1 (2017), US10401254B2 (2019). 3. Giunta, G., Bernasconi, G., 2017b, Method and system for the re- mote detection of the position of a pig device inside a pressu- rized pipeline, EP2935969B1 (2017), US9897243B2 (2018). 4. Giunta, G., Bernasconi, G., Del Giudice, S. 2017c, Method and system for the continuous remote tracking of a pig de- vice and detection of anomalies inside a pressurized pipe- line, EP294485700B1 (2017), US10132823B2 (2018). 5. Marino, M., Chiappa, F., and Giunta G. 2019. Anticipating bun- kering events: notable cases evidence using Vibroacoustic Leak Detection Technology to detect precursors. Paper presented at the 14th Pipeline Technology Conference, Berlin, Germany. 6. Marino, M., Chiappa, F., and Giunta, G. 2020. Versatile Technology for Leak Detection, Third Party Interference and Integrity Assessment Applications: Vibroacoustics. Pipeline Technology Journal 7. Marino, M., Chiappa, F., and Giunta, G. 2020. Pipeline integrity as- sessment applications by using vibroacoustic technology. Paper pre- sented at the 15th Pipeline Technology Conference, Berlin, Germany. 8. Marino, M., Chiappa, F., Giunta, G. 2021. A vibroacoustic integrated tech- nology for the detection of a wide spectrum of illegal activities. Paper presented at the 16th Pipeline Technology Conference, Berlin, Germany. 9. Marino, M., Del Giudice, S., Chiappa, F., Giunta, G. 2022. Applications of Vibroacoustic Technology to support pipeline assets re-use, in- tegrity management and energy transition projects. Paper presen- ted at the 17th Pipeline Technology Conference, Berlin, Germany. 10. Marino, M., Gomes, A.P., Del Giudice, S., Giunta, G. 2023. Integration of multiple Leak Detection Technologies into a single Advanced Leak Detection System. Paper presented at the 18th Pipeline Technology Conference, Berlin, Germany. 11. Marino, M., Del Giudice, S., Chiappa, F., Giunta, G. 2022. Advanced Leak Detection Applications for Pipeline Integrity Management using Vibroacoustic Technology. Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference. 12. Marino, M., Gomes, A.P., Reynaud J., Ekpikie, O., Giunta, G. 2023. Detection of Leakage and Illicit Tapping by Means of Vibroacoustic Technology in a Challenging Regional Scenario. Paper presented at the Abu Dhabi International Petroleum Exhibition and Conference. Authors Massimiliano Biagini Enivibes Team Leader Signal Processing and AI Division massimiliano.biagini@enivibes.com Ana Paula Gomes Enivibes Business Developer ana.gomes@enivibes.com Fabio Chiappa Enivibes R&D Manager fabio.chiappa@enivibes.com