February ETM - Data and Visual Analytics in Subsea Asset Management

The Society for Underwater Technology invite you to the February 2026 Evening Technical Meeting:

The evening will focus on the following three topics:

1. SUBSEA INSPECTION SUPPORTED BY AI-DRIVEN COMPUTER VISION

by Andrew Mills, Wood

This presentation will summarise the development and validation of a Human-in-the-Loop (HITL) AI system designed to support subsea pipeline inspection by automating the initial screening of underwater imagery. Traditional inspection methods are labour-intensive and susceptible to human error due to fatigue.

The proposed solution leverages deep learning, specifically, a fine-tuned MobileNetV2 architecture- trained on a domain-expert-annotated dataset to triage images, deprioritising healthy assets and flagging potential anomalies for focused human review. The methodology addresses severe class imbalance through class weighting, a two-phase training strategy, and robust validation, ensuring reliable generalisation.

Operational flexibility is a core strength: the AI’s sensitivity can be tuned to meet specific risk profiles, from “Maximum Safety” mode (100% anomaly recall) to balanced configurations that reduce manual workload by up to 75%. The system’s impact includes drastically reduced inspection cycle times, improved consistency, and enhanced safety assurance, all while preserving essential human judgment. The HITL workflow enables continuous improvement through inspector feedback, laying the groundwork for scalable deployment and future evolution toward multi-class classification and real-time anomaly detection.

This work demonstrates a practical, scalable pathway for APAC operators to incorporate AI into their subsea equipment integrity management processes to achieve better outcomes - faster performance with lower risk profiles.

2. DATA AND VISUAL ANALYTICS IN SUBSEA ASSET MANAGEMENT

by Tim Stuart, Oceaneering

Modern subsea asset management increasingly relies on advanced data and visual analytics to drive safer, more efficient decision-making. Vision Subsea, built on the proven success of Vision Topside, uses engineering-grade point cloud data generated using information gathered during ROV operations to give engineers a measurable, contextual view of subsea asset integrity. This enables precise anomaly location identification, dimensional checks, and intervention planning.

At the core of this capability is ASVM (Advanced Subsea Visual Metrology), which captures high-quality images and 3D models that feed into Vision Subsea’s contextual platform. The proposed discussion will showcase real-world case studies to demonstrate how ASVM delivers exceptional accuracy and reliability in subsea inspections.

Once collected, this data addresses common integrity challenges such as fragmented drawings, static reports, and video lacking spatial context by consolidating inspection evidence into a single, measurable digital record. Delivered as a cloud application, Vision Subsea supports collaboration across integrity, inspection, and planning teams, reducing the need for repeat mobilizations, improving operational efficiency and ensuring decisions are made using accurate, up-to-date information.

3. VIBRATION SENSOR DATA ANALYSIS AND VISUALISATION FOR ASSET MANAGEMENT OF SUBSEA PIPELINES

by Margo St Quintin, SEA Global

Advances in subsea survey and monitoring technology have resulted in the ability to capture and store large volumes of data for subsea assets. The wealth of available data is not an end in itself; true benefits are realised when the data can be analysed and visualised to identify trends and patterns and used for improved integrity analysis and decision making.

For assets with large data sets, for example from vibration monitors (accelerometers) or installed UT arrays, the data types and volumes present a challenge for traditional methods of input data handling, analysis and reporting. The presentation will share data analytics and visualisation solutions for a subsea pipeline with vibration monitoring in place, showing the improvement in understanding of submarine pipeline behaviour and improved integrity analysis.

The examples demonstrate how visualisation techniques are used by engineers to better understand data, noise and trends, as well as for communication and to support confident decision making for integrity management.

Programme:

5.30 pm - 5.55 pm Registration

6.00 pm - 7.30 pm Presentations

7.30 pm - 8.30 pm Networking drinks & nibbles

For more information about the event visit our website.

Contact: SUT (08) 9481 0999 or [email protected]

Evening Technical Meetings cost:

Early Bird (For bookings up to 4th February 2026)

• $40 SUT Members
• $60 for Non-members
• $25 Student
• $160 for Corporate Member: Group Booking for 5pax**
• $290 for Corporate Member: Group Booking for 10pax**

Season Pass Registration (available for sale anytime)

• $175 for Members: 5-Ticket Season Pass*
• $290 for Non Members: 5-Ticket Season Pass*

* indicates registration for 5 consecutive Evening Meetings. You will automatically be registered for this ETM plus the following 4 Evening Meetings so further registration is not required. Should you be unable to attend one of these meetings then registration is transferable to another SUT member. To transfer a registration please email [email protected] with any changes to attendees.

** indicates registration for 5 or 10 places at this ETM.

Regular Registration (For bookings from 5th February 2026 until 2pm on 11th February 2026)

• $50 SUT Members
• $70 for Non-members
• $230 for Corporate Member: Group Booking for 5pax
• $440 for Corporate Member: Group Booking for 10pax

Late Registration/Onsite (For bookings after 2pm on 11th February 2026)

• $55 SUT Members
• $75 for Non-members

Terms & Conditions for this event:

SUT Evening Technical Meeting registrations are online and will be sold on a first come, first served basis.

To confirm your place at the above SUT Evening Technical Meeting, you must register and pay online prior to the event. As this event series has previously sold out, early registration is recommended. Please note, online registration closes at 2pm on the day (unless sold out prior).

Payment during the registration process (via credit card or invoice) is required in order to secure your place/s. If using credit card it will be deducted at the time of registration and an email confirmation and email receipt/tax invoice from Eventbrite will be forwarded to the stipulated email address. If invoice requested, it will be sent to your email address at time of registration and payment will be required within 14 days from receipt of invoice. If payment is not received within this time your registration may be cancelled.

*Registrations are editable online via your Eventbrite registration link until 2pm on the day.

Cancellations

Registrations are fully refundable up until 1 week prior to the event, after this point they are transferable to a nominated person. If not able to transfer no refunds will be offered.

Should our event be postponed due to government regulations surrounding COVID-19, attendees will have the option to have their ticket transferred to the postponed date or receive a full refund.

To confirm if your organisation is a Corporate Member please check the event flyer or visit www.sut.org/sut-pages/

1.5 CPD hours can be claimed for this event. Please keep the flyer and receipt for auditing purposes.

Should you have any questions please contact SUT on the above listed contact details.

For more information about the event visit our website.

Contact: SUT (08) 9481 0999 or [email protected]

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Host or Publisher Society for Underwater Technology - Perth Branch