_ The offshore energy sector is undergoing a transformative shift driven by the dual imperatives of decarbonization and digitalization. A broad array of emerging technologies is advancing from conceptual phases to real-world deployment, enabling safer, cleaner, and more-efficient offshore operations. Revamping efforts for legacy offshore platforms are integrating real-time monitoring systems and artificial-intelligence (AI) -driven analytics to ensure asset integrity and extend operational life, supporting both traditional and renewable energy initiatives. Novel structural design methods—such as disruptive fixed jacket-type frameworks and truss tower configurations—are being explored to accommodate larger renewable installations, including floating wind and tension leg platforms. Digital technologies are central to this transition. AI-powered video systems are enhancing operational visibility and safety, while machine-learning models are being applied to soil-resistance prediction, construction-barge performance, and even forecasting ocean spot and forward prices. These innovations are moving from pilot phases into field trials, reflecting growing confidence in data-driven decision-making offshore. Decommissioning technologies are also evolving, with reverse reeling techniques and advanced floating production, storage, and offloading disconnection planning enabling safer and more environmentally responsible end-of-life procedures. At the same time, flexible pipe certification for CO2 transport and the deployment of hydrogen/battery hybrid systems on repurposed platforms highlight the growing importance of carbon management and clean energy integration. Regulatory convergence, such as the adaptation of nuclear safety protocols for offshore rigs, underscores the sector’s readiness to adopt rigorous standards in support of next-generation assets. Overall, the offshore industry is actively embracing a digital-first, low-carbon future, supported by scalable demonstrators, intelligent systems, and integrated engineering approaches now entering precommercial or early-deployment stages. Collectively, these developments signal a decisive shift toward smarter, cleaner, and more-resilient offshore systems. With cross-sector collaboration and continued innovation, the industry is positioning itself to lead in both energy security and environmental stewardship. Summarized Papers in This September 2025 Issue SPE 221852 - Subsea Connectors Designed for Repair of Corrosion-Resistant-Alloy-Clad Pipelines by Francesco Cavallini, Saipem, et al. OTC 35614 - Response-Based Forecasting of Vessel Motion Shifts to Data-Driven Methods by Ian Milne, University of Western Australia and Woodside Energy, et al. OTC 35821 - Mobile Platform Enables AI-Powered Underwater Image Processing by Chenyu Zhou, University of Houston, et al.
Avinashkumar Karre (Mon,) studied this question.