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Showing posts with the label Counter-UAS

SUMIF: The Digital Intelligence Framework Transforming Methane Monitoring in Oil & Gas

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SUMIF: The Digital Intelligence Framework Transforming Methane Monitoring in Oil & Gas By Prasad Selvaraj https://dig-ahead-44653197.figma.site/login (Username: demo, Password: demo) Methane is one of the most potent greenhouse gases, with a warming potential more than 80 times greater than carbon dioxide over a 20-year period. The oil and gas industry faces immense pressure to detect, measure, and mitigate methane emissions in line with the UN-backed OGMP 2.0 Gold Standard. However, traditional monitoring systems remain fragmented, reactive, and inefficient. To address this gap, I developed the SAT–UAV Methane Intelligence Framework (SUMIF) — a unified, AI-powered digital ecosystem that integrates satellite data, UAV-based sensing, and mass-balance modeling to deliver continuous, verifiable, and auditable methane intelligence across offshore, production, and refinery assets. 🚀 What is SUMIF? SUMIF is a multi-layered methane monitoring architecture that combines:...
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The War Over the Fence Line: Defending Oil & Gas Facilities from the Drone Threat

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Critical Infrastructure · Security The War Over the Fence Line A $500 quadcopter can now do what once took a squadron. Inside the quiet scramble to defend the world's refineries, platforms and pipelines from the threat overhead. Analysis Energy & Security Desk September 15, 2026 · 9 min read The new frontier of facility security isn't the perimeter — it's the airspace above it. (Original illustration) It took a single morning. In one documented i...
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Location: Houston, TX, USA
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Who's Liable When the Robot Fleet Makes the Wrong Call? The Accountability Gap in Autonomous Offshore Operations

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 Analysis | August 2026 Prasad Selvaraj — Independent Researcher | SUMIF Framework Author | Doha, Qatar Last week's piece on this blog described a fully autonomous chain now running on real offshore assets: a drone flags a possible leak, a ground robot is auto-dispatched to confirm it, and the confirmation triggers a subsea AUV inspection of a connected pipeline — three vehicles, three vendors, zero humans in the loop at any step. That is not a thought experiment. It is standard practice at several operators in 2026. What this piece asks is the question that follows naturally from it: when that chain gets it wrong — a missed leak, a false shutdown that costs millions, a misdirected AUV mission — who actually answers for it? The honest answer, reviewing where regulators, insurers, and engineers each stand right now, is that nobody has fully worked it out yet, and the gap is closing more slowly than the deployments are scaling. The Regulator's View: Documentation, Not Yet Liabili...
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Location: Houston, TX, USA
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