Answers to the most common questions about EcoInject, the model behind it, and how it fits into your existing injection and SCADA workflows.
Legacy simulation workflows are accurate but slow, expensive, and require a trained engineer to set up each case. This model delivers equivalent accuracy in milliseconds with no per-well setup — making it practical to score an entire fleet on every production cycle.
On held-out cases the model never trained on, predictions land within 1.4°F of established simulation outputs on average. For context, a 5°F safety margin is standard practice — a 1.4°F model error consumes less than 30% of that margin.
The full Alberta basin range: methane from 5% to 97% (lean dry gas through rich condensate), CO₂ and H₂S up to 8% each, TDS from 5,000 to 80,000 mg/L, water cuts from trace to high-brine producers. Wells outside this range are automatically flagged rather than silently extrapolated.
Three inputs per well: a gas composition analysis (standard chromatograph output), water cut and TDS from your production data, and current line pressure. All of these are typically available from existing SCADA and lab workflows.
The model runs domain checks on every well before scoring. NGL streams, pipeline-quality gas, and any composition outside the training envelope are flagged with an explicit status code and routed for manual review — the system will not issue a recommendation it isn't confident in.
No. It sits alongside your existing systems as a decision-support layer — consuming data from SCADA and lab, and outputting dose recommendations that your injection controllers or field operators act on. When clients want it, EcoInject can also push setpoints and status updates back into SCADA, supporting tank levels, flow assurance, and injection health workflows.
The safety margin is explicit and fully configurable. The model outputs Hydrate Dissociation Temperature in °F, which your team compares against ambient conditions with whatever buffer your operating procedures require. You set the threshold — the model provides the physics.
Yes. Pneumatic pump venting is regulated and increasingly scrutinized — but most operators have no systematic way to measure it. Because EcoInject logs every injection event at the pump level, you get the data foundation for a defensible pneumatic device emissions inventory rather than relying on generic emission factors. The same logs support methanol tracking and chemical spend reporting.
EcoInject has been built and tested against AVEVA and OSIsoft PI environments. More broadly, it works with any SCADA or data historian that can export tag data — we scope the integration during the pilot scoping phase so there are no surprises. If you don't have SCADA, we can install site sensors and connect directly.
