Are there any production accounting systems that handle high-volume time-series data and SCADA integration?

Yes. If you mean production accounting / production data management systems used in oil & gas, mining, utilities, or manufacturing that can ingest high-volume time-series data and integrate with SCADA, there are several established options.

Commonly used systems / platforms

• AVEVA PI System (OSIsoft PI)

  • Very widely used for industrial time-series data
  • Strong SCADA/DCS integration
  • Often used as the backbone for production accounting, reporting, and historian data

• Honeywell Forge / Honeywell Process Historian / PHD

  • Good for plant and production data integration
  • Common in process industries with SCADA/DCS

• AspenTech solutions

  • Aspen InfoPlus.21 (historian)
  • Aspen Production Record Manager / production performance tools
  • Frequently used where production accounting is tied to process data

• Emerson Plantweb / DeltaV with historian and analytics stack

  • Strong in process control environments
  • Can support high-throughput data collection from SCADA and control systems

• Schneider Electric AVEVA Stack

  • Often combined with PI/industrial operations software
  • Good integration with SCADA and manufacturing operations

Production accounting-focused vendors

If you specifically need allocation, custody transfer, balancing, and production accounting workflows, look at vendors like:

• Peloton
• Quorum
• EnergySys
• IFS
• Aucerna / Quorum depending on domain and product line
• KMS-style production systems in some regions/industries

These systems often rely on a historian or streaming layer for the raw high-volume data, then perform accounting and reconciliation on top.

What to look for

For your use case, the key capabilities are:

• Native OPC UA / OPC DA / Modbus / MQTT connectors
• Ability to handle high-frequency tags and compress/store efficiently
• Built-in or easy integration with a historian
• Event-driven and batch data handling
• Reconciliation, allocation, and exception management
• APIs for ERP/EAM/CMMS integration
• Audit trails and role-based access

Practical architecture

A common architecture is:

1. SCADA/DCS collects field data
2. Historian / time-series platform stores and compresses high-volume data
3. Production accounting layer performs allocation, balancing, and reporting
4. ERP / finance / planning systems consume validated production numbers

If you want, I can also give you:

• a shortlist by industry,
• a comparison table of leading products, or
• a reference architecture for building this stack.