industrial-aiops-energy — 能源 edition (变电 / 电力)

The energy edition of Industrial-AIOps, split out into its own repo: read-only OT connectors for substation / utility telecontrol protocols, built on top of iaiops.core.

• IEC 60870-5-104 (c104) — RTU / substation telemetry
• DNP3 / IEEE 1815 (pydnp3) — outstation monitoring
• IEC 61850 MMS (pyiec61850, linux-only wheel) — substation IED reads

It reuses the base package's shared governance (audit / budget / risk-tier / undo), cross-protocol brain (data-flow / alarm / OEE / downtime RCA on the normalized ISA-95/18.2 model), and MCP server infrastructure — this repo only adds the three energy connectors + their session builders + MCP tools. Read-first: no control-direction writes are exposed.

Current release: 0.1.3 (requires iaiops>=0.9,<1.0). Since 0.1.3 the server has its own MCP identity — iaiops-energy-mcp runs a dedicated FastMCP("iaiops-energy") instance with energy-specific instructions (IEC-104 / DNP3 / IEC-61850, read-first, no control/operate), with the base cross-protocol brain tools mirrored onto it — plus an edition skill (skills/iaiops-energy/SKILL.md, anti-drift-tested against the registered tool surface) and protocol-consistency contract tests (every tool must carry the governance marker, a [READ]-style risk tag, an Args: section, and the canonical {error, hint} error shape; the server refuses to start if any registered tool lacks the governance marker).

🧪 测试与共创 / Beta testing & co-creation

变电站现场的测试反馈是这个包最缺的东西。 DNP3 与 IEC-61850 的监视路径已对真实库 (opendnp3 outstation / libiec61850 MMS server)loopback 验证,但 真实 RTU / IED / IEC-104 子站一律 待核实 —— 如果你能在授权的测试环境里对真实变电设备跑一遍 iaiops doctor,我们非常想听结果。经你验证的设备会署名写进支持矩阵。

Live substation RTU / IED / IEC-104 field testing is what this package needs most. The DNP3 and IEC-61850 monitor paths are library-loopback-verified, but real gear stays 待核实. Report results (protocol + device model + iaiops doctor output) via the base repo's pinned issue: 👉 industrial-aiops#28 — Call for field-testing partners (v0.10.0)

Why a separate repo

Energy targets a distinct buyer (utilities / substations), has heavier platform-specific deps (pyiec61850 is a linux-only SWIG wheel; pydnp3 builds a native ext), and its own compliance surface (电力监控系统安全防护). Splitting keeps the base install light. See the base repo's docs/ENERGY-SPINOUT.md for the plan.

Install

pip install iaiops-energy[energy]      # all three energy protocols
pip install iaiops-energy[iec104]      # just IEC-104

iaiops-energy pulls in iaiops (the shared core) automatically.

Use (MCP)

iaiops-energy-mcp                       # brain + energy tools over stdio

Point a target at your substation gear in ~/.iaiops/config.yaml (protocol: iec104|dnp3|iec61850, host, port, common_address / unit_id).

Edge deployment & ecosystem (edge-native / Margo)

Like the base package, the energy edition rides on a hardened, centrally-managed edge host as a portable, governed edge application — mapping onto the Margo edge-interoperability roles (immutable host · compliant orchestrator · iaiops-energy = the OT-domain app), deployable as an OCI Managed Container (outbound-only to substation RTUs/IEDs, no inbound). A container + margo.org/v1-alpha1 application-description skeleton is in deploy/margo/; the full alignment + honest gap analysis lives in the base repo's docs/MARGO-ALIGNMENT.md.

Honest status: a natural Margo edge application, but NOT Margo-compliant yet — image build, hosted+signed package, and a published conformance result are roadmap ⏳. No claim of compliance until that result exists.

Validation status (honest)

The same honesty ladder as the base repo. Driver codec / API surface is verified against the real libraries; the mock/monkeypatched unit tests run in CI without hardware. See the base repo's docs/PREVIEW-VERIFICATION.md runbook for how a protocol is promoted.

DNP3 notes: read-only / monitor direction only (no control). pydnp3 0.1.0 ships no wheel and needs a native opendnp3 build, so the live test runs in a Linux container; its DNP3Manager.Shutdown() can block in a long-lived interpreter, so the connector bounds teardown (_Pydnp3MasterAdapter.shutdown) and the test drives the round-trip in a short-lived child process.

License

MIT — © wei. Part of the vendor-neutral, governed Industrial-AIOps line.