MUR AI Engineering — Engineering that understands change.
ENDEHR
I/O LIST AUTOMATION

Keep signals, channels and engineering deliverables synchronized.

MUR generates I/O information from controlled instrument and signal data, then traces the impact of engineering changes across channel assignments, wiring, loop drawings and other dependent deliverables.

THE PROBLEM

An I/O list is only reliable when its upstream engineering data is reliable.

I/O lists often become the meeting point between instrumentation, control-system design, wiring and commissioning. When tags, signal types, fail states, card assignments or terminal references change in separate spreadsheets and drawings, inconsistencies appear quickly.

Manual maintenance makes it difficult to know whether the I/O list is current, whether every signal has a valid assignment, and which downstream documents must be rechecked after a change.

MUR APPROACH

Model the signal once. Reuse it everywhere.

1Instrument Function

Define the engineering object and its required signals.

2Signal Definition

Assign DI, DO, AI, AO or communication-based signal types.

3I/O Assignment

Map signals to rack, card, channel and terminal positions.

4Dependent Deliverables

Use the same assignments in wiring, loop drawings and project lists.

5Validation

Check completeness, duplicates, invalid assignments and stale outputs.

EXAMPLE

TV-01 signal configuration

A pneumatic regulating valve with positioner and limit switches may require an analog output for control and digital inputs for position feedback. If the selected valve package changes, the I/O definition and downstream references may need to be rechecked.

FIELD FUNCTIONTV-01Positioner + open/closed feedback
I/O MODELAO + DI + DIAssigned to controlled channels and terminals

Typical I/O data

  • Instrument / signal tagCONTROLLED
  • I/O typeCONTROLLED
  • Rack / card / channelASSIGNED
  • Terminal referenceASSIGNED
  • Wiring relationshipLINKED
  • Revision provenanceTRACEABLE
CHANGE IMPACT

When a signal changes, MUR can identify what must be rechecked.

A change from one signal configuration to another can affect the I/O list, channel assignment, cable schedule, terminal plan, loop drawing and control-system configuration references. MUR evaluates the dependency chain instead of relying on a manual document-by-document review.

QUALITY RULES

Automate checks before the I/O list is released.

Rule-based validation can detect missing signal types, duplicate channel assignments, unresolved terminals, invalid card/channel combinations and other inconsistencies before they propagate into downstream engineering deliverables.

Consistent
One signal definition feeds multiple engineering outputs.
Change-aware
Relevant modifications mark affected outputs for recheck or regeneration.
Auditable
Assignments and generated lists remain tied to a controlled project revision.
FROM SIGNAL TO SYSTEM

A controlled I/O engineering chain.

Instrument Function
Signal Definition
I/O Assignment
Wiring Reference
Generated I/O List
Final Validation

An I/O list should be generated from engineering relationships — not maintained as an isolated spreadsheet.

MUR PILOT

Test I/O automation on one real instrument set.

Provide a small existing instrument and I/O dataset. MUR demonstrates signal modeling, channel assignment, change impact and generation of a controlled I/O output.

Request a pilot