LOW KAH YIENGINEER & SYSTEMS THINKER
Appearance
Contact

HOW I WORK / ENGINEERING PRINCIPLES

How I approach
critical systems.

The idea behind each case study and engineering note on this site, in one place. Follow a link to the work it came from.

From professional practice

  1. A platform change also changes ownership, support and operating practice.

    Compatibility, acceptance evidence and handover belong in the same plan.

    From the case: Modernizing while operations continue. →
  2. An observation and an explanation are different things.

    Useful monitoring helps test a hypothesis, identify missing evidence and check whether an intervention changes the behavior being investigated.

    From the case: Reliability begins with evidence. →
  3. Bringing applications onto shared infrastructure changes the consequences of a dependency failure.

    Resource demand, supportability, visibility and recovery need to be considered together.

    From the essay: Consolidate the hardware. Plan the recovery. →
  4. Each acceptance stage answers a different question.

    A factory test shows the system was built as specified; site tests show it works in place; integration shows it works with everything around it; handover shows the people inheriting it can run it. Skipping a stage moves its questions to a less convenient time.

    From the case: Accept it before you depend on it. →

From the engineering notes

  1. Dependencies are part of the design.

    Two supply paths can share one cooling dependency. Trace the relationships before counting the equipment.

    Read the note →
  2. Recovery is a sequence, not a switch.

    Equipment restoration, service recovery and verification are different events. A synthetic experiment makes the gap visible.

    Read the note →
  3. Capacity margin determines what happens after restoration.

    Shortening a restart cannot remove a steady cooling deficit. Compare restored capacity, requested load and the heat left to remove.

    Read the note →
  4. Changing a system that cannot stop.

    Planned work removes redundancy before anything fails. Decide the stop points, the recoverable state and the evidence before the window opens.

    Read the note →
  5. Count redundancy by what it survives.

    N+1 and 2N describe how much equipment is installed. The useful question is which events the arrangement can absorb, including the ones that arrive together.

    Read the note →
  6. Every alarm should ask for an action.

    An alarm flood buries the cause of an upset. Priorities, delays and suppression each fix a different part of the problem, and none changes the process.

    Read the note →
  7. Follow one fault across every boundary.

    Design reviews split a plant by discipline; faults do not. One synthetic unit shows a redundancy in one discipline defeated through another.

    Read the note →

New to some of the terms? See the glossary.