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Industrial computing & control / Reference hardware

Industrial computing & control

ARK-1123H typical input of 5.64 W provides the published hardware reference.

Reference hardware

Reference source

Evidence: Manufacturer specifications and worked calculation examples.

The saved controller summary reports 45 matching sequences. This is an attributed summary; recovery of the original run evidence is pending.

CUMULATIVE APPLICATION BUDGET / 17 OCTOBER 2026

Related reference jobs.

In the main modeled cases, the magnetic-bearing control task uses 0.01029% less energy and brushless-motor control uses 0.00354% less. The other listed industrial comparisons use the same energy as their conventional controls.

Related model results: D019: 43.01% longer completion; 0.2022% more energy at its worst tested condition; D015: 37.37% longer completion; 0.0679% more energy at its worst tested condition. No winner saved energy across the required robustness cases.

Related model jobs: D015, D019, D061, D062, D063, D064, D065. Integration into a product remains open.

Complete bundles, comparisons and losses
Proposed recorder design / calculated comparison

RECORDER STORAGE · RECOVERY · COMPUTING / 8 OCTOBER 2026

Full history. Less overhead.

The proposed layout keeps all 2,592,000 records from 30 days of one reading per second, with two durable copies and timing evidence for every record. It reserves less storage and reduces reads and writes during normal recording.

The design calculations leave more storage available around the same history and reduce the data read during routine restart. Restart time and installed energy remain unmeasured.

MetricEarlier designRevised designPractical change
Reserved recorder storage1,153,112,064 B862,808,256 B25.18% less reserved recorder storage
Recorder + complete input-history storage1,453,784,064 B1,163,480,256 B19.97% less for recorder and input-history storage
Normal capture writes580,608,000 B518,400,000 B10.71% fewer written bytes
Normal capture reads1,410,048,000 B1,161,216,000 B17.65% fewer read bytes
Data read on routine restart656,580,608 B8,391,072 B98.72% fewer read bytes; restart time unmeasured
Checksum work for timing records1,658,880,000 bit-level checksum steps663,552,000 bit-level checksum steps60% fewer bit-level checksum steps for timing records
Requests to save writes durably15,552,00015,552,000Unchanged; six calls per record
Complete exported recording228,096,016 B228,096,016 BComplete history and final state retained

Where the saving comes from

Storing shared identification once reduces each record’s timing data from 48 to 24 bytes. The layout also reserves less extra storage on the recorder. The complete 30-day history remains available for export and review.

Conventional software can implement these same layout changes.

The recovery tradeoff

Routine restart finds where recording stopped without rereading the entire history. It assumes previously checked data stays unchanged and postpones the full corruption scan.

The complete diagnostic scan remains available. It reads 594,374,304 bytes before saving the restart and final-state records. The number of requests to save writes durably stays unchanged.

Full storage, size, weight, power, heat and cost comparison

WHAT THE NUMBERS MEAN

Control code and processing time.

The computer’s typical reference input is 5.64 W. A net reduction of 100 mW would be 1.77% of that input and 0.876 kWh over 8,760 hours. These figures scale the reference input.

What the design aims to improve

Less electricity and cooling for factory or corporate computing, with the same control deadlines and useful output.

THE APPLICATION

Industrial computing & control

Industrial-computer manufacturers, automation integrators and control teams

The aim is less electricity and cooling for factory controls, inspection systems and corporate computing, by reducing repeated work at the same useful output.

Controller-code verification · Energy and heat accounting · Offline engineering workbench

The study looks for avoidable work within a defined job, with control timing and correct output checked together.

REFERENCES & CHECKED RESULTS

Comparison.

MeasureReference or conventional methodFI result or stated assumptionWhat it means
Published computer inputAdvantech ARK-1123H A4: 5.64 W typical, 14.04 W maximumFI operating input remains unmeasuredPublished hardware reference
Generated control codeOriginal reference logicThe corrected controller matched 45 specified input sequencesBehavior matched on those 45 sequences

Executed software comparisons and calculated bounds · 12 October 2026

Smaller records, mixed timing results.

FI compared ways to store calculation records while keeping the same required output, checks and record behavior. The smaller formats saved memory, but timing depended on the comparison. A separate signal-recording calculation exceeded its frame budget.

Read-only calculation records

A packed, ordered snapshot used less traced Python memory in all 16 matched groups. The detailed record was faster in six groups; two comparisons were uncertain. Against a second read-only format, eight timing comparisons were uncertain.

The snapshot preserves the complete ordered record for reading. It gives up persistent edits, object identity, live changes, custom traces and the full list interface.

Signal-recording deadlines

One specified validation job needs at least 16,896 recording units per frame to retain the unchanged record. Its budget is 8,192 units.

These are recording-work units from a fixed, uncalibrated model, rather than processor clock cycles.

Software scope and result record

SOURCES / REVIEWED 6 OCTOBER 2026

Sources.

Saved results and source record

Saved sensing-energy ranges, independently checked thermal calculations and recorded software comparisons. The device calculations show energy shares, heat paths and component budgets.