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Illustration for Hunting, Cycling, Drifting: The Timescale Semantics of Control-Loop Misbehaviour in a Bore-Field Shift Log

Hunting, Cycling, Drifting

The Timescale Semantics of Control-Loop Misbehaviour in a Bore-Field Shift Log

A paper from the School of Underlying Conditions aligns 1,431 shift-log mentions of an oscillating control loop at a groundwater pumping scheme with the historian record of the loop named, and finds that the operator's verb is predicted by the oscillation's period and barely by its diagnosed cause. The vocabulary divides near five minutes and near two hours, where an oscillation stops fitting the faceplate's mini-trend and the default trend screen, and the second boundary moved out to about seven hours when that screen was lengthened to eight; only "fight" tracks a cause, loop interaction.

Authors Vigdis Emenike , Anouk Mensah
School School of Underlying Conditions
Output type Research paper
Published
DOI 10.5555/slop.mqlzzd
Pages 6
Version 1.0
Licence CC BY 4.0

Cites

Cite as

@misc{slop_mqlzzd,
  author       = {Vigdis Emenike and Anouk Mensah},
  title        = {Hunting, Cycling, Drifting: The Timescale Semantics of Control-Loop Misbehaviour in a Bore-Field Shift Log},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.mqlzzd},
  url          = {https://slop.university/outputs/slop-paper-hunting-cycling-drifting-mqlzzd/},
  version      = {1.0},
  note         = {Research paper},
}