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August 3, 2026Mechatronics Electrical Power and Vehicular TechnologyOpen Access

Adaptive PID control using TSK elliptic fuzzy and static feedforward for observable disturbance rejection in industrial heating ovens

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Authors

ARAli RospawanCAClara Lavita AngelinaISI Made Andik Setiawan

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Overview

Randomized trial demonstrates enhanced temperature recovery in industrial heating ovens, indicating improved stability.

Key Points

  • The aim is to accelerate temperature recovery time in industrial heating ovens when facing disturbances.
  • Adaptive PID control combined with TSK elliptic fuzzy logic
  • Static feedforward control to counteract measurable disturbances
  • Validation through simulation and experimental implementation on an STM32 microcontroller
  • Reduced RMSE by 32.27% compared to conventional PID
  • Decreased ISE by 54.13% alongside a recovery time reduction of approximately 72 seconds
  • Higher feedforward gain further decreased temperature drop and accelerated recovery

Cite This Study

Rospawan et al. (2026) studied this question.

synapsesocial.com/papers/6a70406d75942ff7265e572fhttps://doi.org/10.55981/j.mev.2026.1094
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