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June 20, 2026ProcessesOpen Access

Collaborative Furnace Temperature Control for Municipal Solid Waste Incineration via Mutual-Information Delay Identification and Constrained PSO

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Authors

THTao HeFQFeiyue QiuGDGuobiao Du

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Overview

Randomized trial demonstrates improved temperature control in municipal solid waste incineration, suggesting better emission compliance and energy recovery.

Key Points

  • This study aims to improve temperature control in municipal solid waste incineration to enhance compliance and operational efficiency.
  • Developed a prediction-decision collaborative control framework using real industrial data.
  • Utilized mutual information for optimal delay identification of manipulated variables.
  • Incorporated a smoothing penalty into particle swarm optimization (PSO) for step variation control.
  • Reduced standard deviation of furnace temperature tracking error by about 35% (from 5.80 °C to 3.80 °C).
  • Lowered mean tracking error to 3.65 °C while enhancing actuator smoothness.
  • Achieved a prediction RMSE of 6.85 °C with an R2 of 0.9845 using XGBoost.

Cite This Study

He et al. (2026) studied this question.

synapsesocial.com/papers/6a363040db0793dc1a5376f7https://doi.org/10.3390/pr14121990
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Also Consider

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  1. 1Dual-Layer Optimization Control for Furnace Temperature Setting and Tracking in Municipal Solid Waste Incineration Process2025 · 1 citations
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  4. 4Real-Time Industrial Process Fault Diagnosis Based on Time Delayed Mutual Information Analysis2021 · 33 citations
  5. 5Multi-Temperature Synchronous Prediction of Municipal Solid Waste Incineration Based on a Non-Stationary Crossformer2025