PSI - Issue 77

Michal Holubčík et al. / Procedia Structural Integrity 77 (2026) 413– 423 “Mi chal Holubčík” / Structural Integrity Procedia 00 (2026) 000 – 000

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testing advanced architectures like transformers for time -series forecasting. Expanding cloud-based control platforms and exploring fuel variability effects will further enhance efficiency, emission suppression, and fuel savings.

Figure 7 : Results of active emission-based reduction control: a) control parameter with 1:1:0 ratio b) control parameter with 1:10:0

Acknowledgement This work was supported by the following research projects: VEGA 1/0671/23 “Research and Development of SMART Solutions for Monitoring Emission Production from Small Heat Sources,” APVV 21- 0453 “The Impact of Using Small Electrostatic Precipitators on Reducing Particulate Matter Emissions from Household Fuel Combustion,” and KEGA 028ŽU - 4/2023 “Implementation of SMART Solutions in the Regulation of Energy Machines and Equipment in the Educational Process.

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