SPECTRAL ANALYSIS IN GTPP CONTROL: A PATH TO ENHANCED DYNAMIC STABILITY AND EFFICIENCY.

The implementation of spectral analysis of instantaneous load power in gas turbine power plant (GTPP) control systems opens up new opportunities for enhancing dynamic stability, reliability, and efficiency. Based on the considered approaches (FFT, wavelet transform [5]), it is demonstrated that rapid detection and analysis of the signal's frequency components contribute to effective suppression of transient oscillations and resonance phenomena. As a result, the response time to disturbances is reduced, turbine component wear is minimized, fuel combustion processes are optimized, and harmful emissions are decreased. Furthermore, spectral methods can be easily integrated with modern technologies (artificial intelligence, digital twins), enhancing the flexibility of GTPPs in grids with a high share of renewable energy sources. The described practical results and prospects indicate the feasibility of further extending this approach to improve the global energy infrastructure.

Authors

Publication Details

Journal
International scientific and technical conference Information technologies in metallurgy and machine building
Published
2025-06-02
DOI
https://doi.org/10.34185/1991-7848.itmm.2025.01.112
Primary Topic
Extremum Seeking Control Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

SPECTRAL ANALYSIS IN GTPP CONTROL: A PATH TO ENHANCED DYNAMIC STABILITY AND EFFICIENCY.

Vitalii Slipchenko, Mykhailo Poliakov
International scientific and technical conference Information technologies in metallurgy and machine building
Extremum Seeking Control Systems
article

SPECTRAL ANALYSIS IN GTPP CONTROL: A PATH TO ENHANCED DYNAMIC STABILITY AND EFFICIENCY.

Vitalii Slipchenko, Mykhailo Poliakov
article en

Abstract

The implementation of spectral analysis of instantaneous load power in gas turbine power plant (GTPP) control systems opens up new opportunities for enhancing dynamic stability, reliability, and efficiency. Based on the considered approaches (FFT, wavelet transform [5]), it is demonstrated that rapid detection and analysis of the signal's frequency components contribute to effective suppression of transient oscillations and resonance phenomena. As a result, the response time to disturbances is reduced, turbine component wear is minimized, fuel combustion processes are optimized, and harmful emissions are decreased. Furthermore, spectral methods can be easily integrated with modern technologies (artificial intelligence, digital twins), enhancing the flexibility of GTPPs in grids with a high share of renewable energy sources. The described practical results and prospects indicate the feasibility of further extending this approach to improve the global energy infrastructure.

International scientific and technical conference Information technologies in metallurgy and machine building
Openalex Percentile: Top 86%
Extremum Seeking Control Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

SPECTRAL ANALYSIS IN GTPP CONTROL: A PATH TO ENHANCED DYNAMIC STABILITY AND EFFICIENCY. — Vitalii Slipchenko, Mykhailo Poliakov · International scientific and technical conference Information technologies in metallurgy and machine building (2025) | TGRS Research Map | TGRS