[PDF][PDF] Radial basis network estimator of oxygen content in the flue gas of debutanizer reboiler

SN Sembodo, N Effendy, K Dwiantoro… - International Journal of …, 2022 - academia.edu
The energy efficiency in the debutanizer reboiler combustion can be monitored from the
oxygen content of the flue gas of the reboiler. The measurement of the oxygen content can …

[PDF][PDF] The prediction of the oxygen content of the flue gas in a gas-fired boiler system using neural networks and random forest

N Effendy, ED Kurniawan, K Dwiantoro… - … Journal of Artificial …, 2022 - researchgate.net
The oxygen content of the gas-fired boiler flue gas is used to monitor boiler combustion
efficiency. Conventionally, this oxygen content is measured using an oxygen content sensor …

Soft sensor for the prediction of oxygen content in boiler flue gas using neural networks and extreme gradient boosting

ED Kurniawan, N Effendy, A Arif, K Dwiantoro… - Neural Computing and …, 2023 - Springer
Oxygen content in the flue gas system of power plants is an essential factor affecting boiler
efficiency. Accurate oxygen content measurement is vital in evaluating boiler combustion …

Automation of combustion monitoring in boilers using discriminant radial basis network

K Sujatha, N Pappa… - … Journal of Artificial …, 2013 - inderscienceonline.com
This research work aims at monitoring and control of the combustion quality in a power
station, coal fired boiler using a combination of Fisher's linear discriminant (FLD) analysis …

RBF neural network inferential sensor for process emission monitoring

SA Iliyas, M Elshafei, MA Habib, AA Adeniran - Control Engineering …, 2013 - Elsevier
Inferential sensing, or soft sensing, gained popularity in recent years as an alternative to
continuous emission monitoring systems because of its simplicity, reliability, and cost …

A deep learning model for measuring oxygen content of boiler flue gas

Z Tang, Y Li, A Kusiak - IEEE access, 2020 - ieeexplore.ieee.org
The oxygen content of boiler flue gas is a valid indicator of boiler efficiency and emissions.
Measuring the oxygen content of boiler flue gas is time consuming and costly. To overcome …

A Hybrid Soft Sensor Model for Measuring the Oxygen Content in Boiler Flue Gas

Y Wang, Z Li, N Zhang - Sensors, 2024 - mdpi.com
As an indispensable component of coal-fired power plants, boilers play a crucial role in
converting water into high-pressure steam. The oxygen content in the flue gas is a crucial …

LSTM-based soft sensor design for oxygen content of flue gas in coal-fired power plant

H Pan, T Su, X Huang, Z Wang - Transactions of the Institute …, 2021 - journals.sagepub.com
To address problems of high cost, complicated process and low accuracy of oxygen content
measurement in flue gas of coal-fired power plant, a method based on long short-term …

Study of soft sensor modeling based on deep learning

Y Lin, W Yan - 2015 American Control Conference (ACC), 2015 - ieeexplore.ieee.org
Soft sensor are widely used to estimate process variables which are difficult to measure
online in industrial process control. This paper proposes a new soft sensor modeling method …

[HTML][HTML] Prediction interval soft sensor for dissolved oxygen content estimation in an electric arc furnace

A Blažič, I Škrjanc, V Logar - Applied Soft Computing, 2024 - Elsevier
In this study, a novel soft sensor modeling approach using Takagi–Sugeno (TS) fuzzy
models and Prediction Intervals (PIs) is presented to quantify uncertainties in Electric Arc …