Forum for Science, Industry and Business

Sponsored by:     3M 
Search our Site:

 

Infrared remote sensing to measure the temperature of flames

09.04.2008
Scientists from the Universidad Carlos III of Madrid study the use of optical techniques for the measurement of parameters, mainly of the temperature of the flame, in combustion processes in order to control them automatically, reduce the contamination and increase efficiency.

In airplane engines or in some industrial combustion chambers, combustion reactions take place in extreme conditions of heat and pressure, making these environments too harsh for investigation. Nevertheless, a research group from the Universidad Carlos III of Madrid (UC3M) seeks new methods to improve sensing and data collection in such places.

Esteban García-Cuesta, supervised by Antonio J. de Castro and Inés M. Galván, from the departments of physics and Information Technology (IT) of the UC3M respectively, works in a multidisciplinary project for the recovery of physical properties of combustion processes, more specifically the temperature of the flame. This property is very important since it represents all the chemical information about the reaction. Hence, knowing the temperature, the global status of the reaction could be determined and modified automatically when required.

Castro and his team use computer simulations of optical techniques, in particular the infrared emission spectroscopy of the gases produced in the reaction, such as carbon monoxide (CO), or nitrogen oxides (NOx). These compounds, that have clear infrared emission spectral bands, have been selected by the researchers as the parameters to be measured. The spectral information is mathematically related to the temperature of the flame, allowing for its calculation inside a combustion chamber. However, there is the added complication that the translation of the spectra into a temperature profile exhibits a non linear relationship which Professor Castro considers a significant problem, since different temperatures could have very similar spectra, hence producing multiple answers rather than an unique value for the temperature.

Neural networks

The research team applied the multilayer perceptron neural network to translate the spectral data in to thermal data. Since the spectral measurements are taken in high definition, the required calculations for their interpretation using "machine learning" techniques is very high which reduces the performance. Professor Castro stated that although a lot of spectral data is required to evaluate the spectrum accurately, the excess of information is not suitable for a neural network approach. Hence new filters and extraction characteristic techniques must be developed to allow for a reduction in the number of parameters considered while maintaining the accuracy of the information. For this reason, the researchers apply the networks training as an intelligent process of information selection, in this case wavelengths, in order to extract the physical information required and avoid redundancy. Professor Castro underlines that the way in which the information is presented to the neural network is crucial, and at this precise point is where their research centres.

For next stage. these scientists plan to tackle the measurement of spectra in real systems. So far, they have managed to determine theoretical measurements of temperatures with accurate results (about 3 degrees Kelvin more precise at the hottest point of the flame). These computational studies aim to determine the viability of such techniques for the conversion of data.

This temperature monitoring, used in conjunction with feedback systems, could achieve automatic control of the combustion processes. These later systems would receive the information about the combustion reaction, analyse the status of the reaction and feed it back to the system, while possessing the capability to change variables such as the flow of gases and fuel involved, thereby grasping control over the whole process. This would be key for the reduction in the contamination produced and to attain an increased efficiency of the reaction.

The study Multilayer perceptron as inverse model in a ground-based remote sensing temperature retrieval problem has been published in the magazine Engineering Applications of Artificial Intelligence by Esteban García Cuesta, Inés M. Galván y Antonio J. De Castro, researchers at the UC3M.

Oficina Información Científica | alfa
Further information:
http://www.elsevier.com/wps/find/journaldescription.cws_home/975/description#description

More articles from Interdisciplinary Research:

nachricht Investigating cell membranes: researchers develop a substance mimicking a vital membrane component
25.05.2018 | Westfälische Wilhelms-Universität Münster

nachricht New approach: Researchers succeed in directly labelling and detecting an important RNA modification
30.04.2018 | Westfälische Wilhelms-Universität Münster

All articles from Interdisciplinary Research >>>

The most recent press releases about innovation >>>

Die letzten 5 Focus-News des innovations-reports im Überblick:

Im Focus: Powerful IT security for the car of the future – research alliance develops new approaches

The more electronics steer, accelerate and brake cars, the more important it is to protect them against cyber-attacks. That is why 15 partners from industry and academia will work together over the next three years on new approaches to IT security in self-driving cars. The joint project goes by the name Security For Connected, Autonomous Cars (SecForCARs) and has funding of €7.2 million from the German Federal Ministry of Education and Research. Infineon is leading the project.

Vehicles already offer diverse communication interfaces and more and more automated functions, such as distance and lane-keeping assist systems. At the same...

Im Focus: Molecular switch will facilitate the development of pioneering electro-optical devices

A research team led by physicists at the Technical University of Munich (TUM) has developed molecular nanoswitches that can be toggled between two structurally different states using an applied voltage. They can serve as the basis for a pioneering class of devices that could replace silicon-based components with organic molecules.

The development of new electronic technologies drives the incessant reduction of functional component sizes. In the context of an international collaborative...

Im Focus: LZH showcases laser material processing of tomorrow at the LASYS 2018

At the LASYS 2018, from June 5th to 7th, the Laser Zentrum Hannover e.V. (LZH) will be showcasing processes for the laser material processing of tomorrow in hall 4 at stand 4E75. With blown bomb shells the LZH will present first results of a research project on civil security.

At this year's LASYS, the LZH will exhibit light-based processes such as cutting, welding, ablation and structuring as well as additive manufacturing for...

Im Focus: Self-illuminating pixels for a new display generation

There are videos on the internet that can make one marvel at technology. For example, a smartphone is casually bent around the arm or a thin-film display is rolled in all directions and with almost every diameter. From the user's point of view, this looks fantastic. From a professional point of view, however, the question arises: Is that already possible?

At Display Week 2018, scientists from the Fraunhofer Institute for Applied Polymer Research IAP will be demonstrating today’s technological possibilities and...

Im Focus: Explanation for puzzling quantum oscillations has been found

So-called quantum many-body scars allow quantum systems to stay out of equilibrium much longer, explaining experiment | Study published in Nature Physics

Recently, researchers from Harvard and MIT succeeded in trapping a record 53 atoms and individually controlling their quantum state, realizing what is called a...

All Focus news of the innovation-report >>>

Anzeige

Anzeige

VideoLinks
Industry & Economy
Event News

In focus: Climate adapted plants

25.05.2018 | Event News

Save the date: Forum European Neuroscience – 07-11 July 2018 in Berlin, Germany

02.05.2018 | Event News

Invitation to the upcoming "Current Topics in Bioinformatics: Big Data in Genomics and Medicine"

13.04.2018 | Event News

 
Latest News

In focus: Climate adapted plants

25.05.2018 | Event News

Flow probes from the 3D printer

25.05.2018 | Machine Engineering

Less is more? Gene switch for healthy aging found

25.05.2018 | Life Sciences

VideoLinks
Science & Research
Overview of more VideoLinks >>>