FOULING DETECTION INSIDE THE TUBES OF CRUDE OIL PREHEAT FURNACE USING OPTIMIZED SUPPORT VECTOR MACHINES

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

CHAIBAKHSH ALI; ENSANSEFAT NASIM; KIAEI JAMALI SEYED AIDIN; JAMALI ALI; KOUHIKAMALI RAMIN

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Modares Mechanical Engineering Year:2016 | Volume:15 | Issue:10 Page(s): 49-55

Download Full-Text

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Persian Verion

View:

770

Download:

Cites:

Information Journal Paper

Title

FOULING DETECTION INSIDE THE TUBES OF CRUDE OIL PREHEAT FURNACE USING OPTIMIZED SUPPORT VECTOR MACHINES

Author(s)

Keywords

FOULINGQ1

DYNAMIC MODELINGQ2

FAULT DETECTORQ2

FOULING DETECTIONQ2

Abstract

In this study, an application of support vector machines is presented for FOULING detection and estimating the amount of deposit layer development and tube blockage percentage at the radiation section of the crude oil preheat furnace. Crude oil preheat furnaces are the main elements in processing crude oil in distillation towers, which always suffer from FOULING and its consequent risks. In order to predict FOULING inside the tubes, first by considering independent input parameters effecting the furnace performance and by using a dynamic model of a particular furnace, the behaviors of the furnace in unusual conditions were simulated. The effects of FOULING type and its location inside the tubes were considered on the thermal performances and pressure drops of the furnace. In the second part, based on the different FOULING scenarios, a FOULING detection mechanism was designed. The operational conditions such as pressure drop inside the tubes, temperatures of the tubes and temperatures of the crude oil were employed for FOULING detection and evaluating the thickness of deposits. The obtained results indicated the accuracy and feasibility of the proposed approach.

Cites

No record.

References

No record.

Cite

APA: Copy

CHAIBAKHSH, ALI, ENSANSEFAT, NASIM, KIAEI JAMALI, SEYED AIDIN, JAMALI, ALI, & KOUHIKAMALI, RAMIN. (2016). FOULING DETECTION INSIDE THE TUBES OF CRUDE OIL PREHEAT FURNACE USING OPTIMIZED SUPPORT VECTOR MACHINES. MODARES MECHANICAL ENGINEERING, 15(10), 49-55. SID. https://sid.ir/paper/179618/en

Vancouver: Copy

CHAIBAKHSH ALI, ENSANSEFAT NASIM, KIAEI JAMALI SEYED AIDIN, JAMALI ALI, KOUHIKAMALI RAMIN. FOULING DETECTION INSIDE THE TUBES OF CRUDE OIL PREHEAT FURNACE USING OPTIMIZED SUPPORT VECTOR MACHINES. MODARES MECHANICAL ENGINEERING[Internet]. 2016;15(10):49-55. Available from: https://sid.ir/paper/179618/en

IEEE: Copy

ALI CHAIBAKHSH, NASIM ENSANSEFAT, SEYED AIDIN KIAEI JAMALI, ALI JAMALI, and RAMIN KOUHIKAMALI, “FOULING DETECTION INSIDE THE TUBES OF CRUDE OIL PREHEAT FURNACE USING OPTIMIZED SUPPORT VECTOR MACHINES,” MODARES MECHANICAL ENGINEERING, vol. 15, no. 10, pp. 49–55, 2016, [Online]. Available: https://sid.ir/paper/179618/en

Related Journal Papers