Analysis of ignition and flame geometric characteristics of lubricating oil leaking from automotive engine onto hot surfaces

The ignition and combustion process of lubricating oil leaking from an automotive engine onto a hot surface is a major cause of vehicle fires, and the geometric characteristics of the flame directly affect the spread and severity of the fire. Therefore, studying the ignition characteristics of lubri...

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Published inPloS one Vol. 20; no. 3; p. e0319934
Main Authors Bai, Lei, Liu, Changchun, Wang, Liubing
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 21.03.2025
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Abstract The ignition and combustion process of lubricating oil leaking from an automotive engine onto a hot surface is a major cause of vehicle fires, and the geometric characteristics of the flame directly affect the spread and severity of the fire. Therefore, studying the ignition characteristics of lubricating oil on hot surfaces and quantifying flame behavior is of great significance for vehicle fire safety protection. This study utilizes a self-developed automotive hot surface ignition oil simulation platform, employing the SOBEL threshold segmentation algorithm combined with box-counting fractal dimension theory. It investigates the factors affecting the ignition delay time of automotive engine lubricating oil, the ignition risk and probability on engine hot surfaces, and analyzes the temporal evolution characteristics of the flame fractal dimension of engine lubricating oil. This research provides theoretical support for vehicle fire risk assessment and prevention. The main findings of this study are as follows: (1) As the temperature of the hot surface increases, the ignition delay time generally shows a decreasing trend, with 450°C being a critical turning point; (2) There is an overlap between ignition and non-ignition cases within a specific range, forming a possible ignition zone, and the R ² values of the fitting equations for the upper and lower boundaries are both above 95%, indicating a good fit. (3) The fractal dimension can effectively quantify the geometric complexity of the flame’s outer contour, thereby characterizing the stability of the flame’s combustion. The evolution of the fractal dimension of the lubricating oil droplet flame shows a trend of first increasing and then slowly decreasing. The interval from 0 to 1 second is the stable combustion phase, from 2 to 3 seconds is the unstable combustion phase, and from 3 to 5 seconds is the secondary stable combustion phase. During this period, the fractal dimension gradually decreases from the peak to around 1, and the flame’s outer contour transforms from complex to simple. (4) The volume of the droplet ( V ) affects both the peak value of the fractal dimension ( D max ) of the flame and the time at which it occurs ( t max ). The larger the volume, the earlier D max occurs. For a 0.1 ml droplet, D max occurs earliest ( t max = 1.98 s), while for a 0.5 ml droplet, D max appears the latest ( t max = 3.22 s). There is a significant correlation between t max and droplet volume V ( R = 0.995, P = 0.001). The spray hole size has a greater impact on D max compared to t max . With spray hole diameters ranging from 0.4 mm to 0.7 mm, the fractal dimensions of all droplet flames appear at around 2.6 seconds, but the values of D max vary significantly. As the spray hole diameter ( S ) decreases, D max approaches 2. When the spray hole diameter is 0.4 mm, D max is the highest, reaching 1.605, indicating the most drastic change in the geometric complexity of the flame’s outer contour and the least stable combustion process overall.
AbstractList The ignition and combustion process of lubricating oil leaking from an automotive engine onto a hot surface is a major cause of vehicle fires, and the geometric characteristics of the flame directly affect the spread and severity of the fire. Therefore, studying the ignition characteristics of lubricating oil on hot surfaces and quantifying flame behavior is of great significance for vehicle fire safety protection. This study utilizes a self-developed automotive hot surface ignition oil simulation platform, employing the SOBEL threshold segmentation algorithm combined with box-counting fractal dimension theory. It investigates the factors affecting the ignition delay time of automotive engine lubricating oil, the ignition risk and probability on engine hot surfaces, and analyzes the temporal evolution characteristics of the flame fractal dimension of engine lubricating oil. This research provides theoretical support for vehicle fire risk assessment and prevention. The main findings of this study are as follows: (1) As the temperature of the hot surface increases, the ignition delay time generally shows a decreasing trend, with 450°C being a critical turning point; (2) There is an overlap between ignition and non-ignition cases within a specific range, forming a possible ignition zone, and the R² values of the fitting equations for the upper and lower boundaries are both above 95%, indicating a good fit. (3) The fractal dimension can effectively quantify the geometric complexity of the flame's outer contour, thereby characterizing the stability of the flame's combustion. The evolution of the fractal dimension of the lubricating oil droplet flame shows a trend of first increasing and then slowly decreasing. The interval from 0 to 1 second is the stable combustion phase, from 2 to 3 seconds is the unstable combustion phase, and from 3 to 5 seconds is the secondary stable combustion phase. During this period, the fractal dimension gradually decreases from the peak to around 1, and the flame's outer contour transforms from complex to simple. (4) The volume of the droplet (V) affects both the peak value of the fractal dimension (Dmax) of the flame and the time at which it occurs (tmax). The larger the volume, the earlier Dmax occurs. For a 0.1 ml droplet, Dmax occurs earliest (tmax = 1.98 s), while for a 0.5 ml droplet, Dmax appears the latest (tmax = 3.22 s). There is a significant correlation between tmax and droplet volume V (R = 0.995, P = 0.001). The spray hole size has a greater impact on Dmax compared to tmax. With spray hole diameters ranging from 0.4 mm to 0.7 mm, the fractal dimensions of all droplet flames appear at around 2.6 seconds, but the values of Dmax vary significantly. As the spray hole diameter (S) decreases, Dmax approaches 2. When the spray hole diameter is 0.4 mm, Dmax is the highest, reaching 1.605, indicating the most drastic change in the geometric complexity of the flame's outer contour and the least stable combustion process overall.
The ignition and combustion process of lubricating oil leaking from an automotive engine onto a hot surface is a major cause of vehicle fires, and the geometric characteristics of the flame directly affect the spread and severity of the fire. Therefore, studying the ignition characteristics of lubricating oil on hot surfaces and quantifying flame behavior is of great significance for vehicle fire safety protection. This study utilizes a self-developed automotive hot surface ignition oil simulation platform, employing the SOBEL threshold segmentation algorithm combined with box-counting fractal dimension theory. It investigates the factors affecting the ignition delay time of automotive engine lubricating oil, the ignition risk and probability on engine hot surfaces, and analyzes the temporal evolution characteristics of the flame fractal dimension of engine lubricating oil. This research provides theoretical support for vehicle fire risk assessment and prevention. The main findings of this study are as follows: (1) As the temperature of the hot surface increases, the ignition delay time generally shows a decreasing trend, with 450°C being a critical turning point; (2) There is an overlap between ignition and non-ignition cases within a specific range, forming a possible ignition zone, and the R² values of the fitting equations for the upper and lower boundaries are both above 95%, indicating a good fit. (3) The fractal dimension can effectively quantify the geometric complexity of the flame's outer contour, thereby characterizing the stability of the flame's combustion. The evolution of the fractal dimension of the lubricating oil droplet flame shows a trend of first increasing and then slowly decreasing. The interval from 0 to 1 second is the stable combustion phase, from 2 to 3 seconds is the unstable combustion phase, and from 3 to 5 seconds is the secondary stable combustion phase. During this period, the fractal dimension gradually decreases from the peak to around 1, and the flame's outer contour transforms from complex to simple. (4) The volume of the droplet (V) affects both the peak value of the fractal dimension (Dmax) of the flame and the time at which it occurs (tmax). The larger the volume, the earlier Dmax occurs. For a 0.1 ml droplet, Dmax occurs earliest (tmax = 1.98 s), while for a 0.5 ml droplet, Dmax appears the latest (tmax = 3.22 s). There is a significant correlation between tmax and droplet volume V (R = 0.995, P = 0.001). The spray hole size has a greater impact on Dmax compared to tmax. With spray hole diameters ranging from 0.4 mm to 0.7 mm, the fractal dimensions of all droplet flames appear at around 2.6 seconds, but the values of Dmax vary significantly. As the spray hole diameter (S) decreases, Dmax approaches 2. When the spray hole diameter is 0.4 mm, Dmax is the highest, reaching 1.605, indicating the most drastic change in the geometric complexity of the flame's outer contour and the least stable combustion process overall.The ignition and combustion process of lubricating oil leaking from an automotive engine onto a hot surface is a major cause of vehicle fires, and the geometric characteristics of the flame directly affect the spread and severity of the fire. Therefore, studying the ignition characteristics of lubricating oil on hot surfaces and quantifying flame behavior is of great significance for vehicle fire safety protection. This study utilizes a self-developed automotive hot surface ignition oil simulation platform, employing the SOBEL threshold segmentation algorithm combined with box-counting fractal dimension theory. It investigates the factors affecting the ignition delay time of automotive engine lubricating oil, the ignition risk and probability on engine hot surfaces, and analyzes the temporal evolution characteristics of the flame fractal dimension of engine lubricating oil. This research provides theoretical support for vehicle fire risk assessment and prevention. The main findings of this study are as follows: (1) As the temperature of the hot surface increases, the ignition delay time generally shows a decreasing trend, with 450°C being a critical turning point; (2) There is an overlap between ignition and non-ignition cases within a specific range, forming a possible ignition zone, and the R² values of the fitting equations for the upper and lower boundaries are both above 95%, indicating a good fit. (3) The fractal dimension can effectively quantify the geometric complexity of the flame's outer contour, thereby characterizing the stability of the flame's combustion. The evolution of the fractal dimension of the lubricating oil droplet flame shows a trend of first increasing and then slowly decreasing. The interval from 0 to 1 second is the stable combustion phase, from 2 to 3 seconds is the unstable combustion phase, and from 3 to 5 seconds is the secondary stable combustion phase. During this period, the fractal dimension gradually decreases from the peak to around 1, and the flame's outer contour transforms from complex to simple. (4) The volume of the droplet (V) affects both the peak value of the fractal dimension (Dmax) of the flame and the time at which it occurs (tmax). The larger the volume, the earlier Dmax occurs. For a 0.1 ml droplet, Dmax occurs earliest (tmax = 1.98 s), while for a 0.5 ml droplet, Dmax appears the latest (tmax = 3.22 s). There is a significant correlation between tmax and droplet volume V (R = 0.995, P = 0.001). The spray hole size has a greater impact on Dmax compared to tmax. With spray hole diameters ranging from 0.4 mm to 0.7 mm, the fractal dimensions of all droplet flames appear at around 2.6 seconds, but the values of Dmax vary significantly. As the spray hole diameter (S) decreases, Dmax approaches 2. When the spray hole diameter is 0.4 mm, Dmax is the highest, reaching 1.605, indicating the most drastic change in the geometric complexity of the flame's outer contour and the least stable combustion process overall.
The ignition and combustion process of lubricating oil leaking from an automotive engine onto a hot surface is a major cause of vehicle fires, and the geometric characteristics of the flame directly affect the spread and severity of the fire. Therefore, studying the ignition characteristics of lubricating oil on hot surfaces and quantifying flame behavior is of great significance for vehicle fire safety protection. This study utilizes a self-developed automotive hot surface ignition oil simulation platform, employing the SOBEL threshold segmentation algorithm combined with box-counting fractal dimension theory. It investigates the factors affecting the ignition delay time of automotive engine lubricating oil, the ignition risk and probability on engine hot surfaces, and analyzes the temporal evolution characteristics of the flame fractal dimension of engine lubricating oil. This research provides theoretical support for vehicle fire risk assessment and prevention. The main findings of this study are as follows: (1) As the temperature of the hot surface increases, the ignition delay time generally shows a decreasing trend, with 450°C being a critical turning point; (2) There is an overlap between ignition and non-ignition cases within a specific range, forming a possible ignition zone, and the R² values of the fitting equations for the upper and lower boundaries are both above 95%, indicating a good fit. (3) The fractal dimension can effectively quantify the geometric complexity of the flame's outer contour, thereby characterizing the stability of the flame's combustion. The evolution of the fractal dimension of the lubricating oil droplet flame shows a trend of first increasing and then slowly decreasing. The interval from 0 to 1 second is the stable combustion phase, from 2 to 3 seconds is the unstable combustion phase, and from 3 to 5 seconds is the secondary stable combustion phase. During this period, the fractal dimension gradually decreases from the peak to around 1, and the flame's outer contour transforms from complex to simple. (4) The volume of the droplet (V) affects both the peak value of the fractal dimension (D.sub.max) of the flame and the time at which it occurs (t.sub.max). The larger the volume, the earlier D.sub.max occurs. For a 0.1 ml droplet, D.sub.max occurs earliest (t.sub.max = 1.98 s), while for a 0.5 ml droplet, D.sub.max appears the latest (t.sub.max = 3.22 s). There is a significant correlation between t.sub.max and droplet volume V (R = 0.995, P = 0.001). The spray hole size has a greater impact on D.sub.max compared to t.sub.max . With spray hole diameters ranging from 0.4 mm to 0.7 mm, the fractal dimensions of all droplet flames appear at around 2.6 seconds, but the values of D.sub.max vary significantly. As the spray hole diameter (S) decreases, D.sub.max approaches 2. When the spray hole diameter is 0.4 mm, D.sub.max is the highest, reaching 1.605, indicating the most drastic change in the geometric complexity of the flame's outer contour and the least stable combustion process overall.
The ignition and combustion process of lubricating oil leaking from an automotive engine onto a hot surface is a major cause of vehicle fires, and the geometric characteristics of the flame directly affect the spread and severity of the fire. Therefore, studying the ignition characteristics of lubricating oil on hot surfaces and quantifying flame behavior is of great significance for vehicle fire safety protection. This study utilizes a self-developed automotive hot surface ignition oil simulation platform, employing the SOBEL threshold segmentation algorithm combined with box-counting fractal dimension theory. It investigates the factors affecting the ignition delay time of automotive engine lubricating oil, the ignition risk and probability on engine hot surfaces, and analyzes the temporal evolution characteristics of the flame fractal dimension of engine lubricating oil. This research provides theoretical support for vehicle fire risk assessment and prevention. The main findings of this study are as follows: (1) As the temperature of the hot surface increases, the ignition delay time generally shows a decreasing trend, with 450°C being a critical turning point; (2) There is an overlap between ignition and non-ignition cases within a specific range, forming a possible ignition zone, and the R ² values of the fitting equations for the upper and lower boundaries are both above 95%, indicating a good fit. (3) The fractal dimension can effectively quantify the geometric complexity of the flame’s outer contour, thereby characterizing the stability of the flame’s combustion. The evolution of the fractal dimension of the lubricating oil droplet flame shows a trend of first increasing and then slowly decreasing. The interval from 0 to 1 second is the stable combustion phase, from 2 to 3 seconds is the unstable combustion phase, and from 3 to 5 seconds is the secondary stable combustion phase. During this period, the fractal dimension gradually decreases from the peak to around 1, and the flame’s outer contour transforms from complex to simple. (4) The volume of the droplet ( V ) affects both the peak value of the fractal dimension ( D max ) of the flame and the time at which it occurs ( t max ). The larger the volume, the earlier D max occurs. For a 0.1 ml droplet, D max occurs earliest ( t max = 1.98 s), while for a 0.5 ml droplet, D max appears the latest ( t max = 3.22 s). There is a significant correlation between t max and droplet volume V ( R = 0.995, P = 0.001). The spray hole size has a greater impact on D max compared to t max . With spray hole diameters ranging from 0.4 mm to 0.7 mm, the fractal dimensions of all droplet flames appear at around 2.6 seconds, but the values of D max vary significantly. As the spray hole diameter ( S ) decreases, D max approaches 2. When the spray hole diameter is 0.4 mm, D max is the highest, reaching 1.605, indicating the most drastic change in the geometric complexity of the flame’s outer contour and the least stable combustion process overall.
Audience Academic
Author Bai, Lei
Liu, Changchun
Wang, Liubing
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  surname: Liu
  fullname: Liu, Changchun
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  givenname: Liubing
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  fullname: Wang, Liubing
BackLink https://www.ncbi.nlm.nih.gov/pubmed/40117299$$D View this record in MEDLINE/PubMed
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2025 Bai et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2025 Bai et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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– notice: 2025 Bai et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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Snippet The ignition and combustion process of lubricating oil leaking from an automotive engine onto a hot surface is a major cause of vehicle fires, and the...
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doaj
proquest
gale
pubmed
crossref
SourceType Open Website
Aggregation Database
Index Database
StartPage e0319934
SubjectTerms Algorithms
Automobiles
Automotive engines
Aviation
Chemical reactions
Combustion
Complexity
Contours
Delay time
Diameters
Droplets
Engines
Evolution
Fire prevention
Fire safety
Fires - prevention & control
Fractal geometry
Fractals
Heat
Hole size
Hot surfaces
Hot Temperature
Ignition
Lubricants - chemistry
Lubricating oils
Lubrication
Lubrication and lubricants
Oils & fats
Oils - chemistry
Propagation
Risk assessment
Surface Properties
Temperature
Viscosity
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Title Analysis of ignition and flame geometric characteristics of lubricating oil leaking from automotive engine onto hot surfaces
URI https://www.ncbi.nlm.nih.gov/pubmed/40117299
https://www.proquest.com/docview/3180166125
https://www.proquest.com/docview/3180198107
https://doaj.org/article/5a524f52d9254b1bb88a5825ae59ad9d
http://dx.doi.org/10.1371/journal.pone.0319934
Volume 20
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