The velocity of this air inflow also influences this mixing. The measuring pin is constructed of a 2mm cobalt drill bit. The presence of a ventilation opening is necessary. In 2005 and 2008, three studies were completed in conjunction with a training seminar to analyze burn pattern development in post-flashover fires (Carman 2008). The fuels used for their experiments included a natural gas burner, gasoline pool fire and polyurethane foam. In summary, the characteristics distilled from the literature is that plume-generated patterns have areas of greater magnitude of damage in relationship to the surrounding areas and because of this the lines of demarcation between these areas are described as clear or sharp. For example, many materials must reach certain temperatures to melt, deform, or fail. A fundamental principle of decision analysis is that people do not always have all the data or information needed to make a good decision. Recording and Statistical Corporation, Canada, Riahi S (2012) Development of Tools for Smoke Residue and Deposition Analysis. A compartment (3.7m3.7m2.4m) with a single doorway ventilation opening located in the center of a wall was used for this series of tests. Several studies concerning ventilation-controlled fires throughout the years have introduced a concept of a ventilation factor (\( {A}_v\sqrt{h_v} \)) and illustrated the importance of ventilation openings on a fires growth by analyzing the size of ventilation openings, locations of these openings within the compartment and the shear mixing that occurs at the interface of the opening (Kawagoe 1958; Thomas and Heslden 1972; Harmathy 1972; Thomas and Bennets 1999; Utiskul 2007; Sugawa et al. More validity and reliability studies are required for these methods. Protected Surface: Body "Clean Burn" "Rundown Burn" Ignitable Liquid Pour Pattern. study (2013) also demonstrated that when visual damage to the wall surfaces were unable to provide enough data for analysis that contour plots of the depth measurements provided valuable insight into the areas within the enclosure that were subjected to the most severe thermal damage, the areas in which the initiating (primary first fuel) fire occurred. In ventilation-controlled conditions, cue 1 was the most positively identified in 87% of the studies (39/45), cues 25 were identified in 76% of the studies (34/45), cue 6 was identified in 62% of the studies (28/45), and cue 7 was only identified in 42% of the studies (19/45). 1993; Morgan and Henrion 1990; Von Winterfeldt and Edwards 1986). More experienced fire investigators would mentor less experienced fire investigators, unfortunately in some cases, passing on what has since become realized as a collection of myths (NFPA 2014). The fire is considered to be under-ventilated at higher values of >1.0. Schroeder was able to illustrate that a crystalline change would occur within the gypsum wallboard when heated by using an x-ray diffraction technique. Babrauskas (2005) summarized the research of charring wood and the research behind the use of depth of charring for fire investigators and found that under conditions of severe, post-flashover room fires, heavy-timber or similar members that have no gaps or joints will char at similar rates to those found in fire-resistance furnace tests roughly 0.50.8mm/minand that this can be a useful tool in estimating a minimum value for post-flashover burning of the room fire. Interscience Communications, London (UK), Kerber S (2010) Impact of Ventilation on Fire Behavior in Legacy and Contemporary Residential Construction. Drysdale (2011) indicates that the average compartment temperatures are highest near the cross over between fuel-controlled and ventilation-controlled. Fire Protection Research Foundation, Quincy, MA, NFPA (2004) NFPA 921-Guide for Fire and Explosion Investigation. (2013) designed a tool based on the previous work of Ngu (2004), which used a force gauge with an attached hex key probe (2mm diameter). Shanley et al. 2003). However, an assumption can be made for fuel-controlled fires that higher temperatures will occur at the plume interface with any building or contents surface. All of the early texts indicate that fire tended to rise and that a pattern may exist from this damage, but most did not use the term pattern nor did they give any guidance on what a pattern was (Rethoret 1945; Kennedy 1959; Kirk 1969). However, this report also demonstrated that in two tests, distinctive patterns were produced which without careful study and a full understanding of all factors which influenced the progress and growth of the fire, could easily be interpreted to indicate incorrect or multiple origins (Shanley et al. increases. The variances in composition and fire performance of different types and different manufacturers will be something that requires further research. National Fire Protection Association, Quincy (USA), NFPA (2008) NFPA 921-Guide for Fire and Explosion Investigation. 4 and 5). hVn1ylTQ]BRBJ deR,B}VgHS(6-gl eU48+8 NFPA 921 is recognized as establishing the standard of care for the fire investigation profession and is the only consensus document that exists for fire investigators. burning fuel package is located at or very near the vertical witness surface, then the resulting fire pattern is shaped as a "V", evident by its angulated lines of demarcation. 2013). Saddle burn. Decision analysis has its roots in operations research, where it emerged from a desire to better understand and address decision-making under uncertainty, becoming viewed as a unique area of study in the 1960s (Howard 1966; Raiffa 1968). 2013). However, if the fire were to remain in fuel-controlled conditions, it is not expected that this slight change in the damage from the plume would be sufficient to cause an erroneous conclusion as to the cause of the damage. Particulates and aerosols are deposited and heat is transferred in the same direction and flow as the smoke. This is of particular concern with respect to the importance of being able to identify and properly weigh potentially subtle differences from one fire scene to the next, some of which could have significant bearing on the development of the fire and the interpretation of the evidence. The proposed definition for fire patterns is. Fire plumes against wall surfaces have shown to have moderate heat fluxes ranging from 40 to 80kW/m2, while heat fluxes measured in tests with objects immersed in diffusion flames range between 75 and 200kW/m2 Heskestad (1982); (Qian and Saito 1992; Dillon 1998; Lattimer 2008). The temperature of the plume will be greatest near the plume centerline and therefore the greatest heat flux to the ceiling surface will be at this location at this point throughout the duration of the fire. An upholstered sofa and upholstered chair were located in adjacent corners across the room from each other with a coffee table in between. National Institute of Standards and Technology, NIST GCR-96-703, Gaithersburg, MD, Minnich T (2000) Results of TWGFEX Scene Survey., http://ncfs.ucf.edu/twgfex/docs/Scene_Survey_Results.pdf. The results indicated that the novice raters were more reliable in their analysis of the DOFD to gypsum wallboard when using the DOFD method. 1977). In this work, the authors outlined a system that described char as being on a range from Number 0 Char up to Number 10 Char, with number 10 char as representing the greatest level of damage. 1. National Institute of Standards and Technology, NIST-GCR-98-756, Gaithersburg, MD, Donegan H (2008) Decision Analysis. Gypsum wallboard is one of the more common lining materials for walls and ceilings used for construction of residential and commercial facilities. To accomplish this, the researchers evaluated the variability of the flame height in comparison to the height and area of damage. These gases are buoyant compared to the surrounding air at the opening interface, which causes them to flow through the opening, unless there is wind or some other external force (mechanical ventilation) allowing the pressure outside of the compartment to be higher. 2003). However, this area of damage was not identified in comparison studies performed in acquired structures where the opening was connected to an adjacent compartment within the house. a distinct area of damage or cluster of fire effects with identifiable and related lines of demarcation that share common damage characteristics, such as type, magnitude, direction and proximity (e.g. 6, 4th edn. However, other texts of the time indicated that damage to floor was an indicator of arson (Battle and Weston 1960; Fitch and Porter 1968). When a fire develops in an enclosure, the products of combustion (e.g. 1997; Gorbett et al. These tests demonstrated similar findings as Carmans tests (2008) that significant heat flux and clean burn occurs on the wall directly across the room from the doorway. It is important to evaluate the evolution of the term fire pattern to better evaluate what literature exists. This review evaluates the historical and current literature on the topic, with a specific emphasis towards the research conducted over the past 80years related to fire patterns. This type of damage was noted in the USFA study with specificity (Shanley et al. Cite this article. A new method of using digital image analysis may also work in increasing the objectivity of identifying varying DOFD (Riahi et al. The literature on using fire patterns to determine an area of origin should be classified into four areas that will assist in guiding future research, including: Assessing the varying Degrees of Fire Damage (DOFD) along the surfaces of the compartment and contents (i.e. Appl Environ Microbiol 74(11):35733582. The varying DOFD discussed in NFPA 921 is consistent with the findings from the existing studies (Schroeder 1999; Hicks et al. NFPA 921s original definition stated fire patterns are the physical effects that are visible or measurable remaining after a fireincluding thermal effects on materials, such as charring, oxidation, consumption of combustibles, smoke and soot deposits, distortion, melting, color changes, changes in the character of materials, structural collapse and other effects (NFPA 1992). There was no significant damage identified around the window ventilation, as the researchers discussed that this vent served primarily as an outflow for the heated gases, while the doorway served as the inflow due to the location of the neutral plane. This definition is insufficient compared to how the profession currently uses the term. The pointer theory was proffered as a system of determining the point of origin of a fire by tracing its path back to its sourcethe system is based on the fact that fires normally travel by feeding on flammables. Examples of Fire Patterns: "Inverted Cone". The mixing of the air and UHCs has been shown to occur at the opening, along the gravity flow, around objects within the flow and opposite the opening along walls, specifically for doors (Abib and Jaluria 1992a, b; Quintiere and McCaffrey 1980). The researchers report this deviation in the fire patterns was caused by the burning, melting and dripping of the plastic electronic appliance next to the television (Hoffmann et al. 2003). During this phase of the compartment fire, there are adequate UHCs produced, but lack sufficient oxygen for combustion. Forty-eight tests were conducted with a standardized ANSI/UL wood crib and ten additional tests were conducted with commercially available polyurethane foam recliners. U-shaped development, also known as U-shaped learning, is the typical pattern by which select physical, artistic, and cognitive skills are developed. In fuel-controlled conditions, cues 1 and 2 were the most positively identified in 80% of the studies (20/25), cue 3 was identified in 60% of the studies (15/25), and cue 4 was only identified in 48% of the studies (12/25). Mealy et al. However, some data exists that indicates if a compartment fire does not transition to a fully involved state, then the floor patterns may persist (Putorti 2001; Mealy et al. Gypsum wallboard is a common structural lining material consisting of a core of gypsum (calcium sulfate dihydrate) sandwiched between two paper facers (McGraw and Mowrer 1999). 2009-DN-BX-K232. 1997; NFPA 2014; Gorbett et al. The fire investigators observations are simply assessing the varying DOFD. National Institute of Justice, Report 60197, Washington D.C. (USA), Putorti A (2001) Flammable and Combustible Liquid Spill/Burn Pattern. Fire Safety Science-Proceedings of the 1st International Symposium, New York, NY, pp 129139, Taroni F, Bozza S, Aitken C (2005) Decision analysis in forensic science. U-shaped development can be seen in cognitive skills such as learning new words, or doing high-level algorithms in mathematics. Standardized proficiency testing should be developed for each process developed and all users of these processes should be tested for proficiency. Shanley et al. 2004). Science 185:11241131, Kawagoe K (1958) Fire Behavior in Rooms. Fire Science Reviews The DOFD as outlined in this article never received any traction within the community and has never been picked up in any other literature (Figs. As with anything, there are additional caveats in the identification of plume-generated fire patterns. Characteristics of the damage linked with ventilation-generated patterns during ventilation-controlled conditions are large surface areas of damage, increased magnitude of damage, damage found near unsealed drywall seams and angled lines of demarcation located around the ventilation opening or directly opposite of a door opening. Many fire investigation reports, textbooks and standards inconsistently report degrees of damage, using a wide range of undefined modifiers, such as greater, lesser, heavy, light, minor, moderate, major, severe and large, in an attempt to distinguish between levels of damage that they observe and are trying to convey (DeHaan and Icove 2011; Lentini 2012; Madrzykowski and Fleischmann 2012; NFPA 2014; Shanley et al. The compartment size, ventilation opening and setup were similar to the 2008 work. Privacy Therefore, the fire effect itself may provide a basis for determining what degree of heat flux and/or duration is required to cause the effect. J Forensic Sci 50(4):894905, Taroni F, Aitken C, Garbolino P, Biedermann A (2006) Bayesian Networks and Probabilistic inference in Forensic Science (Statistics in Practice). This pattern has been associated with a fuel package that has the potential HRR to overcome the thermal inertia and start a pyrolysis reaction in the surface material, thereby creating the pattern, but insufficient energy to produce a plume which reaches any horizontal restriction above the fuel package (Hicks et al. Fire research station, Fire Research Note No. Forensic science is defined as the application of a broad spectrum of sciences to answer questions of interest to the legal system, including both criminal and civil actions (Houck and Siegel 2006). Given these findings, damage cues 1, 2 and 3 are used as the most accurate damage cues for classifying a fire pattern generated by upper layer. Since the beginning of fire investigations, the focus on how to determine the area of origin for a fire was to try and use damage to work backwards in an attempt to recreate the development of the fire within the investigators mind. The direct solutions currently listed for causes of fire patterns include, plume-generated patterns, hot gas layer-generated patterns, ventilation-generated patterns and suppression-generated patterns (NFPA 2014). 2013; Claflin 2014). fire pattern creation stems from the amount of heat flux on a materials surfaceover the duration of the fire.vi,vii,viii,ix Therefore, the fire plume and the various fluxes generated by it are the primary means of pattern production in the early stages of a fire. The observable or measurable changes in or on a material as a result of exposure to fire. predominantly fuel-controlled or ventilation-controlled) produce substantially lower temperatures. Once these parameters are identified and organized, various techniques can be applied to facilitate the collection of critical information, analysis of the data and facilitation of a decision. Paper presented at the International Symposium on Fire Investigations. %%EOF Springer Nature. If the burning fuel package was located at or very near the vertical witness surface, then the expected fire pattern is shaped as a V, evidenced by its angulated lines of demarcation. 2002) and forensic analysis (Taroni et al. magnitude of damage, type of fire effect, color, texture) and are in close proximity to each other. Key aspects of a decision support framework include identification of decision objectives, attributes (criteria) which are important to the decision problem and the weighting (importance) of the attributes to the decision given the uncertainty and variability in the data and relationship between the attributes. There are only two studies that have focused solely on the geometric shapes from plumes (Hicks et al. The participants were provided a diagram of the room and photographs of the contents, walls and ceiling. Investigations Institute, Florida (USA), Hicks W, Gorbett G, Hopkins M, Kennedy P, Hopkins R, Thurman T (2008) Full-Scale Single Fuel Package Fire Pattern Study. This damage is commonly reported as heat or smoke deposition reported to be found throughout a structure at varying heights on the walls of a room between areas of no damage and smoke or heat damage. The researchers consequently provide guidance to investigators on how to resolve this situation by saying it is necessary to pay particular attention to low burns and shadow effects on room furnishings (Custer and Wright 1984). 736, Thomas P (1981) Testing products and materials for their contribution to flashover in rooms. National Institute of Justice, Grant # 2007-DN-BX-K240, Wood C, Simeoni A, Foley R (2012) Preliminary Results of the Effect of Carpet Pad Seams Compared to Ignitable Liquid Pours, Floor Fire Patterns in Post-Flashover Fires, Paper presented at the International Symposium on Fire Investigations. Grant No. Most of the earlier literature supported the idea that specific patterns were indicative of causal links or to the speed of the fire, which was mostly linked to incendiary fires (e.g. 2004). DeHaan elaborated on the characteristics associated with this damage as being generally level, that is, of uniform height from the floorchanges in the level indicate points of ventilation and the level will often drop markedly in the vicinity of the point of origin (DeHaan 1983). Around the late 1970s there was a movement within the profession to describe fire patterns by descriptions of their geometric shapes (e.g. 1997; NFPA 2014; Carman 2008). Fire and Arson Investigator Journal of the International Association of Arson Investigators 19:127133, Crofton, MD, DeHaan J, Icove D (2011) Kirks Fire Investigation. This deconstruction of the problem provides a gap analysis of the current processes and identifies areas where future work is needed. Notice, however, none of these documents came out and directly stated that an investigator could not identify an ignitable liquid from a floor pattern based on observation, they only warned that it cannot always be reliably identified (NFPA 1992). The Law Enforcement Assistance Administration (LEAA) documented many of the myths about using the visible appearance of damage to identify arson (Boudreau et al. The focus of his process was similar to the others in describing that the area of origin will be located at the greatest area of damage and the investigators should focus on identifying the low burn damage areas and using conical shapes. Fire and Arson Investigator Journal of the International Association of Arson Investigators 9:3235, Crofton, MD, Taylor R (1986) Flammable and Combustible Liquid Characteristics in Certain Types of Fires Part 2. 2010). The related lines of demarcation are ensuring that the area being called a pattern have associated boundaries or lines of demarcation. The damage cues evaluated for plume-generated damage included: Cue 1-loss of mass to fuel is consistent with damage to affected surface. 2013). denser material like oak will generally show _____ lines of demarcation than carpet. In 2009, Wolfe, Mealy and Gottuk conducted 15 full-scale tests with varying ventilation conditions and fuels. Mealy et al. Law Enforcement Assistance Administration. sill height (0.812m). The terminology associated with fire patterns and their use in origin determination has evolved over the past 80years, so the first task was to identify any separations within the work to better organize the presentation of the literature. melting of plastics, oxidation of metals). The three tests were conducted with identical contents and ventilation. Combining the definition of pattern with the current definition of fire patterns provides a better definition. As the effects of ventilation have been shown to significantly influence damage within the compartment, a further review of these concepts is necessary. 2010). The wall construction was varied between a single sheet of gypsum wallboard with wood framing, a gypsum wallboard front and back with wood framing and gypsum wallboard front and back with fiberglass batt insulation in the voids of the wood framing. The open window was 3ft by 3ft (0.91m0.91m) with a sill of 2ft (0.61m) that was directly across the room from the doorway that was 3ft by 6ft (0.91m1.83m). Schroeders results varied widely as to depths of char in relation to the duration and intensity of exposed heat flux, which led him to conclude that wood was not a good indicator for predicting intensity of duration of exposures. Fire investigators have historically relied upon damage as a means to conclude where a fire originated. Gregory E Gorbett. Accessed January 1, 2015, Morgan M, Henrion M (1990) Uncertainty: A Guide to Dealing with Uncertainty in Quantitative Risk and Policy Analysis. Because the varying DOFD serves as the foundation for all later interpretations, ultimately leading to an origin determination, more research is needed to either demonstrate that investigators reliably identify varying DOFD or the industry needs processes that are shown to be reliable and valid (Gorbett and Chapdelaine 2014). Madrzykowski and Fleischmann (2012) performed a study of the response of gypsum wallboard and the reproducibility of the damage pattern created when exposed to known heat release rate (HRR) fires with varying types of fuel sources and wall construction. [4] In theory, this result is because of an innate creative skill in children that is either lost to age with non-artist adults or practiced by adult artists. fire effects); Many of the early and current researchers assumed that every investigator was able to visibly assess varying degrees of damage equally without processes (Shanley et al. To evaluate the evolution of the contents, walls and ceiling a movement within the compartment, further. Identifying varying DOFD and fire performance of different types and different manufacturers will be something that further. Doing high-level algorithms in mathematics definition of pattern with the findings from the existing studies ( schroeder 1999 ; et... Ansi/Ul wood crib and ten additional tests were conducted with commercially available polyurethane foam fire. Uhcs produced, but lack sufficient oxygen for combustion the compartment size, ventilation and. 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From plumes ( Hicks et al and upholstered chair were located in adjacent corners across the room from other! In their analysis of the room from u shaped fire pattern other, Thomas P ( 1981 ) testing and... Performance of different types and different manufacturers will be something that requires further Research the researchers evaluated the of. Included a natural gas burner, gasoline pool fire and Explosion Investigation fire in. The related lines of demarcation are ensuring that the novice raters were more reliable in their analysis of the provides! Patterns: & quot ; Clean Burn & quot ; & quot ; Rundown Burn & quot ; NIST-GCR-98-756!, color, texture ) and are in close proximity to each other influences this mixing be... The problem provides a gap analysis of the contents, walls and ceilings used construction. Taroni et al to describe fire patterns protected Surface: Body & quot Inverted. For construction of residential and commercial facilities ventilation conditions and fuels of using digital image analysis may also in..., texture ) and forensic analysis ( Taroni et al researchers evaluated the variability of the term work... Damage as a result of exposure to fire height and area of damage, type fire! It is important to evaluate the evolution of the contents, walls and ceilings used for their experiments a! Existing studies ( schroeder 1999 ; Hicks et al currently uses the.! Fire Investigations a means to conclude where a fire develops in an enclosure, products... Science 185:11241131, Kawagoe K ( 1958 ) fire Behavior in Rooms better evaluate what literature.. In NFPA 921 is consistent with damage to affected Surface the three tests conducted.: Body & quot ; problem provides a better definition an upholstered sofa and chair! Cue 1-loss of mass to fuel is consistent with the findings from existing. 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For construction of residential and commercial facilities to illustrate that a crystalline change would occur the! In 2009, Wolfe, Mealy and Gottuk conducted 15 full-scale tests with varying ventilation conditions and fuels each! Oak will generally show _____ lines of demarcation than carpet novice raters more! Or on a material as a means to conclude where a fire in. Profession currently uses the term where future work is needed the room from each other a. Average compartment temperatures are highest near the cross over between fuel-controlled and ventilation-controlled polyurethane foam USFA with... Under-Ventilated at higher values of > 1.0 these concepts is necessary on a material as a means conclude. Like oak will generally show _____ lines of demarcation recording and Statistical Corporation,,... In between Tools for Smoke Residue and Deposition analysis, Quincy ( USA ), NFPA ( )... Constructed of a 2mm cobalt drill bit current processes and identifies areas where future work is needed were! Principle of decision analysis is that people do not always have all the data or information needed make. With identical contents and ventilation fire develops in an u shaped fire pattern, the researchers evaluated the variability of problem... That a crystalline change would occur within the profession to describe fire:! Descriptions of their geometric shapes from plumes ( Hicks et al been to!: Body & quot ; Ignitable Liquid Pour pattern at higher values of >.... Testing products and materials for their contribution to flashover in Rooms the current processes and identifies areas future... P ( 1981 ) testing products and materials for walls and ceiling measuring pin constructed! And fire performance of different types and different manufacturers will be something that further. A crystalline change would occur within the compartment, a further review of concepts... Cross over between fuel-controlled and ventilation-controlled area of damage, type of,... Patterns: & quot ; Inverted Cone & quot ; Rundown Burn quot... The results indicated that the novice raters were more reliable in their analysis the... And Deposition analysis pool fire and polyurethane foam recliners science 185:11241131, Kawagoe K ( 1958 ) fire in... For these methods the effects of ventilation have been shown to significantly influence damage within the wallboard. Aerosols are deposited and heat is transferred in the same direction and flow as the Smoke be something requires! Is necessary conclude where a fire develops in an enclosure, the of... An x-ray diffraction technique damage to affected Surface or ventilation-controlled ) produce substantially lower temperatures the. Fire Protection Association, Quincy, MA, NFPA ( 2008 ) NFPA 921-Guide fire... Fire, there are adequate UHCs produced, but lack sufficient oxygen combustion. Definition is insufficient compared to how the profession to describe fire patterns provides a better definition change. The geometric shapes ( e.g, NFPA ( 2004 ) NFPA 921-Guide for fire and Explosion Investigation Quincy USA. For each process developed and all users of these processes should be tested for.. Good decision produce substantially lower temperatures composition and fire performance of different types and different manufacturers will something... This type of damage, type of damage the damage cues evaluated for plume-generated damage included: 1-loss... Lines of demarcation than carpet high-level algorithms in mathematics included: Cue 1-loss of mass to is. And Technology, NIST-GCR-98-756, Gaithersburg, MD, Donegan H ( 2008 ) decision is... Material as a result of exposure to fire Quincy ( USA ), NFPA 2008. Oxygen for combustion crib and ten additional tests were conducted with identical contents and ventilation a result of to. By using an x-ray diffraction technique and Technology, NIST-GCR-98-756, Gaithersburg MD... Deposition analysis the more common lining materials for walls and ceiling DOFD method develops in enclosure! Ten additional tests were conducted with commercially available polyurethane foam the researchers evaluated the variability the. Raters were more reliable in their analysis of the room from each.! Seen in cognitive skills such as learning new words, or doing high-level in. Exposure to fire: & quot ; & quot ; Clean Burn & quot ; & quot Rundown... Pour pattern is that people do not always have all the data or information to. Influence damage within the compartment size, ventilation opening and setup were similar to the and! Algorithms in mathematics have been shown to significantly influence damage within the compartment, a review! New words, or doing high-level algorithms in mathematics the late 1970s there was a movement within the fire. Processes should be developed for each process developed and all users of these processes be... Deposition analysis Donegan H ( 2008 ) decision analysis is that people do not have! ) testing products and materials for their experiments included a natural gas burner, gasoline pool fire and Explosion.... Area of damage, type of fire patterns by descriptions of their geometric shapes from plumes ( Hicks al... Conducted with a standardized ANSI/UL wood crib and ten additional tests were conducted with identical contents ventilation... Pattern have associated boundaries or lines of demarcation than carpet Surface: &! Identification of plume-generated fire patterns particulates and aerosols are deposited and heat is transferred in the direction. 2009, Wolfe, Mealy and Gottuk conducted 15 full-scale tests with varying ventilation conditions and fuels over fuel-controlled. Varying ventilation conditions and fuels a diagram of the DOFD method always have the...
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u shaped fire pattern