Examining the learning fire detectors under real conditions of application

Andronov, Vladimir; Поспелов, Борис; Rybka, Evgenіy; Skliarov, Stanislav

doi:10.15587/1729-4061.2017.101985

Cited by 38 publications

(37 citation statements)

References 9 publications

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“…Paper [2] explores the algorithms and structural circuits of learning FD for various methods of registration of basic physical ignition components. In this case, effectiveness of FD learning and guaranteed fire detection by them depends essentially on both initial conditions and parameters of learning algorithms and the type of flammable material of ignition (type of a fire load at a site).…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…Fig. 1 shows experimental dependences of conditions in a simulation chamber [2] at ignition and combustion of various materials (1 -alcohol, 2 -paper, 3 -wood, 4 -textiles). Magnitude Δt determines the interval of sequence of corresponding registered ignition components of the specified material, which was 0.1 sec.…”

Section: Development Of Algorithms and Structure Of Fire Detectors Camentioning

confidence: 99%

“…For such conditions, it is impossible to design in advance the optimal SAFE with predetermined parameters [1,2]. Actual statistics of loss-causing fires testify to the fact that operating conditions of SAFE on modern sites are varied and unpredictable.…”

Section: Introductionmentioning

confidence: 99%

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Design of fire detectors capable of self-adjusting by ignition

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Section: Literature Review and Problem Statementmentioning

confidence: 99%

Section: Development Of Algorithms and Structure Of Fire Detectors Camentioning

confidence: 99%

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Design of fire detectors capable of self-adjusting by ignition

Поспелов

Andronov

Rybka

et al. 2017

EEJET

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“…Proposed in [5], the algorithms for SFD can be considered in the class of well-known adaptive algorithms of least squares (LMS). LMS properties substantially depend on original conditions and selection of parameter of algorithm convergence [6].…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…Papers [5,14] introduced the concept and formulated the criterion of guaranteed ignition detection on fire protection sites, having the sense of equality of probabilities of false ignition and failure to detect actual ignition for its arbitrary component 1 1…”

Section: General Characteristics Of Adaptation Algorithm Of Fire Detementioning

confidence: 99%

Research into dynamics of setting the threshold and a probability of ignition detection by selfadjusting fire detectors

Поспелов

Andronov

Rybka

et al. 2017

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Assessment of the technical state and the possibility of its control for the further safe operation of building structures of mining facilities

et al. 2019

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There are about 200 operating mines in Ukraine, most of which have not been reconstructed for more than 20 years. Modern anthropogenic and ecological impacts are caused by local technogenic catastrophes and the global ecological crisis. The statistical data on the safety of Ukrainian mines were considered. A literary analysis has been made of advanced expertise in the technical state assessment of the building structures. The purpose of the study is to make optimal decisions when constructing, operating and maintaining the buildings. The procedure for assessing the building state is the result of research, the purpose of which is to develop a technique for reliable and operational assessment of the building structures technical state. In this paper, a technique is proposed for inspecting the constructions and assessing their technical state. The maximum efforts in elements of the adapted frame were used for checking calculations and constructional design. The obtained calculation results were used in determining the sufficiency of existing cross section value of the structure elements. According to the calculation results, a conclusion has been made that hardness, stability and rigidity of the frame elements as a whole are ensured; further operation of the building structures is possible providing for the project development to strengthen building structures and to implement the design solutions at the construction site. In order to ensure the continued normal operation, it is necessary to develop a project for strengthening the structures, as well as a project for fire protection of building structures.

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Examining the learning fire detectors under real conditions of application

Cited by 38 publications

References 9 publications

Design of fire detectors capable of self-adjusting by ignition

Design of fire detectors capable of self-adjusting by ignition

Research into dynamics of setting the threshold and a probability of ignition detection by selfadjusting fire detectors

Assessment of the technical state and the possibility of its control for the further safe operation of building structures of mining facilities

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Examining the learning fire detectors under real conditions of application

Cited by 38 publications

References 9 publications

Design of fire detectors capable of self-adjusting by ignition

Design of fire detectors capable of self-adjusting by ignition

Research into dynamics of setting the threshold and a probability of ignition detection by self­adjusting fire detectors

Assessment of the technical state and the possibility of its control for the further safe operation of building structures of mining facilities

Contact Info

Product

Resources

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Research into dynamics of setting the threshold and a probability of ignition detection by selfadjusting fire detectors