Anton Myroshnychenko
National University of Civil Defence of Ukraine
https://orcid.org/0000-0002-5104-0657
Roman Shevchenko
National University of Civil Defence of Ukraine
https://orcid.org/0000-0001-9634-6943
DOI: https://doi.org/10.52363/2524-0226-2021-34-14
Keywords: emergency situation, mathematical model, warning technique, railway tunnels, explosive device
Аnnotation
The paper considers the solution of the problem of increasing the efficiency of the process of prevention of terrorist emergencies in the tunnels of railway transport. Within the framework of the set scientific task the current state of the issue of formation of the mathematical apparatus of methods of counteraction to emergency situations of terrorist character in railway tunnels is analyzed. The physical field and conditions of formation of the mathematical model of prevention of emergencies of terrorist character in railway tunnels and the corresponding technique on its basis are defined. At the final stage of solving the scientific problem, the basic equations of the mathematical model of prevention. In the course of successive solution of the tasks, the existing contradictions in the physical field of model formation are identified and a clear range of functional limitations is formed. Accordingly, the control algorithm of the method should take into account the multilevel liquidation works and the corresponding preliminary procedures for calculating the parameters of the extinguishing pulse and determining the minimum possible distance of blasting, taking into account the risk of pyrotechnics by fragments and structural elements of the railway tunnel. The results obtained in the work allow to further develop a number of practical recommendations for improving the existing standard operating procedures in the case of using additional protection devices and methods of its application in order to reduce the time of localization of terrorist emergencies in railway tunnels, preventing their growth to a higher level of danger, and ensuring a sufficiently high level of individual and collective protection of SES personnel and civilians.
References
- Wray, C. (2017). Keeping America Secure in the New Age of Terror. Statement Before the House. URL: https://www.fbi.gov/news/ testimony/keeping-america-securein-the-new-age-of-terror
- Gus, M. (2017). Understanding Homeland Security. Los Angeles: SAGE, 456.
- Lundberg, R. (2019). Archetypal Terrorist Events in the United States. Studies in Conflict Terrorism, 42:9, 819–835. doi: 10.1080/1057610X.2018.1430618
- Mauroni, A. (2019). The rise and fall of counter proliferation policy. The Nonproliferation Review, 26:1–2, 127–141. doi: 10.1080/10736700.2019.1593691
- Skilling, L., Zapasnik, M. (2017). Addressing the Explosive Hazard Threat in Northern Syria: Risk Education on Landmines, UXO, Booby Traps, and IEDs. Journal of Conventional Weapons Destruction, 21, 2, 14. Retrieved from https://commons.lib.jmu.edu/cisr-journal/vol21/iss2/14
- Xiao, T., Horberry, T., Cliff, D. (2015). Analysing mine emergency management needs: a cognitive work analysis approach. International Journal of Emergency Management (IJEM), 11, 3, 191–208. Retrieved from http://www.inderscience.com/offer.php?id=71705
- Toan, D. Q. (2015). Train-the-Trainer Trauma Care Program in Vietnam. Journal of Conventional Weapons Destruction, 19, 1, 9. Retrieved from http://commons.lib.jmu.edu/cisr-journal/vol19/iss1/9
- Smith, A. (2017). An APT Demining Machine. Journal of Conventional Weapons Destruction, 21, 2, 15. Retrieved from http://commons.lib.jmu.edu/cisrjournal/vol21/iss2/15
- Hadjadj, A. Sado, O. (2013). Shock and blast wave mitigation. Shock Waves, 23, 1–4. doi: 10.1007/s00193-012-0429-0
- Tyas, A., Rigby, S. E., Clarke, S. D. (2014). Preface on special edition on blast load characterization. International Journal of Protective Structures, 7, 3, 302–304. doi: 10.1177/2041419616666340
- Blakeman, S. T., Gibbs A. R., Jeyasingham, J. (2012). A study of mine resistant ambush protected (MRAP) vehicle as a model for rapid defence acquisitions. MBA Professional Report Monterey Naval School. Retrieved from http://www.dtic.mil/dtic/tr/fulltext/u2/a493891.pdf
- Sherkar, P., Whittaker, A. S., Aref, A. J. (2012). Modeling the effects of detonations of high explosives to inform blast-resistant design. Technical Report MCEER10–0009. Retrieved from: http://mceer.buffalo.edu/pdf/report/10-0009.pdf
- Armor Thane Reduces the Impact from Bombs and Bullets. Retrieved from https://www.armorthane.com/protective-coating-applications/blast-mitigationprotection.htm
- Togashi, E., Baum, J. D., Mestreau, E., Löhner, R., Sunshine, D. (2012). Numerical simulation of long duration blast wave evolution inconfined facilities. Shock Waves. 20, 409–424. doi: 10.1007/s00193-010-0278-7
- Snyman, I. M., Mostert, F. J. Olivier, M. (2016). Measuring pressure in a confined space. 27th international symposium on ballistics, 22–26.
- Anthistle, T., Fletcher, D. I. Tyas, A. (2016). Characterization of blast loading in complex, confined geometries using quarter’s symmetries per mental methods. Shock Waves, 26(6), 749–757. doi: 10.1007/s00193-016-0621-8
- Edri, I., Savir, Z., Feldgun, V. R., Karinski, Y. S. Yankelevsky, D. Z. (2012). On blast pressure analysis due to a partially confined explosion: III. Experimental studies. International Journal of Protective Structures, 2(1), 1–20. doi: 10.1260/2041-4196.3.3.311
- Tytov, R. V. Anysyn, A. V. (2010). Vlyianye razlychnыkh faktorov mynnovzrыvnыkh porazhenyi na эksperymentalnoe zhyvotnoe, oblachennoe vo vzrыvozashchytnыi kostium. Vest. nats. medyko-khyrurh. Tsentra, 5, 4, 80–83.
- Andreev, S. H., Babkyn, Yu. A., Baum, F. A. et al; pod red. Orlenko L. P. (2002). Fyzyka vzrыva: 2, 1, 3-e yzd., pererab. FYZMATLYT, 832.
Analysis of operational actions of emergency rescue formations using the method of network planning
Ihor Neklonskyi
National University of Civil Defence of Ukraine
http://orcid.org/0000-0002-5561-4945
Serhii Ragimov
National University of Civil Defence of Ukraine
http://orcid.org/0000-0002-8639-3348
Maruna Novozhylova
M. Beketov National University of Urban Economy in Kharkiv
http://orcid.org/0000-0002-9977-7375
DOI: https://doi.org/10.52363/2524-0226-2021-34-13
Keywords: tactical capabilities, operational actions, network graph, critical path
Аnnotation
A network model of operational actions of emergency rescue teams in the elimination of the consequences of emergency situations in a graphical and mathematical representation has been developed. The use of the model makes it possible to plan or analyze the process of organizing operational actions of civil protection units, to manage the course of its implementation. This is relevant for the planned period of emergency response. The task of forming performers of individual works in the elimination of the consequences of emergency situations has been formulated. The essence of the task is reduced to the ability to choose from a variety of civil protection units the necessary performers and assign them to work. Moreover, upon the appointment, the entire complex of works was completed within a given deadline and with minimal costs. Formalization of the corresponding problem made it possible to bring it to the classical assignment problem, which is solved by Kuhn's method. The use of a dynamic programming algorithm made it possible to obtain an initial approximation of the solution of the problem at which the cost of performing a complex of emergency rescue operations will be minimal. To optimize the network graph of operational actions by reducing the length of the critical path, a dynamic programming method is proposed. The research results are synthesized into an algorithm. The implementation of the algorithm is to consistently clarify the assignments of performers to work. This makes it possible to determine the minimum costs for the implementation of the rescue plan within a given time frame (if such a solution exists), as well as to estimate the minimum time for carrying out emergency rescue operations for a given set of possible performers.
References
- Ferreira, C., Ribeiro, J., Clift, R., Freire, F. (2019). A Circular Economy Approach to Military Munitions: Valorization of Energetic Material from Ammunition Disposal through Incorporation in Civil Explosives. Sustainability, 11(1), 1–14. doi: 10.3390/su11010255
- Liu, H. Wang, Y., Zhu, H. (2015). The technology method research of scrap ammunition destruction, 3rd International Conference on Mechanical Engineering and Intelligent Systems (ICMEIS 2015). Atlantis Press, 201–205. doi:10.2991/icmeis-15.2015.39
- Drobakha, Hr., Neklonskyi, I., Kateshchenok, A., Sobyna, V., Taraduda, D., Borysova, L., & Lysachenko, I. (2019). Structural and functional simulation of interaction in the field of aviation safety by using matrices. Archives of Materials Science and Engineering, 95, 2, 67–76. Retrieved from http://repositsc.nuczu. edu.ua/handle/ 123456789/9000
- Neklonskyi, I. M., Smyrnov, O. M. (2020). Matematychna model protsesu utylizatsii taktychnykh raket 9M21. Problemy nadzvychainykh sytuatsii, 1(31), 211–225. Retrieved from http://repositsc.nuczu.edu.ua/handle/123456789/11794
- United Nations Office for Disarmament Affairs. (2015). International ammunition technical guideline IATG 10.10:2015 [E]. Demilitarization and destruction of conventional ammunition. New York: USA. Retrieved from https://s3.amazonaws.com/unoda-web/wp-content/uploads/2019/05/IATG-10.10-Demilitarization-and-Destruction-V.2.pdf
- Karlos, V., & Solomos, G. (2013). Calculation of Blast Loads for Application to Structural Components. Luxembourg: Publications Office of the European Union. doi: 10.2788/61866
- Solomos, G., Larcher, M., Valsamos, G., Karlos, V., Casadei, F. (2020). Asurvey of computational models for blast induced human injuries for security and defence applications: JRC Technical Reports. Ispra: European Commission. doi: 10.2760/685
- Valsamos, G., Casadei, F., Larcher, M., Solomos, G. (2015). Implementation of Flying Debris Fatal Risk Calculation in EUROPLEXUS. Luxembourg: Publications Office of the European Union. doi: 10.2788/058640
- Larcher, M., Casadei F., Solomos, G. (2014). Simulation of blast waves by using mapping technology in EUROPLEXUS. Publications Office of the European Union. doi: 10.2788/98310
- Costin, N. S. (2014). The explosive atmosphere conditions required to carry out an improvised explosive device and numerical simulation of detonation. Revista Academiei Fortelor Terestre, 1(73), 132–137. Retrieved from https://www.armyacademy.ro/reviste/rev1_2014/NICULAE.pdf
Simulation of the working area of a local rtls system of the emergency area
Alexander Zakora
National University of Civil Defence of Ukraine
http://orcid.org/0000-0001-9042-6838
Andrey Feshchenko
National University of Civil Defence of Ukraine
http://orcid.org/0000-0002-4869-6428
Larisa Borysova
National University of Civil Defence of Ukraine
http://orcid.org/0000-0001-6554-1949
Vladyslav Mykhailyk
National University of Civil Defence of Ukraine
http://orcid.org/0000-0001-9544-7937
DOI: https://doi.org/10.52363/2524-0226-2021-34-11
Keywords: RTLS, local location, positioning accuracy, radio propagation
Аnnotation
A mathematical model of a differential-rangefinder local positioning system has been developed, which in real time makes it possible to predict the working area of the system, taking into account the construction barriers of the emergency zone. The conditions of propagation of high-frequency signals, which determine the quality of positioning and the accuracy characteristics of the system, are taken into account. To simplify the simulation, a number of assumptions were made regarding the parameters of the obstacles and the conditions of radio wave propagation, which make it possible to simplify the prediction process. On the basis of the geometric criterion and the criterion of maximum removal, a modified geometry coefficient (zone coefficient) was obtained, which is proposed to be used as the basis for a mathematical forecasting model. Using this criterion, a computational algorithm and a program for operational forecasting of the working area of local positioning have been developed, which make it possible to take into account the influence of the number of beacons, the geometry of the system and the location of building barriers to the propagation of radio signals on the shape of the working area. In the process of modeling, both geometric and general physical laws of the formation of the field of radio navigation support were taken into account. A study of the operation of the modeling system was carried out in the presence of several radio beacons, in the absence and in the presence of several construction barriers within the emergency zone. The developed mathematical model makes it possible to calculate the size of the positioning zones with the determination of the boundary conditions for the reliabil- ity and accuracy of the navigation support of rescuers. Taking into account the process of predicting the impact of obstacles in the emergency zone on the type and size of the working area of the positioning system allows the head of emergency response to make the right management decision, ensure safe working conditions for rescuers and optimize emergency response.
References
- GPS monitoring system. System «SMOK» in the fire service. 2018. Retrieved from: https://www.eltegps.com/pdf/Systems-implementations-for-Polish-State-FireService.pdf
- Mahonin, V., Chudnikov, V., Rudakov, I. (2018). Metod opredeleniya koordinat mobilnyih abonentov v RTLS. Besprovodnyie tehnologii, 1, 42–44. Retrieved from: https://wireless-e.ru/wp-content/uploads/5042.pdf
- Professional digital two-way radio MotoTRBO™DP4401 EX non-display portable user guide. 2015. 62 p. Retrieved from: https://krikam.net/upload/iblock/81f/MotoTRBO_DP4401_Ex_instr_rus.pdf
- Bulyichev. Yu. G. Radiotehnicheskie metodyi opredeleniya mestopolozheniya i parametrov dvizheniya ob'ektov. 2015. Retrieved from: https://ozlib.com/934673/tehnika/radiotehnicheskie_metody_opredeleniya_mestopolozheniya_i_parametrov_dvizheniya_obektov
- Kustov, M. V., Basmanov, O. I., Melnychenko, A. S. Modeliuvannia zony khimichnoho urazhennia v umovakh lokalizatsii nadzvychainoi sytuatsii // Problemy nadzvychainykh sytuatsii. Kharkiv. 2020. № 2 (32). 145–157. Retrieved from: http://pes.nuczu.edu.ua/images/arhiv/32/1/kustov.pdf
- Linjun, Yu, Yalan, Liu, Tianhe Chi, Lin Peng. An iBeacon-based indoor and outdoor positioning system for the fire emergency command. Forum on Cooperative Positioning and Service (CPGPS). IEEE. 2017. Retrieved from: https://ieeexplore.ieee.org/document/8075148
- Vamsi, Karthik Vadlamani, Manish, Bhattarai, Meenu Ajith, Manel MartınezRamon. A Novel Indoor Positioning System for unprepared firefighting scenarios. Electrical and Computer Engineering. University of New Mexico. Albuquerque. 2020. Retrieved from: https://arxiv.org/abs/2008.01344
- Lei, Niu. A Survey of Wireless Indoor Positioning Technology for Fire Emergency Routing. Lanzhou Jiaotong University. Retrieved from: https://www.researchgate.net/publication/263019395_A_Survey_of_Wireless_Indoor_Positioning_Technology_for_Fire_Emergency_Routing
- Costa, F., Monorchio, A., Manara, G. Theory, design and perspectives of electromagnetic wave absorbers. IEEE Electromagnetic Compatibility Magazine. 2016. № 2. Vol. 5. 67–74.
- Borland C++Builder Developer’s Guide. Borland Software Corporation 100 Enterprise Way/ Scotts Valley. 1284 p. Retrieved from: http://it.onat.edu.ua/docs/1_[ENGLISH]_C++_Borland_Builder_VCL_Book.pdf
Development of an approach to the location of fire hydrant-kits in the building plan
Olena Petukhova
National University of Civil Defence of Ukraine
https://orcid.org/0000-0002-4832-1255
Stella Gornostal
National University of Civil Defence of Ukraine
http://orcid.org/0000-0003-0789-7669
Sergey Shcherbak
National University of Civil Defence of Ukraine
https://orcid.org/0000-0003-1133-0120
Hanna Levenko
National University of Civil Defence of Ukraine
https://orcid.org/0000-0002-5944-9529
DOI: https://doi.org/10.52363/2524-0226-2021-34-12
Keywords: internal fire-fighting water supply, fire hydrant-kit, water consumption, fire protection
Аnnotation
The paper proposes and substantiates the approach to the location of fire hydrant kits in the plan of the building, which is one of the main areas of implementation of the required level of its fire protection system. It is determined that the location of fire hydrant kits is a must to ensure irrigation of each point of the room with the required number of jets, which affects the success of the use of internal fire water for firefighting. The parameters influencing the location and number of fire hydrant sets in the building are investigated. It is shown that when using fire hoses of maximum length, the radius of the fire hydrant set increases and their required number decreases accordingly. The diameter of the fire hose affects the water consumption obtained from the crane set and must be at least standard. It is shown that when choosing the number of fire hydrant sets, in addition to the characteristics of their equipment, it is necessary to take into account the design features of the room and the standard number of jets, which significantly affects the economic component. The principles of placement of the main and additional fire hydrant sets for different number of jets at each point of the room are investigated. Based on the analysis of parameters that affect the number of fire hydrant kits in the plan of the building, an approach to the placement of PAC on the principle of their reasonable sufficiency. The efficiency of the proposed approach to the placement of fire hydrant kits is established. Evaluation of the effectiveness of the proposed approach to the placement of fire hydrant kits showed that the rationale for the decision on the number of main and additional fire hydrant kits in the building allows to meet regulatory requirements for irrigation of each point of the room with the required number of jets. protection.
References
- Sіzіkov, O. O., Nіzhnik, V. V., Uhans'kij, R. V., Ballo, Y. V. (2015). SHlyahi zabezpechennya efektivnoї ekspluatacії sistem vnutrіshn'ogo protipozhezhnogovodoprovodu u visotnih budіvlyah. Naukovij vіsnik UkrNDІPB, (2), 4–10. Retrievedfrom http://nbuv.gov.ua/UJRN/Nvundipb_2015_2_3
- Meshman, L. M. (2019). CHastnye voprosy po proektirovaniyu vnutrennego protivopozharnogo vodoprovoda. Fire and Explosion Safety, 28(3), 98–100. Retrieved from https://cyberleninka.ru/article/n/chastnye-voprosy-po-proektirovaniyuvnutrennego-protivopozharnogo-vodoprovoda
- Kalach, A. V., Cherepanov, E. A., Dmitriev, E. V., & Akulov, A. Y. (2021). Optimization of the number of pumping stations when tracing distribution lines of the external fire-fighting water supply system. In Journal of Physics: Conference Series, 1902 (1), 1–8. Retrieved from https://iopscience.iop.org/article/10.1088/1742-6596/1902/1/012069/meta
- Binio, J., Kieliszek, S. (2018). Analysis of the use for Fire Protection Water Supply Systems in public utility buildings and residential buildings. In MATEC Web of Conferences EDP Sciences, 247, 1–7. doi: 10.1051/matecconf/201824700010
- Petuhova, O. A., Gornostal', S. A. (2018). Harakteristiki obladnannya vnutrіshn'ogo protipozhezhnogo vodoprovodu. Problemy pozharnoj bezopasnosti, (44), 107–111. Retrieved from http://repositsc.nuczu.edu.ua/handle/123456789/8604
- Hickey, H. E. (2013). Water Supply Systems and Evaluation Methods, Vol. II: Water Supply Evaluation Methods. FEMA, 182.
- Siu-hang Lo, S. (2010). Fire fighting in high-rise buildings: the role for engineers. In Proceedings of the Institution of Civil Engineers-Civil Engineering. Thomas Telford Ltd., 163 (6), 20–26. doi: 10.1680/cien.2010.163.6.20
- ZHelyak, V. І., Lazarenko, O. V., Regush, A. Y. (2015). Osoblivostі gіdravlіchnogo rozrahunku sistemi vnutrіshn'okvartirnogo pozhezhogasіnnya. Pozhezhna bezpeka, 26, 65–70. Retrieved from https://hdl.handle.net/123456789/1917
- Davis, S. (2000). Fire Fighting Water: A Review of Fire Fighting Water Requirements A New Zealand Perspective. School of Engineering University of Canterbury: New Zealand, 110. Retrieved from http://hdl.handle.net/10092/8346
- Min, S. H., Jeong, S. H. (2012). A Study on Improvement of Discharge Pressure Measurement of Indoor Fire Hydrant System. Fire Science and Engineering, 26(3), 67–72. doi:10.7731/KIFSE.2012.26.3.067
- Yadav, A., Patel, P. (2014). Assessment of water requirement and calculation of fire flow rates in water based fire fighting installation. International Journal of Innovations in Engineering and Technology, 4(1), 5–12. Retrieved from http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.452.3849&rep=rep1&type=pdf
- Grimwood, P., & Sanderson, I. A. (2015). A performance based approach to defining and calculating adequate firefighting water using s. 8.5 of the design guide BS PD 7974: 5: 2014 (fire service intervention). Fire Safety Journal, 78, 155–167. Retrieved from https://www.sciencedirect.com/science/article/abs/pii/S0379711215300151
- Petuhova, O. A., Gornostal', S. A., SHCHerbak, S. M. (2020). Viznachennya harakteristik skladovih pozhezhnih kran-komplektіv virobnichoї budіvlі. Problemy pozharnoj bezopasnosti, 48, 130–135. Retrieved from http://repositsc.nuczu.edu.ua/handle/123456789/11986
Study of fire flow statistics occurring in cities
Roman Kovalenko
National University of Civil Defence of Ukraine
http://orcid.org/0000-0003-2083-7601
Sergii Nazarenko
National University of Civil Defence of Ukraine
https://orcid.org/0000-0003-0891-0335
Volodymyr Demianyshyn
National Academy of National Guard of Ukraine
http://orcid.org/0000-0003-1734-4021
Oleksandr Kolienov
National University of Civil Defence of Ukraine
http://orcid.org/0000-0002-3736-9165
Valeriya Semkiv
National University of Civil Defence of Ukraine
http://orcid.org/0000-0002-1584-4754
DOI: https://doi.org/10.52363/2524-0226-2021-34-10
Keywords: call flow, fire, rescue formation, statistics, Poisson distribution law
Аnnotation
The flow of calls related to fires occurring on the territory of cities has been investigated. To do this, using the methods of cluster analysis, the cities were divided into groups according to the criteria of population size and area. As a result, the cities were grouped into six groups. Only Kiev was included in a separate group. Further, five cities were selected from each of the groups and statistics on the number of fires for the period of 2020 were processed. Based on the data obtained, a statistical hypothesis was tested that the flow of fires occurring in cities can be described by the Poisson distribution law. The Romanovsky criterion was chosen as the consistency criterion. In total, out of 26 cities under study in 7 cities, the call flow can be described by the Poisson distribution law. The indicator of the call flow associated with fires for these cities ranged from 69 to 342. The only city in this range for which the previously mentioned hypothesis was not confirmed was the city of Kherson. For cities where the annual fire rate was less than 69 or more than 342, the statistical hypothesis of Poisson call traffic was not confirmed. Variance was also calculated based on the data reflecting the daily number of calls in cities during the year. It was found that for cities for which the Poisson distribution of the call flow was confirmed, this indicator ranges from 0.21 to 1.72. Accordingly, the flow of fires that occurs in cities cannot always be described by the Poisson distribution law, and therefore, before using the mathematical models built on its basis for research, it is necessary to first test this hypothesis. Failure to fulfill the above condition may further negatively affect the adequacy of the results obtained.
References
- World Fire Statistics. Report № 25. Retrieved from http://www.ctif.org/sites/default/files/2020-06/CTIF_Report25.pdf
- Hulida, Е., Voіtovіch, D., Movchan, І. (2017). The flight of the fire and their one-life in the city. Fire safety, 2017, 31, 30–35. Retrieved from https://journal.ldubgd.edu.ua/index.php/PB/article/download/101/90
- Kovalenko, R., Kalynovskyi, A., Nazarenko, S., Kryvoshei, B., Grinchenko, E., Demydov, Z., Mordvyntsev, M., Kaidalov, R. (2019). Development of a method of completing emergency rescue units with emergency vehiclesdoi. Eastern-European Journal of Enterprise Technologies, 2019, 3 (100), 54–62. doi:https://doi.org/10.15587/1729-4061.2019.175110
- Tiutiunyk, V. V., Ivanets, H. V., Tolkunov, I. A., Stetsyuk, E. I. (2018). System approach for readiness assessment units of civil defense to actions at emergency situations. Visnyk Natsionalnoho Hirnychoho Universytetu, 2018, 1, 99–105. doi: 10.29202/nvngu/2018-1/7
- Slimacek, V., Lindqvist Bo. H. (2016). Nonhomogeneous Poisson process with nonparametric frailty. Reliability Engineering & System Safety, 2016, 149, 14‒23. doi:10.1016/j.ress.2015.12.005
- Wang, J., Chong, Z. L., Qiu, P. (2021). Optimal monitoring of Poisson data with known and unknown shifts. Computers & Industrial Engineering, 154, 107100. doi:10.1016/j.cie.2021.107100
- Yadav, B., Jeyaseelan L., Jeyaseelan V., Durairaj J., George S., Selvaraj K. G., Bangdiwala S. I. (2021). Can Generalized Poisson model replace any other count data models? An evaluation. Clinical Epidemiology and Global Health, 11, 100774. doi: https://doi.org/10.1016/j.cegh.2021.100774
- Li, X., Dey, D. K. (2021). Estimation of COVID-19 mortality in the United States using Spatio-temporal Conway Maxwell Poisson model. Spatial Statistics, 100542. doi: 10.1016/j.spasta.2021.100542
- Pieter, L. van den Berg, Guido, A. G. Legemaate, Rob D. van der Mei. (2017). Increasing the Responsiveness of Firefighter Services by Relocating Base Stations in Amsterdam. INFORMS PubsOnLine, 2017, 352‒361. doi:10.1287/inte.2017.0897
- Ali, S-N., Asgary, A. (2013). Modeling number of firefighters responding to an incident using artificial neural networks. International Journal of Emergency Services, 2013, 2, 104‒118. doi:10.1108/IJES-03-2012-0001
Page 20 of 27











