Development a video analytics system for violations of industrial safety requirements at nuclear power plant construction area

Anastasia Isakova, Vadim Sharmaev

Abstract


A construction area is an object of an increased risk zone for everyone who is on it, therefore, the security measures imposed on this territory must be strictly observed. Often, the process of observing safety precautions is formal and consists in conducting periodic briefings and training of personnel, and the function of direct control, as a rule, is assigned to immediate superiors. Video analytics and image processing technologies help to minimize these costs and increase the level of security by early warning of possible violations in the work of people or machines. Video analytics is a constantly evolving field where new methods and algorithms are constantly being developed in areas such as semantic video categorization, video retrieval from a database, human action recognition, generalization and anomaly detection. The article is devoted to the development of requirements for the system and architecture of the building control information system as part of the conceptual model. The authors investigated the current state of the organization in terms of automation, analyzed the problem and possible solutions, developed requirements for system functions, described infrastructure requirements, and developed a solution prototype. The introduction of a video analytics system for violations of safety requirements will improve the efficiency of safety activities by reducing employee injuries in the course of work, as well as by improving labor discipline and safety culture.

Full Text:

PDF (Russian)

References


Kalacheva O. A. Ohrana truda: prichiny proizvodstvennogo travmatizma // Atual'nye problemy i perspektivy razvitija transporta, promyshlennosti i jekonomiki Rossii ("TransPromJek-2019"). – 2019. – S. 57-62.

Karimhodzhaev N., Turahuzhaeva N. N. Problemy bezopasnosti trudodejatel'nosti rabotnikov v predprijatijah i nekotorye puti ih reshenija // Universum: tehnicheskie nauki. – 2020. – #. 4-1 (73). – S. 9-14.

Samarskaja N. A., Il'in S. M. Formirovanie kul'tury ohrany truda sovremennyh rabotnikov // Novaja nauka: Teoreticheskij i prakticheskij vzgljad. – 2017. – T. 1. – #. 3. – S. 187-190.

Ovsjannikova O. V., Bychkov A. V., Efremova V. N. Prichiny neschastnyh sluchaev na proizvodstve // Nauchno-metodologicheskie i social'nye aspekty psihologii i pedagogiki. – 2017. – S. 53-56.

Jakovleva E. V., Bykov M. O. Obzor primerov iskusstvennogo intellekta upravlenija bezopasnost'ju truda v APK // Vestnik sel'skogo razvitija i social'noj politiki. – 2020. – #. 4 (28). – S. 26-28.

Timofeev S. S., Timofeeva S. S. Cifrovoe budushhee ohrany truda // XXI vek. Tehnosfernaja bezopasnost'. – 2022. – T. 7. – #. 1 (25). – S. 51-62.

Sazonova E. A., Belobrykin N. D. Obzor perspektivnyh informacionnyh tehnologij videoanalitiki // Simvol nauki. – 2021. – #. 3. – S. 37-40.

Zabashta A. Ju., Skorikova S. A. Funkcii videoanalitiki, analiz arhitektur sistem videoanalitiki // Rostovskij nauchnyj zhurnal. – 2017. – #. 7. – S. 194-200.

Gabova O.S. Stanovlenie i perspektivy razvitija centrov (grupp) avtomatizirovannoj fiksacii administrativnyh pravonarushenij v oblasti dorozhnogo dvizhenija gosudarstvennoj inspekcii bezopasnosti dorozhnogo dvizhenija // Vestnik Sankt-Peterburgskogo universiteta MVD Rossii. 2017. #2 (74).

Hung C. C. et al. Videoedge: Processing camera streams using hierarchical clusters // 2018 IEEE/ACM Symposium on Edge Computing (SEC). – IEEE, 2018. – S. 115-131.

Videoanalitika IDIS AI Box dlja bor'by s COVID-19 // IDIS Global. 2021.

Rochev K. V. Informacionnye tehnologii. Analiz i proektirovanie informacionnyh sistem. – 2018.

Pavlov A. L. Recognition of Russian traffic signs in winter conditions. Solutions of the "Ice Vision" competition winners // arXiv preprint arXiv:1909.07311. – 2019.

Dorogov A. Ju., Har'kovskij A. S., Abaturov V. S. Analiticheskaja subd s servis-orientirovannoj arhitekturoj // Informacionnye tehnologii i informacionnaja bezopasnost' v nauke, tehnike i obrazovanii" INFOTEH-2017". – 2017. – S. 10-14.

Shagilova E. V. Principy postroenija klient/servernyh sistem // Tehnologii XXI veka: problemy i perspektivy razvitija. – 2017. – S. 150-152.

Carev V., Vesnin E. Videoanalitika – moshhnoe oruzhie v bor'be s proizvodstvennym travmatizmom // Control Engineering Rossija. – 2020. – #. 2. – S. 46-49.

Hlebnikov P. Uvol'nenie za sistematicheskoe neispolnenie ukazanij. Oshibki i spory // Trudovoe pravo. – 2017. – #. 2. – S. 5.

Demidenko A. I., Kvasha E. P. Upravlenie riskami informacionnoj bezopasnosti predprijatij // Rossijskaja nauka: aktual'nye issledovanija i razrabotki. – 2018. – S. 18-21.

Ital'janceva V. S., Kolmacuj A. I. Informacionnaja bezopasnost' kak instrument obespechenija jekonomicheskoj bezopasnosti predprijatija // Aktual'nye voprosy prava, jekonomiki i upravlenija. – 2018. – S. 224-227.

Kodzheshau M. A. Tehnologii i algoritmy informacionnoj bezopasnosti //Vestnik Adygejskogo gosudarstvennogo universiteta. Serija 4: Estestvenno-matematicheskie i tehnicheskie nauki. – 2017. – #. 2 (201). – S. 129-135.


Refbacks

  • There are currently no refbacks.


Abava  Кибербезопасность IT Congress 2024

ISSN: 2307-8162