PRANA (system): Difference between revisions
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As of 2019, PRANA was the only Russia’s predictive analytics system that has been in commercial operation for over 5 years. The system has been installed at 22 CCGT and GTU power units with a total capacity of more than 3.2 GW (that is 2 % of the Russian thermal power industry).<ref name="автоссылка3" /> | As of 2019, PRANA was the only Russia’s predictive analytics system that has been in commercial operation for over 5 years. The system has been installed at 22 CCGT and GTU power units with a total capacity of more than 3.2 GW (that is 2 % of the Russian thermal power industry).<ref name="автоссылка3" /> | ||
In 2019, it was started to supply the system abroad. The system was introduced by Pavlodarenergo JSC, a company in [[Kazakhstan]] | In 2019, it was started to supply the system abroad. The system was introduced by Pavlodarenergo JSC, a company in [[Kazakhstan]].<ref>{{Cite web|lang=ru|url=https://www.elec.ru/news/2019/12/09/rossijskuyu-sistemu-prognostiki-prana-nachali-ispo.html|title=Российскую систему прогностики «ПРАНА» начали использовать в Казахстане|website=Elec.ru|date=2019-12-09|access-date=2021-07-09}}</ref> In 2020, at least three incidents were prevented due to the company’s system operation.<ref>{{Cite web|lang=ru|url=https://pavon.kz/post/view/66338|title=На что тратятся деньги потребителей, рассказали в АО «Павлодарэнерго»|website=Павлодар-онлайн|access-date=2021-07-09}}</ref> | ||
As of 2020, the system has succeeded in preventing more than 300 incidents. In 2020, according to ROTEC, one of the Russian generating companies reduced the number of accidents by more than 16.8 times and cut its losses by more than 13.6 times owing to PRANA. Another generating company secured a decrease in its losses over several years: in 2017, it incurred losses in the amount of $10.1 million (without the predictive analytics system); in 2019, these costs were reduced to $1.8 million due to applying the PRANA system. In 2021, PRANA switched over to Yandex ClickHouse Database Management System.<ref>{{Cite web|url=https://hightech.plus/2021/02/08/krupneishaya-sistema-prediktivnoi-analitiki-prana-perehodit-na-yandeks-clickhouse|title=Крупнейшая система предиктивной аналитики ПРАНА переходит на Яндекс ClickHouse|website=Хайтек+|access-date=2021-07-09}}</ref> | As of 2020, the system has succeeded in preventing more than 300 incidents.<ref>{{Cite web|lang=ru|url=https://neftegaz.ru/news/tsifrovizatsiya/536582-opyt-organizatsii-udalennoy-raboty-rotek/|title=Облачные решения как ответ на вызовы коронавируса - Новости ТЭК на Neftegaz.RU|website=neftegaz.ru|access-date=2021-07-09}}</ref> In 2020, according to ROTEC, one of the Russian generating companies reduced the number of accidents by more than 16.8 times and cut its losses by more than 13.6 times owing to PRANA. Another generating company secured a decrease in its losses over several years: in 2017, it incurred losses in the amount of $10.1 million (without the predictive analytics system); in 2019, these costs were reduced to $1.8 million due to applying the PRANA system.<ref>{{Cite web|url=https://www.eprussia.ru/epr/389-390/9926385.htm|title=Новая реальность диктует новые правила|website=www.eprussia.ru|access-date=2021-07-09}}</ref> In 2021, PRANA switched over to Yandex ClickHouse Database Management System.<ref name="автоссылка1">{{Cite web|lang=ru|url=https://www.cnews.ru/news/line/2021-02-08_sistema_prediktivnoj_analitiki|title=Система предиктивной аналитики «ПРАНА» переходит на СУБД «Яндекс ClickHouse»|website=CNews.ru|access-date=2021-07-09}}</ref><ref>{{Cite web|url=https://hightech.plus/2021/02/08/krupneishaya-sistema-prediktivnoi-analitiki-prana-perehodit-na-yandeks-clickhouse|title=Крупнейшая система предиктивной аналитики ПРАНА переходит на Яндекс ClickHouse|website=Хайтек+|access-date=2021-07-09}}</ref> | ||
As of 2021, the system monitored more than 130 pieces of sophisticated industrial equipment with a total cost of about $5 billion. | As of 2021, the system monitored more than 130 pieces of sophisticated industrial equipment with a total cost of about $5 billion.<ref name="автоссылка1" /> | ||
== Mechanism of operation == | == Mechanism of operation == | ||