RUDN University economist and colleagues analyzed data from the largest oil and gas companies in Russia during the economic crises of 2020 and 2022 and proposed an algorithm that would increase the sustainability of the industry. The key factor here is Industry 4.0 technologies—artificial intelligence, Internet of things, Big data and others. The results were published in Resources Policy.

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