Federated Learning and Blockchain-Enabled Intelligent Manufacturing for Sustainable Energy Production in Industry 4.0

نویسندگان

چکیده

Intelligent manufacturing under Industry 4.0 assimilates sophisticated technologies and artificial intelligence for sustainable production outcomes. Blockchain paradigms are coined with concurrent well-monitored flawless production. This article introduces Sustainable Production concerned External Demands (SP-ED). method is more specific about energy the distribution outage-less supply. First, demand identified internal external users based on which sustainability planned. Secondly, Ethereum blockchain monitoring a similar satisfaction coupled system. From two perspectives, condition processes validated using federated learning (FL). The perspectives include sustainability. In distribution, of meeting actual requirement validated. Contrarily, flaws in supply due to failing conditions both handled records. records reduce new by modifying plan according verifications. Therefore, demands met through FL integration.

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ژورنال

عنوان ژورنال: Processes

سال: 2023

ISSN: ['2227-9717']

DOI: https://doi.org/10.3390/pr11051482