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Automating food quality and energy efficiency monitoring in retail 4.0
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| 1.72 MB | Adobe PDF |
Orientador(es)
Resumo(s)
Taking advantage of the latest technologies, the retail industry has drastically
evolved in recent years. Launched by Jerónimo Martins, Nova & Go store is an example of a
revolutionary supermarket. With the purpose of further improving the Lab store’s daily
operations, IoT data collected by smart ovens was analyzed to automate the monitoring of the
food batches produced, both in terms of food quality and energy efficiency. Due to the lack of
labeled data available, a semi-supervised approach was tested and applied. Later, the multi class classification’s results were disclosed using the Microsoft package, InterpretML.
Descrição
Palavras-chave
Energy efficiency Food qualit Internet of things Retail 4.0