Publicação
Automating food quality and energy efficiency monitoring in retail 4.0
| Resumo: | 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. |
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| Autores principais: | Filipe, Mariana Alexandra Freitas |
| Assunto: | Energy efficiency Food qualit Internet of things Retail 4.0 |
| Ano: | 2023 |
| País: | Portugal |
| Tipo de documento: | dissertação de mestrado |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade Nova de Lisboa |
| Idioma: | inglês |
| Origem: | Repositório Institucional da UNL |
| Resumo: | 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. |
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