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This study was conducted by following the PRISMA search strategy. It examined 70 papers in chronological order starting from 2000 when LG Electronics invented the first smart refrigerator, and research on technology involvement in food storage compartments increased. This comprehensive research aims to point out the approaches, contributions, used components and limitations of the reviewed papers to develop a unified framework for a household replenishment system. The analysis resulted in 43 approaches using IoT technology, 27 using AI, and recently the use of AIoT has been trending in the past two years. This systematic review provides future directions for researchers acquired from the limitations of the reviewed papers to enhance the household replenishment system by developing and adding required features in smart food storage compartments. Further investigation into smart home appliances would lead to extensive approaches like smart shops, industries, and eventually smart cities.<\/jats:p>","DOI":"10.3233\/scs-230022","type":"journal-article","created":{"date-parts":[[2024,2,23]],"date-time":"2024-02-23T11:35:56Z","timestamp":1708688156000},"page":"23-62","source":"Crossref","is-referenced-by-count":7,"title":["Using IoT and AI to replenish household food supplies: A systematic review"],"prefix":"10.1177","volume":"3","author":[{"given":"Khaled\u00a0Mosaed","family":"Almassar","sequence":"first","affiliation":[{"name":"Department of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA"},{"name":"Department of Management Sciences, Yanbu University College, Al-Aziziah, Yanbu, Saudi Arabia"}]},{"given":"Mohammad\u00a0T.","family":"Khasawneh","sequence":"additional","affiliation":[{"name":"Department of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, 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