Opportunities of Artificial Intelligence and Machine Learning in the Food Industry
The food processing and handling industry is the most significant business among the various manufacturing industries in the entire world that subsidize the highest employability. The human workforce plays an essential role in the smooth execution of the production and packaging of food products. Du...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
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| Series: | Journal of Food Quality |
| Online Access: | http://dx.doi.org/10.1155/2021/4535567 |
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| _version_ | 1832556256472072192 |
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| author | Indrajeet Kumar Jyoti Rawat Noor Mohd Shahnawaz Husain |
| author_facet | Indrajeet Kumar Jyoti Rawat Noor Mohd Shahnawaz Husain |
| author_sort | Indrajeet Kumar |
| collection | DOAJ |
| description | The food processing and handling industry is the most significant business among the various manufacturing industries in the entire world that subsidize the highest employability. The human workforce plays an essential role in the smooth execution of the production and packaging of food products. Due to the involvement of humans, the food industries are failing to maintain the demand-supply chain and also lacking in food safety. To overcome these issues of food industries, industrial automation is the best possible solution. Automation is completely based on artificial intelligence (AI) or machine learning (ML) or deep learning (DL) algorithms. By using the AI-based system, food production and delivery processes can be efficiently handled and also enhance the operational competence. This article is going to explain the AI applications in the food industry which recommends a huge amount of capital saving with maximizing resource utilization by reducing human error. Artificial intelligence with data science can improve the quality of restaurants, cafes, online delivery food chains, hotels, and food outlets by increasing production utilizing different fitting algorithms for sales prediction. AI could significantly improve packaging, increasing shelf life, a combination of the menu by using AI algorithms, and food safety by making a more transparent supply chain management system. With the help of AI and ML, the future of food industries is completely based on smart farming, robotic farming, and drones. |
| format | Article |
| id | doaj-art-db69df212ad24ab3b7c016b4083e2ecf |
| institution | Kabale University |
| issn | 0146-9428 1745-4557 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Food Quality |
| spelling | doaj-art-db69df212ad24ab3b7c016b4083e2ecf2025-02-03T05:45:57ZengWileyJournal of Food Quality0146-94281745-45572021-01-01202110.1155/2021/45355674535567Opportunities of Artificial Intelligence and Machine Learning in the Food IndustryIndrajeet Kumar0Jyoti Rawat1Noor Mohd2Shahnawaz Husain3Graphic Era Hill University, Dehradun, Uttarakhand, IndiaDIT University, Dehradun, Uttarakhand, IndiaGraphic Era Deemed to be University, Dehradun, Uttarakhand, IndiaCollege of Engineering & Technology, Samara University, Semera, EthiopiaThe food processing and handling industry is the most significant business among the various manufacturing industries in the entire world that subsidize the highest employability. The human workforce plays an essential role in the smooth execution of the production and packaging of food products. Due to the involvement of humans, the food industries are failing to maintain the demand-supply chain and also lacking in food safety. To overcome these issues of food industries, industrial automation is the best possible solution. Automation is completely based on artificial intelligence (AI) or machine learning (ML) or deep learning (DL) algorithms. By using the AI-based system, food production and delivery processes can be efficiently handled and also enhance the operational competence. This article is going to explain the AI applications in the food industry which recommends a huge amount of capital saving with maximizing resource utilization by reducing human error. Artificial intelligence with data science can improve the quality of restaurants, cafes, online delivery food chains, hotels, and food outlets by increasing production utilizing different fitting algorithms for sales prediction. AI could significantly improve packaging, increasing shelf life, a combination of the menu by using AI algorithms, and food safety by making a more transparent supply chain management system. With the help of AI and ML, the future of food industries is completely based on smart farming, robotic farming, and drones.http://dx.doi.org/10.1155/2021/4535567 |
| spellingShingle | Indrajeet Kumar Jyoti Rawat Noor Mohd Shahnawaz Husain Opportunities of Artificial Intelligence and Machine Learning in the Food Industry Journal of Food Quality |
| title | Opportunities of Artificial Intelligence and Machine Learning in the Food Industry |
| title_full | Opportunities of Artificial Intelligence and Machine Learning in the Food Industry |
| title_fullStr | Opportunities of Artificial Intelligence and Machine Learning in the Food Industry |
| title_full_unstemmed | Opportunities of Artificial Intelligence and Machine Learning in the Food Industry |
| title_short | Opportunities of Artificial Intelligence and Machine Learning in the Food Industry |
| title_sort | opportunities of artificial intelligence and machine learning in the food industry |
| url | http://dx.doi.org/10.1155/2021/4535567 |
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