Machine learning and internet of things in industry 4.0: A review
Machine learning (ML), sensors networks, and Internet of Things (IoT) are the most important contributor in the newest revolution in the industry. It is going towards a fully automated industrial environment where all the components including post production, pre production, supply chain and quality...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2023-08-01
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| Series: | Measurement: Sensors |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2665917423001587 |
| _version_ | 1797780673374715904 |
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| author | Md. Sazzadur Rahman Tapotosh Ghosh Nahid Ferdous Aurna M. Shamim Kaiser Mehrin Anannya A.S.M. Sanwar Hosen |
| author_facet | Md. Sazzadur Rahman Tapotosh Ghosh Nahid Ferdous Aurna M. Shamim Kaiser Mehrin Anannya A.S.M. Sanwar Hosen |
| author_sort | Md. Sazzadur Rahman |
| collection | DOAJ |
| description | Machine learning (ML), sensors networks, and Internet of Things (IoT) are the most important contributor in the newest revolution in the industry. It is going towards a fully automated industrial environment where all the components including post production, pre production, supply chain and quality control would be automatically managed. Human will work more with brain, where all the physical efforts would be replaced by ML enabled intelligent robots that will perform all the tasks, where sensor networks will collect live information from the environment. All the decision would be taken on the fly from the previous records. In this work, we have tried to shed some light on the current involvement of ML and IoT in industry 4.0 environment. 28 articles were reviewed in this work which were selected through a selection process and were published between 2017 and 2022. Different tools, protocols, algorithms and the latest technologies used in the industry 4.0 environment have been analytically discussed in this work. Research gaps were tried to found out and some recommendations were provided which can be a pathway to research advancement related to industry 4.0. |
| first_indexed | 2024-03-12T23:47:19Z |
| format | Article |
| id | doaj.art-537fab64b5064f1bbdc11bd49d6cc3ad |
| institution | Directory Open Access Journal |
| issn | 2665-9174 |
| language | English |
| last_indexed | 2024-03-12T23:47:19Z |
| publishDate | 2023-08-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Measurement: Sensors |
| spelling | doaj.art-537fab64b5064f1bbdc11bd49d6cc3ad2023-07-14T04:28:26ZengElsevierMeasurement: Sensors2665-91742023-08-0128100822Machine learning and internet of things in industry 4.0: A reviewMd. Sazzadur Rahman0Tapotosh Ghosh1Nahid Ferdous Aurna2M. Shamim Kaiser3Mehrin Anannya4A.S.M. Sanwar Hosen5Institute of Information Technology, Jahangirnagar University, Dhaka-1342, Bangladesh; Corresponding author.Department of Computer Science and Engineering, United International University, Dhaka-1212, BangladeshDivision of Information Science, Nara Institute of Science and Technology, Nara, JapanInstitute of Information Technology, Jahangirnagar University, Dhaka-1342, BangladeshInstitute of Information Technology, Jahangirnagar University, Dhaka-1342, BangladeshDepartment of Artificial Intelligence and Big Data, Woosong University, Daejeon, South Korea; Corresponding author.Machine learning (ML), sensors networks, and Internet of Things (IoT) are the most important contributor in the newest revolution in the industry. It is going towards a fully automated industrial environment where all the components including post production, pre production, supply chain and quality control would be automatically managed. Human will work more with brain, where all the physical efforts would be replaced by ML enabled intelligent robots that will perform all the tasks, where sensor networks will collect live information from the environment. All the decision would be taken on the fly from the previous records. In this work, we have tried to shed some light on the current involvement of ML and IoT in industry 4.0 environment. 28 articles were reviewed in this work which were selected through a selection process and were published between 2017 and 2022. Different tools, protocols, algorithms and the latest technologies used in the industry 4.0 environment have been analytically discussed in this work. Research gaps were tried to found out and some recommendations were provided which can be a pathway to research advancement related to industry 4.0.http://www.sciencedirect.com/science/article/pii/S2665917423001587Industry 4.0Internet of thingsMachine learningSmart systemAutomation |
| spellingShingle | Md. Sazzadur Rahman Tapotosh Ghosh Nahid Ferdous Aurna M. Shamim Kaiser Mehrin Anannya A.S.M. Sanwar Hosen Machine learning and internet of things in industry 4.0: A review Measurement: Sensors Industry 4.0 Internet of things Machine learning Smart system Automation |
| title | Machine learning and internet of things in industry 4.0: A review |
| title_full | Machine learning and internet of things in industry 4.0: A review |
| title_fullStr | Machine learning and internet of things in industry 4.0: A review |
| title_full_unstemmed | Machine learning and internet of things in industry 4.0: A review |
| title_short | Machine learning and internet of things in industry 4.0: A review |
| title_sort | machine learning and internet of things in industry 4 0 a review |
| topic | Industry 4.0 Internet of things Machine learning Smart system Automation |
| url | http://www.sciencedirect.com/science/article/pii/S2665917423001587 |
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