Assessment of Energy Use Based on an Implementation of IoT, Cloud Systems, and Artificial Intelligence

Ciprian Mihai Coman, Adriana Florescu and Constantin Daniel Oancea
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Ciprian Mihai Coman: ITC Department, Tesagon International SRL, Ploiesti 100029, Romania
Adriana Florescu: Department of Applied Electronics and Information Engineering, Faculty of Electronics, Telecommunications and Information Technology, Politehnica University of Bucharest, Bucharest 060042, Romania
Constantin Daniel Oancea: Department of Applied Electronics and Information Engineering, Faculty of Electronics, Telecommunications and Information Technology, Politehnica University of Bucharest, Bucharest 060042, Romania

Energies, 2021, vol. 14, issue 11, 1-21

Abstract: Nowadays products are developed at a rapid pace, with shorter and shorter times between concept and go to market. With the advancement in technology, product designers and manufacturers can use new approaches to obtain information about their products and transform it into knowledge that they can use to improve the product. We developed the Poket Framework platform to facilitate the generation of product knowledge. In order to increase the reliability and safety in operation of electrical equipment, an evaluation is proposed, through tests and studies, using the original Poket Framework platform. Thus, several tests and studies were performed, which included testing and analyzing the correct integration in several use cases and remote data acquisition, and testing and analysis of the Poket Framework using literature established data sets of household appliances and electrical systems. Possible evolutions and Poket platform extensions are also considered.

Keywords: electrical installation; reliability; Industry 4.0; data analysis; data prediction; virtual platform; sensor network (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2021
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