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

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 us...

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Bibliographic Details
Published in:Energies (Basel) 2021-06, Vol.14 (11), p.3202
Main Authors: Coman, Ciprian Mihai, Florescu, Adriana, Oancea, Constantin Daniel
Format: Article
Language:English
Subjects:
Algorithms
Artificial intelligence
Automation
Blockchain
Cloud computing
Cybernetics
Data acquisition
Data analysis
data prediction
Decision making
Design
Digitization
Electrical equipment
electrical installation
Energy consumption
Factories
Household appliances
Industry 4.0
Internet of Things
Manufacturing
Product development
reliability
Reliability analysis
Sensors
virtual platform
Wireless networks
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Summary: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.
ISSN:1996-1073
1996-1073
DOI:10.3390/en14113202