Matches in SemOpenAlex for { <https://semopenalex.org/work/W4362676921> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4362676921 abstract "<div class=section abstract><div class=htmlview paragraph>With the developments of Industry 4.0, data analytics solutions and their applications have become more prevalent in the manufacturing industry. Currently, the typical software architecture supporting these solutions is modular, using separate software for data collection, storage, analytics, and visualization. The integration and maintenance of such a solution requires the expertise of an information technology team, making implementation more challenging for small manufacturing enterprises. To allow small manufacturing enterprises to feasibly obtain the benefits of Industry 4.0 data analytics, a full-stack data analytics framework is presented, and its performance evaluated as applied in the common industrial analytics scenario of predictive maintenance. The predictive maintenance approach was achieved by using a full-stack data analytics framework comprised of the PTC Inc. Thingworx software suite. When deployed on a lab-scale factory, there was a significant increase in factory uptime in comparison with both preventive and reactive maintenance approaches. The predictive maintenance approach simultaneously eliminated unexpected breakdowns and extended the uptime periods of the lab-scale factory. This research concluded that similar or better results may be obtained in actual factory settings, since the only source of error on predictions in the testing scenario would not be present in real world scenarios. An analysis of the effect of downtime period durations and discussion on the cost of reactive maintenance and associated breakdowns is also presented.</div></div>" @default.
- W4362676921 created "2023-04-07" @default.
- W4362676921 creator A5035682379 @default.
- W4362676921 creator A5053071603 @default.
- W4362676921 creator A5054683366 @default.
- W4362676921 creator A5085647301 @default.
- W4362676921 date "2023-04-11" @default.
- W4362676921 modified "2023-10-18" @default.
- W4362676921 title "Analysis of a Full-Stack Data Analytics Solution Delivering Predictive Maintenance" @default.
- W4362676921 cites W1974891604 @default.
- W4362676921 cites W1992882297 @default.
- W4362676921 cites W1999393241 @default.
- W4362676921 cites W2032649167 @default.
- W4362676921 cites W2364839527 @default.
- W4362676921 cites W2552416494 @default.
- W4362676921 cites W2585162937 @default.
- W4362676921 cites W2617697157 @default.
- W4362676921 cites W2624131794 @default.
- W4362676921 cites W2788276261 @default.
- W4362676921 cites W2791987562 @default.
- W4362676921 cites W2887040422 @default.
- W4362676921 cites W2906281935 @default.
- W4362676921 cites W2909391844 @default.
- W4362676921 cites W2909445826 @default.
- W4362676921 cites W2914488306 @default.
- W4362676921 cites W2941204645 @default.
- W4362676921 cites W2968519618 @default.
- W4362676921 cites W2971136000 @default.
- W4362676921 cites W2972137370 @default.
- W4362676921 cites W2980749699 @default.
- W4362676921 cites W2995450453 @default.
- W4362676921 cites W3003526684 @default.
- W4362676921 cites W3007527347 @default.
- W4362676921 cites W3025860658 @default.
- W4362676921 cites W3080746720 @default.
- W4362676921 cites W3088951759 @default.
- W4362676921 cites W3095741271 @default.
- W4362676921 cites W3104279142 @default.
- W4362676921 cites W2907095513 @default.
- W4362676921 doi "https://doi.org/10.4271/2023-01-0095" @default.
- W4362676921 hasPublicationYear "2023" @default.
- W4362676921 type Work @default.
- W4362676921 citedByCount "0" @default.
- W4362676921 crossrefType "proceedings-article" @default.
- W4362676921 hasAuthorship W4362676921A5035682379 @default.
- W4362676921 hasAuthorship W4362676921A5053071603 @default.
- W4362676921 hasAuthorship W4362676921A5054683366 @default.
- W4362676921 hasAuthorship W4362676921A5085647301 @default.
- W4362676921 hasConcept C111919701 @default.
- W4362676921 hasConcept C124101348 @default.
- W4362676921 hasConcept C127413603 @default.
- W4362676921 hasConcept C171981572 @default.
- W4362676921 hasConcept C174683762 @default.
- W4362676921 hasConcept C175801342 @default.
- W4362676921 hasConcept C180591934 @default.
- W4362676921 hasConcept C199360897 @default.
- W4362676921 hasConcept C200601418 @default.
- W4362676921 hasConcept C2522767166 @default.
- W4362676921 hasConcept C2777904410 @default.
- W4362676921 hasConcept C40149104 @default.
- W4362676921 hasConcept C41008148 @default.
- W4362676921 hasConcept C529173508 @default.
- W4362676921 hasConcept C70452415 @default.
- W4362676921 hasConcept C75684735 @default.
- W4362676921 hasConcept C79158427 @default.
- W4362676921 hasConcept C83209312 @default.
- W4362676921 hasConceptScore W4362676921C111919701 @default.
- W4362676921 hasConceptScore W4362676921C124101348 @default.
- W4362676921 hasConceptScore W4362676921C127413603 @default.
- W4362676921 hasConceptScore W4362676921C171981572 @default.
- W4362676921 hasConceptScore W4362676921C174683762 @default.
- W4362676921 hasConceptScore W4362676921C175801342 @default.
- W4362676921 hasConceptScore W4362676921C180591934 @default.
- W4362676921 hasConceptScore W4362676921C199360897 @default.
- W4362676921 hasConceptScore W4362676921C200601418 @default.
- W4362676921 hasConceptScore W4362676921C2522767166 @default.
- W4362676921 hasConceptScore W4362676921C2777904410 @default.
- W4362676921 hasConceptScore W4362676921C40149104 @default.
- W4362676921 hasConceptScore W4362676921C41008148 @default.
- W4362676921 hasConceptScore W4362676921C529173508 @default.
- W4362676921 hasConceptScore W4362676921C70452415 @default.
- W4362676921 hasConceptScore W4362676921C75684735 @default.
- W4362676921 hasConceptScore W4362676921C79158427 @default.
- W4362676921 hasConceptScore W4362676921C83209312 @default.
- W4362676921 hasLocation W43626769211 @default.
- W4362676921 hasOpenAccess W4362676921 @default.
- W4362676921 hasPrimaryLocation W43626769211 @default.
- W4362676921 hasRelatedWork W2564406132 @default.
- W4362676921 hasRelatedWork W2739436898 @default.
- W4362676921 hasRelatedWork W2765568996 @default.
- W4362676921 hasRelatedWork W2798794487 @default.
- W4362676921 hasRelatedWork W2998881927 @default.
- W4362676921 hasRelatedWork W3138622659 @default.
- W4362676921 hasRelatedWork W4211052759 @default.
- W4362676921 hasRelatedWork W4240347109 @default.
- W4362676921 hasRelatedWork W4250096199 @default.
- W4362676921 hasRelatedWork W4310083754 @default.
- W4362676921 isParatext "false" @default.
- W4362676921 isRetracted "false" @default.
- W4362676921 workType "article" @default.