Essays about: "Predictive maintenance"

Showing result 16 - 20 of 139 essays containing the words Predictive maintenance.

1. 16. Use cases for traceability systems : An explanatory case study about the application areas for QR codes

   University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

   Author : Oliver Strömberg; [2023]
   Keywords : Product service systems; Use phase data; Use cases; QR code; Manufacturing;

   Abstract : The customer concept becomes more intertwined with the provider of products as serviceoriented business models is offered to the customer. This shift is referred as servitization in which innovation occurs in the company processes by shifting focus from providing products to providing product service systems (PSS). READ MORE

3. 17. Data Analysis for Predictive Maintenance of a Straightening Machine in the Steel Industry

   University essay from Högskolan i Gävle/Elektronik

   Author : Paul Barron; [2023]
   Keywords : Condition Monitoring; Features; Clustering;

   Abstract : The availability of industrial machinery is crucial to any business operating in the manufacturingsector. Mechanical failures halt production and unplanned downtime canbe disruptive and costly. Small failures can compound to serious failures which exponentiallyincreases downtime and repair costs. READ MORE

4. 18. Holistic embedding of equivalent conicity in wheelset maintenance

   University essay from KTH/Väg- och spårfordon samt konceptuell fordonsdesign

   Author : Philipp Linzbichler; [2023]
   Keywords : Railway Operation; Equivalent Conicity; Wheelset Maintenance; Smart Maintenance; Data Analysis; Järnvägsdrift; Ekvivalent Konicitet; Hjulset Underhåll; Smart Underhåll; Dataanalys;

   Abstract : With continuing digitization of railways an increasing number of data is recorded but particularly in operation advanced analysis tends to be partially rudimentary. Yet, it is essential to implement sophisticated processing for all records in order to develop more purposeful and predictive vehicle maintenance strategies that adhere to the increasing requirements imposed by the homologation. READ MORE

5. 19. Deep Learning-Based Approach for Fusing Satellite Imagery and Historical Data for Advanced Traffic Accident Severity

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Gowtham Kumar Sandaka; Praveen Kumar Madhamsetty; [2023]
   Keywords : Traffic accidents; Satellite imagery; Logistic Regression; Random Forest; SVC; VGG19; hybrid model; CNN; self-driving cars; best-performing algorithm; literature review;

   Abstract : Background. This research centers on tackling the serious global problem of trafficaccidents. With more than a million deaths each year and numerous injuries, it’svital to predict and prevent these accidents. READ MORE

6. 20. Supervised Algorithm for Predictive Maintenance

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Haida Lu; [2023]
   Keywords : Long short-term memory; Predictive maintenance; Remaining useful life; Embedded Artificial Intelligence; Långt korttidsminne; förebyggande underhåll; återstående livslängd; inbyggd artificiell intelligens;

   Abstract : Predictive maintenance plays a crucial role in preventing unexpected equipment failures and maintaining assets in good operating conditions in various systems. One such scenario where predictive maintenance has been widely used is in battery management systems for electronic vehicles based on lithium batteries, where the risk of failure can be reduced by predicting the remaining useful life of the lithium battery. READ MORE