Essays about: "Remaining Useful Life"

Showing result 1 - 5 of 27 essays containing the words Remaining Useful Life.

1. 1. Second Life Applications for Degraded EV Batteries : Evaluating Benefits Basedon Remaining Useful Life and Battery Configurations

   University essay from Linköpings universitet/Fordonssystem

   Author : Sandberg Elis; [2023]
   Keywords : ;

   Abstract : This thesis explores the potential of second-life electric vehicle batteries, which are no longer suitable for electro-mobility, to provide energy storage solutions. The study iden- tifies two potential applications for second-life batteries: charging stations and residential PV energy storage systems. READ MORE

3. 2. Remaining Useful Life Prediction of Power Electronic Devices Using Recurrent Neural Networks

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

   Author : Congrui Cai; [2023]
   Keywords : Power electronics; Prognostics and health management; Remaining useful life; Recurrent neural network; Kraftelektronik; Prognostik och hälsoledning; Återstående livslängd; Återkommande neurala nätverk;

   Abstract : The growing demand for sustainable technology has led to an increased application of power electronics. As these devices are often exposed to harsh conditions, their reliability is a primary concern for both manufacturers and users. READ MORE

4. 3. 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

5. 4. Evaluation of a Predictive Maintenance Framework for Industrial Batch Processes : A Feasibility Study at Seco Tools AB

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

   Author : Erik Olausson; [2023]
   Keywords : Predictive maintenance; Batch processes; Component health;

   Abstract : Predictive maintenance is a topic that has been researched and theorized for decades. With the advent of Industry 4.0 and greater technological capabilities in the form of advanced AI, the concept of predicting the need for maintenance in a system or its components is quickly becoming more of a reality for complex processes. READ MORE

6. 5. Predictive Maintenance as a Tool for Servitization : The case of a value-added reseller in the construction equipment industry

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Max Kihlborg; Adam Lilja; [2022]
   Keywords : Servitization; Productivity-as-a-Service; Predictive maintenance; Industrial maintenance; Machine learning; Value-added reseller; Construction equipment industry; Tjänstefiering; Prediktivt underhåll; Industriellt underhåll; Maskininlärning; Värdeskapande återförsäljare; Anläggningmaskinsbranschen;

   Abstract : The construction equipment industry has been slow to increase its level of servitization, compared to other related sectors such as the car and flight industries. The fundamental problem is the endless variants of machines and business settings that their customers operate in. READ MORE