Titlebook: Recent Advances in Microelectronics Reliability; Contributions from t Willem Dirk van Driel,Klaus Pressel,Mujdat Soyturk Book 2024 The Edit

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Reliability Improvements for In-Wheel Motor,ssing the state and the health of the electric motor. To allow for a massive integration of such monitoring devices, they must be inexpensive and small. These requirements limit their accuracy. However, we show in this chapter that these limitations can be significantly reduced by appropriate proces

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An Outlook on Power Electronics Reliability and Reliability Monitoring,gies, electric vehicles, and smart grids. Hence, stringent constraints and safety regulations have been prompted to meet reliability standards in power electronics. This chapter provides a comprehensive outlook on the current state of power semiconductor devices, field-critical applications, dominan

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A Framework for Applying Data-Driven AI/ML Models in Reliability,roject. Data-driven models are becoming an increasingly fruitful tool for detecting patterns in complex data and identifying the circumstances in which they occur. Using only data, gathered along the value chain, data-driven methods are now being used to detect indications of potential early failure

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Health Monitoring Fatigue Properties of Solder Interconnects in LED Drivers,lication would be extremely beneficial. In this chapter, we describe the combination of experimental material characterization with numerical finite element (FE) simulations to obtain a prognostics and health monitoring (PHM) methodology for LED drivers used in outdoor lighting applications. Experim

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Executing Condition Monitoring Algorithms on ARM Cortex-M4 Using Tensorflow Lite for Microcontrolleensor readings. This requires mapping and executing elaborate numerical models—potentially including machine learning models—onto computing devices with limited power budget, limited memory and limited support for floating-point arithmetic. Most existing ML frameworks provide only limited support fo

Introduction

Design Support for Reliable Integrated Circuits, to make microelectronic systems reliable, ICs should be reliable analogously. This chapter presents methods and approaches to take IC reliability into account in design projects. In particular, it discusses possibilities to consider reliability information for selecting the most suitable semiconduc

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