A little over a pandemic ago, the first article in this series on statistical analysis mentioned that a fundamental aspect of statistics is that one assumes a mathematical model that describes the distribution of a data set and then uses that model to estimate the probability that a given value or set of values will occur [1]. This allows us, for example, to estimate whether … [Read more...]
Machine Learning Optimization to Boost the Effectiveness of Phase Change Material (PCM)-Based On-Chip Passive Thermal Management
Written by: Dr. Amy Marconnet and Meghavin Bhatasana - Purdue University Although miniaturization of electronic components has helped advance computing power and accelerated technology development, it has increased power densities and exacerbated the already challenging issue of electronics cooling at the component level. Continuous operation at high temperatures degrades … [Read more...]
Future Trends in LED Driver System Modeling
Introduction A decade ago, the major players in the lighting industry decided to make the transition to digital systems and set the pace in connected lighting. At present, only a few companies can maintain their leadership. As a self-fulfilling prophecy, the lighting landscape changed remarkably, with scattered competitors having access to internet of things (IoT) ecosystems … [Read more...]
Upper Air Room Disinfection with UV-C Luminaire – Metrics and Multi-Domain Modeling Approach
In my previous article, I questioned how our simulation community of experts can contribute in this pandemic time? I am coming back to present examples of contributions. While the general topic of this article is outside the typical scope of Electronics Cooling Magazine, it does illustrate how analysis methods that are discussed here, such as computational fluid dynamics, and … [Read more...]
Emerging 5G Networks: Potential Economic Benefits of Two-Phase Thermal Management
The fourth and future industrial revolutions will set new requirements for smart cities / factories, autonomous vehicles, augmented reality, smartphones, etc., resulting in more distributed architectures, expanding the convergence of new technologies and developments thus, transforming the term Internet of Things (IoT) to Internet of Everything (IoE). Centralized cloud … [Read more...]
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