Application of machine learning algorithms in prognostics and health monitoring of electronic systems: A review

Author:

Bhat DarshankumarORCID,Muench StefanORCID,Roellig MikeORCID

Funder

European Regional Development Fund

Sachsische Aufbaubank

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,General Engineering,Energy Engineering and Power Technology

Reference87 articles.

1. Statista, 2021,“Number of IoT devices 2015-2025 | Statista,” https://www.statista.com/statistics/471264/iot-number-of-connected-devices-worldwide/.

2. Columbus L., 2016, Roundup of internet of things forecasts and market estimates, 2016 Forbes, 27 November 2016, https://www.forbes.com/sites/louiscolumbus/2016/11/27/roundup-of-internet-of-things-forecasts-and-market-estimates-2016/?sh=47373e5e292d.

3. Prognostics implementation methods for electronics;Gu,2007

4. Military system reliability: department of defense contributions;Spiegel;IRE Trans. Reliab. Qual. Control,1960

5. Influence of Temperature on Microelectronics and System Reliability;Lall,1997

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