Time series modelling for lifetime estimation of solid state luminaires

Ishika Chakrabarty; Anjan N  Padmasali; Savitha Kini

doi:10.1109/RTEICT.2017.8256680

Time series modelling for lifetime estimation of solid state luminaires

Ishika Chakrabarty, Anjan N Padmasali, Savitha Kini

Department of Electrical and Electronics Engineering, Manipal Institute of Technology, Manipal

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

Reliability analysis and estimation plays an important role in optimal decision making for any product, and solid state luminaires are no exception. This paper aims to estimate the reliability of SSL luminaires through statistically designed experiments. Using external data, inferences on the effect of various factors are drawn with the help of statistical models. Time series models have been developed using Wolfram's Mathematica and these models are used for the lifetime prediction of the luminaires at seventy percent lumen output which is also known as L70.

Original language	English
Title of host publication	RTEICT 2017 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	662-666
Number of pages	5
Volume	2018-January
ISBN (Electronic)	9781509037049
DOIs	https://doi.org/10.1109/RTEICT.2017.8256680
Publication status	Published - 01-07-2017
Event	2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2017 - Bangalore, India Duration: 19-05-2017 → 20-05-2017

Conference

Conference	2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2017
Country/Territory	India
City	Bangalore
Period	19-05-17 → 20-05-17

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Computer Science Applications
Media Technology
Control and Optimization
Instrumentation
Transportation
Communication

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10.1109/RTEICT.2017.8256680

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Chakrabarty, I., Padmasali, A. N., & Kini, S. (2017). Time series modelling for lifetime estimation of solid state luminaires. In RTEICT 2017 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings (Vol. 2018-January, pp. 662-666). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RTEICT.2017.8256680

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title = "Time series modelling for lifetime estimation of solid state luminaires",

abstract = "Reliability analysis and estimation plays an important role in optimal decision making for any product, and solid state luminaires are no exception. This paper aims to estimate the reliability of SSL luminaires through statistically designed experiments. Using external data, inferences on the effect of various factors are drawn with the help of statistical models. Time series models have been developed using Wolfram's Mathematica and these models are used for the lifetime prediction of the luminaires at seventy percent lumen output which is also known as L70.",

author = "Ishika Chakrabarty and Padmasali, {Anjan N} and Savitha Kini",

year = "2017",

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doi = "10.1109/RTEICT.2017.8256680",

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booktitle = "RTEICT 2017 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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note = "2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2017 ; Conference date: 19-05-2017 Through 20-05-2017",

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Chakrabarty, I, Padmasali, AN & Kini, S 2017, Time series modelling for lifetime estimation of solid state luminaires. in RTEICT 2017 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings. vol. 2018-January, Institute of Electrical and Electronics Engineers Inc., pp. 662-666, 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2017, Bangalore, India, 19-05-17. https://doi.org/10.1109/RTEICT.2017.8256680

Time series modelling for lifetime estimation of solid state luminaires. / Chakrabarty, Ishika; Padmasali, Anjan N ; Kini, Savitha.
RTEICT 2017 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings. Vol. 2018-January Institute of Electrical and Electronics Engineers Inc., 2017. p. 662-666.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Time series modelling for lifetime estimation of solid state luminaires

AU - Chakrabarty, Ishika

AU - Padmasali, Anjan N

AU - Kini, Savitha

PY - 2017/7/1

Y1 - 2017/7/1

N2 - Reliability analysis and estimation plays an important role in optimal decision making for any product, and solid state luminaires are no exception. This paper aims to estimate the reliability of SSL luminaires through statistically designed experiments. Using external data, inferences on the effect of various factors are drawn with the help of statistical models. Time series models have been developed using Wolfram's Mathematica and these models are used for the lifetime prediction of the luminaires at seventy percent lumen output which is also known as L70.

AB - Reliability analysis and estimation plays an important role in optimal decision making for any product, and solid state luminaires are no exception. This paper aims to estimate the reliability of SSL luminaires through statistically designed experiments. Using external data, inferences on the effect of various factors are drawn with the help of statistical models. Time series models have been developed using Wolfram's Mathematica and these models are used for the lifetime prediction of the luminaires at seventy percent lumen output which is also known as L70.

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M3 - Conference contribution

VL - 2018-January

SP - 662

EP - 666

BT - RTEICT 2017 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2017

Y2 - 19 May 2017 through 20 May 2017

ER -

Chakrabarty I, Padmasali AN , Kini S. Time series modelling for lifetime estimation of solid state luminaires. In RTEICT 2017 - 2nd IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, Proceedings. Vol. 2018-January. Institute of Electrical and Electronics Engineers Inc. 2017. p. 662-666 doi: 10.1109/RTEICT.2017.8256680

Time series modelling for lifetime estimation of solid state luminaires

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