Representative identification of spectra and environments (RISE) using k‐means

Looney, Erin E.; Liu, Zhe; Classen, Andrej; Liu, Haohui; Riedel, Nicholas; Braga, Marília; Balaji, Pradeep; Augusto, André; Buonassisi, Tonio; Marius Peters, Ian

doi:10.1002/pip.3358

Title: Representative identification of spectra and environments (RISE) using k‐means

Authors:

Looney, Erin E. ^[1]; Liu, Zhe ^[1]; Classen, Andrej ^[2]; Liu, Haohui ^[3]; Riedel, Nicholas ^[4]; Braga, Marília ^[5]; Balaji, Pradeep ^[6]; Augusto, André ^[6]; Buonassisi, Tonio ^[1]; Marius Peters, Ian ^[2]

Department of Mechanical Engineering, Massachusetts Institute of Technology 77 Massachusetts Ave Cambridge, MA 02139 USA
High Throughput Methods in Photovoltaics Research Department, HI‐ERN, Forschungszentrum Jülich Helmholtz Institute Erlangen‐Nürnberg for Renewable Energy Immerwahrstraße 2 Erlangen 91058 Germany
Tandem Solar Cells Group, Solar Energy Institute of Singapore 7 Engineering Drive 1, 06‐01 Block E3A Singapore 117574 Singapore
Department of Photonics Engineering Technical University of Denmark Frederiksborgvej 399, Building 130 Rosklide 4000 Denmark
Laboratório Fotovoltaica da UFSC, Fotovoltaica‐UFSC—Centro de Pesquisa e Capacitação em Energia Solar da UFSC Av. Luiz Boiteux Piazza, 1302, Lotes 114/115, Sapiens Parque Florianópolis Brazil
School of Electrical, Computing and Energy Engineering Arizona State University TempeAZ 85281 USA

Publication Date:: 2020-12-09

Sponsoring Org.:: USDOE

OSTI Identifier:: 1734958

Alternate Identifier(s):: OSTI ID: 1779978

Grant/Contract Number:: DE‐EE0007535

Resource Type:: Published Article

Journal Name:: Progress in Photovoltaics

Additional Journal Information:: Journal Name: Progress in Photovoltaics Journal Volume: 29 Journal Issue: 2; Journal ID: ISSN 1062-7995

Publisher:: Wiley Blackwell (John Wiley & Sons)

Country of Publication:: United Kingdom

Language:: English

Citation Formats


                    Looney, Erin E., Liu, Zhe, Classen, Andrej, Liu, Haohui, Riedel, Nicholas, Braga, Marília, Balaji, Pradeep, Augusto, André, Buonassisi, Tonio, and Marius Peters, Ian. Representative identification of spectra and environments (RISE) using k‐means.  United Kingdom: N. p., 2020. 
Web.  https://doi.org/10.1002/pip.3358.

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                    Looney, Erin E., Liu, Zhe, Classen, Andrej, Liu, Haohui, Riedel, Nicholas, Braga, Marília, Balaji, Pradeep, Augusto, André, Buonassisi, Tonio, & Marius Peters, Ian. Representative identification of spectra and environments (RISE) using k‐means.  United Kingdom.  https://doi.org/10.1002/pip.3358

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                    Looney, Erin E., Liu, Zhe, Classen, Andrej, Liu, Haohui, Riedel, Nicholas, Braga, Marília, Balaji, Pradeep, Augusto, André, Buonassisi, Tonio, and Marius Peters, Ian. Wed .  
"Representative identification of spectra and environments (RISE) using k‐means".  United Kingdom.  https://doi.org/10.1002/pip.3358.

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@article{osti_1734958,

  title        = {Representative identification of spectra and environments (RISE) using k‐means},

  author       = {Looney, Erin E. and Liu, Zhe and Classen, Andrej and Liu, Haohui and Riedel, Nicholas and Braga, Marília and Balaji, Pradeep and Augusto, André and Buonassisi, Tonio and Marius Peters, Ian},

  abstractNote = {},

  doi          = {10.1002/pip.3358},

  journal      = {Progress in Photovoltaics},

  number       = 2,

  volume       = 29,

  place        = {United Kingdom},

  year         = {2020},

  month        = {12}

}

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Title: Representative identification of spectra and environments (RISE) using k‐means

Citation Formats

Urban haze and photovoltaics journal, January 2018

The sun’s total and spectral irradiance for solar energy applications and solar radiation models journal, April 2004

Energy Yield Limits for Single-Junction Solar Cells journal, June 2018

The influence of spectral solar irradiance variations on the performance of selected single-junction and multijunction solar cells journal, June 1991

Least squares quantization in PCM journal, March 1982

Spectral modeling and spectral impacts on the performance of mc-Si and new generation CdTe photovoltaics in warm and sunny climates journal, August 2019

General temperature dependence of solar cell performance and implications for device modelling journal, January 2003

Global Comparison of the Impact of Temperature and Precipitable Water on CdTe and Silicon Solar Cells conference, June 2017

Comprehensive characterisation and analysis of PV module performance under real operating conditions: Comprehensive characterisation and analysis of PV module performance under real operating conditions journal, December 2016

Is the average photon energy a unique characteristic of the spectral distribution of global irradiance? journal, June 2017

Highly efficient single-junction GaAs thin-film solar cell on flexible substrate journal, July 2016

Diffusion of Rb in polycrystalline Cu(In,Ga)Se 2 layers and effect of Rb on solar cell parameters of Cu(In,Ga)Se 2 thin-film solar cells journal, October 2018

On the methodology of energy yield assessment for one-Sun tandem solar cells journal, October 2016

Temperature dependence of solar cell performance—an analysis journal, June 2012

Spectral correction for photovoltaic module performance based on air mass and precipitable water conference, June 2016

Direct Beam and Diffuse Spectral Irradiance Measurements in a Nordic Country Analyzed With the Average Photon Energy Parameter conference, June 2018

Universal rules for visible-light absorption in hybrid perovskite materials journal, March 2017

Parameterized transmittance model for direct beam and circumsolar spectral irradiance journal, November 2001

Global Prediction of Photovoltaic Field Performance Differences Using Open-Source Satellite Data journal, February 2018

Solar cell designs by maximizing energy production based on machine learning clustering of spectral variations journal, December 2018

Analysis of spectral effects on the energy yield of different PV (photovoltaic) technologies: The case of four specific sites journal, April 2014

Physics of the temperature coefficients of solar cells journal, September 2015

Changes in Cadmium Telluride Photovoltaic System Performance due to Spectrum journal, January 2013

Methodology of energy yield modelling of perovskite-based multi-junction photovoltaics journal, January 2019

Spectral irradiance effects on the outdoor performance of photovoltaic modules journal, March 2017

On the impact of solar spectral irradiance on the yield of different PV technologies journal, January 2015

Urban haze and photovoltaics
journal, January 2018

The sun’s total and spectral irradiance for solar energy applications and solar radiation models
journal, April 2004

Energy Yield Limits for Single-Junction Solar Cells
journal, June 2018

The influence of spectral solar irradiance variations on the performance of selected single-junction and multijunction solar cells
journal, June 1991

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journal, March 1982

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journal, August 2019

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journal, January 2003

Global Comparison of the Impact of Temperature and Precipitable Water on CdTe and Silicon Solar Cells
conference, June 2017

Comprehensive characterisation and analysis of PV module performance under real operating conditions: Comprehensive characterisation and analysis of PV module performance under real operating conditions
journal, December 2016

Is the average photon energy a unique characteristic of the spectral distribution of global irradiance?
journal, June 2017

Highly efficient single-junction GaAs thin-film solar cell on flexible substrate
journal, July 2016

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journal, October 2018

On the methodology of energy yield assessment for one-Sun tandem solar cells
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journal, June 2012

Spectral correction for photovoltaic module performance based on air mass and precipitable water
conference, June 2016

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conference, June 2018

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journal, November 2001

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journal, February 2018

Solar cell designs by maximizing energy production based on machine learning clustering of spectral variations
journal, December 2018

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journal, April 2014

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journal, September 2015

Changes in Cadmium Telluride Photovoltaic System Performance due to Spectrum
journal, January 2013

Methodology of energy yield modelling of perovskite-based multi-junction photovoltaics
journal, January 2019

Spectral irradiance effects on the outdoor performance of photovoltaic modules
journal, March 2017

On the impact of solar spectral irradiance on the yield of different PV technologies
journal, January 2015