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W. Walsh

National University of Singapore · SG
Area of research
Astronomy and Astrophysics · Instrumentation
Research interest
Research focused on Irradiance and Solar irradiance, with related work in Cloud cover, Meteorology, Autoregressive integrated moving average. Notable publications include 'Hourly solar irradiance time series forecasting using cloud cover index', 'Short-term solar irradiance forecasting using exponential smoothing state space model', and 'Short term solar irradiance forecasting using a mixed wavelet neural network'.
h-index
citations
1,475
works
11
NIH funding
primary concept
email

Recent publications

Solar irradiance forecasting in the tropics using numerical weather prediction and statistical learning
Solar Energy 2018cited by 136position: lastdoi
Short term solar irradiance forecasting using a mixed wavelet neural network
Renewable Energy 2016cited by 191position: middledoi
A novel hybrid approach based on self-organizing maps, support vector regression and particle swarm optimization to forecast solar irradiance
Energy 2015cited by 130position: lastdoi
Very short-term irradiance forecasting at unobserved locations using spatio-temporal kriging
Solar Energy 2015cited by 105position: lastdoi
Satellite image analysis and a hybrid ESSS/ANN model to forecast solar irradiance in the tropics
Energy Conversion and Management 2014cited by 107position: lastdoi
Solar irradiance forecasting using spatio-temporal empirical kriging and vector autoregressive models with parameter shrinkage
Solar Energy 2014cited by 83position: lastdoi
Short-term solar irradiance forecasting using exponential smoothing state space model
Energy 2013cited by 208position: lastdoi
Solar irradiance forecasting using spatial-temporal covariance structures and time-forward kriging
Renewable Energy 2013cited by 142position: lastdoi
Block Matching Algorithms: Their Applications and Limitations in Solar Irradiance Forecasting
Energy Procedia 2013cited by 29position: middledoi
Hourly solar irradiance time series forecasting using cloud cover index
Solar Energy 2012cited by 254position: lastdoi
SUBMILLIMETER OBSERVATIONS OF MILLIMETER BRIGHT GALAXIES DISCOVERED BY THE SOUTH POLE TELESCOPE
The Astrophysical Journal 2012cited by 90position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Dazhi Yang · National University of Singapore8 papers (2012–2016)Thomas Reindl · Utrecht University6 papers (2013–2016)Zibo Dong · National University of Singapore6 papers (2013–2015)Panida Jirutitijaroen · National University of Singapore4 papers (2012–2014)Nan Chen · National University of Singapore1 papers (2013–2013)Lu Zhao · National University of Singapore1 papers (2015–2015)Gu Chaojun · National University of Singapore1 papers (2013–2013)Robert Huva · National University of Singapore1 papers (2018–2018)Andrivo Rusydi · National University of Singapore1 papers (2018–2018)Hadrien Verbois · National University of Singapore1 papers (2018–2018)Aloysius W. Aryaputera · National University of Singapore1 papers (2015–2015)Vishal Sharma · National University of Singapore1 papers (2016–2016)