1. Estimation of direct normal irradiance with multi-pyranometer arrays and artificial neural networks Open Access Author: Srikrishnan, Vivek Anand Title: Estimation of direct normal irradiance with multi-pyranometer arrays and artificial neural networks Graduate Program: Energy and Mineral Engineering Keywords: direct normal irradiancemulti-pyranometer arrayneural networksmachine learning File: Download VivekSrikrishnan-Thesis-20150715.pdf Committee Members: Jeffrey Brownson, Thesis Advisor/Co-AdvisorGeorge Spencer Young, Thesis Advisor/Co-Advisor
2. Markov-Switching Models for Probabilistic Solar Resource Assessment and Forecasting Open Access Author: Srikrishnan, Vivek Anand Title: Markov-Switching Models for Probabilistic Solar Resource Assessment and Forecasting Graduate Program: Energy and Mineral Engineering Keywords: Solar resource assessmentsolar forecastingBayesian statisticsMarkov-switching modelsprobabilistic modeling File: Download Srikrishnan-Dissertation.pdf Committee Members: Jeffrey Brownson, Dissertation Advisor/Co-AdvisorJeffrey Brownson, Committee Chair/Co-ChairGeorge Spencer Young, Committee MemberMort D Webster, Committee MemberVinayak V Shanbhag, Outside Member