Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 5 of 5 for “"solar irradiance forecasting"”.
-
Implementation of Solar Irradiance Forecasting Using Markov Switching Model and Energy Management System
… however leads to increased operational cost. Solar irradiance forecasting helps to reduce reserve requirement, thereby improving the utilization of PV energy. In this thesis, a new solar irradiance forecasting method for remote microgrids based on the Markov Switching Model (MSM) is presented. …
-
Integrating Transactive Energy and Machine Learning For Re-Energizing Wastewater Treatment Plants
… generated by burning fossil fuels. Wind- and solar-based distributed generation emerged as a clean energy solution to achieve environmental sustainability and net-zero performance. This study investigates power consumption trends in WWTP facilities using six and nine years of data, …
-
Machine Learning Applications in Blockchain for Renewable Energy Systems
… that integrates advanced Machine Learning (ML) forecasting with Distributed Ledger Technology (DLT). The research first investigates the limits of predictive accuracy for community microgrids. A novel hybrid deep learning model, Bidirectional Long-Short-Term-Memory with Gated Recurrent Unit …
-
Machine learning techniques for the analysis of energy consumption and production
L'abstract è presente nell'allegato / the abstract is in the attachment