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[HTML][HTML] Photovoltaic power estimation and forecast models integrating physics and machine learning: A review on hybrid techniques
Photovoltaic (PV) models are essential for energy planning and grid integration applications.
The models used for PV power conversion typically adopt physical, data-driven, or hybrid …
The models used for PV power conversion typically adopt physical, data-driven, or hybrid …
An adaptive interval power forecasting method for photovoltaic plant and its optimization
M Ma, B He, R Shen, Y Wang, N Wang - Sustainable Energy Technologies …, 2022 - Elsevier
With the high photovoltaic (PV) access ratio, high precision PV power prediction is of great
significance for the large-scale PV plants. The existing deterministic prediction methods are …
significance for the large-scale PV plants. The existing deterministic prediction methods are …
[HTML][HTML] MAS-DR: An ML-Based Aggregation and Segmentation Framework for Residential Consumption Users to Assist DR Programs
The increasing complexity of energy grids, driven by rising demand and unpredictable
residential consumption, highlights the need for efficient demand response (DR) strategies …
residential consumption, highlights the need for efficient demand response (DR) strategies …
[HTML][HTML] Optimems: An adaptive lightweight optimal microgrid energy management system based on the novel virtual distributed energy resources in real-life …
As microgrids have gained increasing attention over the last decade, more and more
applications have emerged, ranging from islanded remote infrastructures to active building …
applications have emerged, ranging from islanded remote infrastructures to active building …
[PDF][PDF] Solar Generation Forecasting with Transfer Learning
D Mylonas - 2023 - ikee.lib.auth.gr
Περίληψη Η ενέργεια αποτελεί αναπόσπαστο κομμάτι της ανθρώπινης κοινωνίας εδώ και
πολλούς αιώνες και η αξιοποίηση της έπαιξε καθοριστικό ρόλο στην επιβίωση και την εξέλιξη …
πολλούς αιώνες και η αξιοποίηση της έπαιξε καθοριστικό ρόλο στην επιβίωση και την εξέλιξη …