A review of scenario analysis methods in planning and operation of modern power systems: Methodologies, applications, and challenges
Addressing the rapidly growing penetration of renewable energy sources and the increasing
variations in loads has been a significant challenge in the planning and operation of modern …
variations in loads has been a significant challenge in the planning and operation of modern …
A review on the integration of probabilistic solar forecasting in power systems
As one of the fastest growing renewable energy sources, the integration of solar power
poses great challenges to power systems due to its variable and uncertain nature. As an …
poses great challenges to power systems due to its variable and uncertain nature. As an …
Development of cuckoo search MPPT algorithm for partially shaded solar PV SEPIC converter
CH Hussaian Basha, V Bansal, C Rani… - Soft Computing for …, 2020 - Springer
Photovoltaic (PV) power generation is playing a prominent role in rural power generation
systems due to its low operating and maintenance cost. The output properties of solar PV …
systems due to its low operating and maintenance cost. The output properties of solar PV …
Benchmark probabilistic solar forecasts: Characteristics and recommendations
K Doubleday, VVS Hernandez, BM Hodge - Solar Energy, 2020 - Elsevier
We illustrate and compare commonly used benchmark, or reference, methods for
probabilistic solar forecasting that researchers use to measure the performance of their …
probabilistic solar forecasting that researchers use to measure the performance of their …
Probabilistic generation model of solar irradiance for grid connected photovoltaic systems using weibull distribution
Around the world, countries are integrating photovoltaic generating systems to the grid to
support climate change initiatives. However, solar power generation is highly uncertain due …
support climate change initiatives. However, solar power generation is highly uncertain due …
[HTML][HTML] A review of solar power scenario generation methods with focus on weather classifications, temporal horizons, and deep generative models
MA Kousounadis-Knousen, IK Bazionis, AP Georgilaki… - Energies, 2023 - mdpi.com
Scenario generation has attracted wide attention in recent years owing to the high
penetration of uncertainty sources in modern power systems and the introduction of …
penetration of uncertainty sources in modern power systems and the introduction of …
[HTML][HTML] Low-dimensional scenario generation method of solar and wind availability for representative days in energy modeling
M Densing, Y Wan - Applied Energy, 2022 - Elsevier
We present a scenario generation method for representative days of wind and solar power
availability for use in energy-system models. The method uses principal component analysis …
availability for use in energy-system models. The method uses principal component analysis …
Probabilistic solar irradiance transposition models
Transposition models convert the solar irradiance received on a horizontal surface to in-
plane irradiance. All transposition models to date, unfortunately, only produce deterministic …
plane irradiance. All transposition models to date, unfortunately, only produce deterministic …
Towards a sustainable power grid: Stochastic hierarchical planning for high renewable integration
Driven by ambitious renewable portfolio standards, large-scale inclusion of variable energy
resources (such as wind and solar) are expected to introduce unprecedented levels of …
resources (such as wind and solar) are expected to introduce unprecedented levels of …
[HTML][HTML] Using time-windowed solar radiation profiles to assess the daily uncertainty of solar thermal electricity production forecasts
M Biencinto, L González, L Valenzuela - Journal of Cleaner Production, 2022 - Elsevier
This work is aimed at analysing the impact of real-time weather forecasting on the simulation
of solar thermal electricity plants. A novel method is presented that allows generating …
of solar thermal electricity plants. A novel method is presented that allows generating …