A review of scenario analysis methods in planning and operation of modern power systems: Methodologies, applications, and challenges

H Li, Z Ren, M Fan, W Li, Y Xu, Y Jiang… - Electric Power Systems …, 2022 - Elsevier
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 …

A review on the integration of probabilistic solar forecasting in power systems

B Li, J Zhang - Solar Energy, 2020 - Elsevier
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 …

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 …

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 generation model of solar irradiance for grid connected photovoltaic systems using weibull distribution

MU Afzaal, IA Sajjad, AB Awan, KN Paracha… - Sustainability, 2020 - mdpi.com
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 …

[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 …

[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 …

Probabilistic solar irradiance transposition models

H Quan, D Yang - Renewable and Sustainable Energy Reviews, 2020 - Elsevier
Transposition models convert the solar irradiance received on a horizontal surface to in-
plane irradiance. All transposition models to date, unfortunately, only produce deterministic …

Towards a sustainable power grid: Stochastic hierarchical planning for high renewable integration

S Atakan, H Gangammanavar, S Sen - European Journal of Operational …, 2022 - Elsevier
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 …

[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 …