Sliding prediction algorithm using polynomial approach for photovoltaic system energy management

0 avis

Sliding prediction algorithm using polynomial approach for photovoltaic system energy management

Archive ouverte : Communication dans un congrès

Kermia, Mohamed Hamza | Almaksour, Khaled | Bosche, Jerome | Abbes, Dhaker

7th International Conference on Control, Decision and Information Technologies (CoDIT), Prague, CZECH REPUBLIC, JUN 29-JUL 02, 2020. International audience. Fluctuating photovoltaic (PV) power creates a challenge for grid energy management as energy penetration increases rapidly. As a result, the forecasting of PV energy has become essential to ensure grid stability and promote optimal use of energy resources and more economical distribution. The objective of this work is to forecast PV power for a 10 min horizon, based on a set of data. This approach is used to ensure efficient operation of the fluctuating output of a PV station charging a station for electic vehicules. Simulation results show the reliability and efficiency of the technique.

Langue: Anglais

Date de publication: 2020-06-29

Source: 2020 7TH INTERNATIONAL CONFERENCE ON CONTROL, DECISION AND INFORMATION TECHNOLOGIES (CODIT'20), VOL 1

Consulter en ligne

Consulter le document

Suggestions

Du même auteur

Photovoltaic power prediction using a recurrent neural network RNN

Archive ouverte: Communication dans un congrès

Kermia, Mohamed Hamza | 2020-09-28

6th IEEE International Energy Conference (IEEE ENERGYCON) - Energy Transition for Developing Smart Sustainable Cities, IEEE, ELECTR NETWORK, SEP 28-OCT 01, 2020. International audience. The intermittent nature of so...

Comparison of Photovoltaic Production Forecasting Methods

Archive ouverte: Article de revue

Kermia, Mohamed Hamza | 2022

International audience. A new short-term photovoltaic (PV) power forecasting technique based on a polynomial model is proposed in this paper. This technique has been compared with two forecasting methods. The first ...

Robust finite-frequency H-infinity model reduction for uncertain 2D discret...

Archive ouverte: Communication dans un congrès

El-Amrani, Abderrahim | 2022-06-28

30th Mediterranean Conference on Control and Automation (MED), Athens, GREECE, JUN 28-JUL 01, 2022. International audience. In this work, robustness and convergence properties of model reduction are investigated for...

Du même sujet

Engaging in or escaping co-creation? An analytical model

Archive ouverte: Article de revue

van den Broeke, Maud | 2021-01-31

An integrated planning model in centralized power systems

Archive ouverte: Article de revue

López-Ramos, Francisco | 2020-11-16

Vers une transmission vidéo sans latence par l'extrapolation d'images

Archive ouverte: Communication dans un congrès

Vijayaratnam, Melan | 2022-09-06

International audience. Ces dernières années, plusieurs efforts ont été consacrés à la réduction des différentes sources de latence dans la transmission vidéo, notamment l'acquisition, le codage et la transmission r...

HLA-based time management and synchronization framework for lean manufactur...

Archive ouverte: Article de revue

Possik, Jalal | 2023

International audience. Discrete event simulation (DES) is a method for digitally replicating the behavior and performance of real-world processes, systems, and facilities. DES is widely applied in manufacturing, lo...

Real Time Supervision for a Hybrid Renewable Power System Emulator

Archive ouverte: Article de revue

Abbes, Dhaker | 2014

SDR Implementation of a Real-Time Testbed for Spectrum Sensing Under MIMO T...

Archive ouverte: Article de revue

Thameur, Hayfa Ben | 2021-08

International audience

Chargement des enrichissements...