Photovoltaic Array Reconfiguration under Partial Shading Conditions Based on Short-Circuit Current Estimated by Convolutional Neural Network

Photovoltaic Array Reconfiguration under Partial Shading Conditions Based on Short-Circuit Current Estimated by Convolutional Neural Network

Partial shading conditions (PSC) have negative effects on the operation of photovoltaic (PV) systems. In this paper, a PV array reconfiguration method is developed to minimize power losses of PV arrays under partial shading conditions. The proposed reconfiguration method is based on equalizing the r...

Descrizione completa

Dettagli Bibliografici
Autori principali:	Tuyen Nguyen-Duc, Thinh Le-Viet, Duong Nguyen-Dang, Tung Dao-Quang, Minh Bui-Quang
Natura:	Articolo
Lingua:	English
Pubblicazione:	MDPI AG 2022-08-01
Serie:	Energies
Soggetti:	partial shading conditions image processing Convolutional Neural Network dynamic photovoltaic array reconfiguration experimental analysis
Accesso online:	https://www.mdpi.com/1996-1073/15/17/6341

Documenti analoghi

On circuital topologies and reconfiguration strategies for PV systems inpartial shading conditions: A review
di: Antonino Laudani, et al.
Pubblicazione: (2018-09-01)

Reconfiguration Method to Extract More Power from Partially Shaded Photovoltaic Arrays with Series-Parallel Topology
di: Xiaoguang Liu, et al.
Pubblicazione: (2019-04-01)

Continuous Reconfiguration Framework for Photovoltaic Array under Variable Partial Shading Conditions: Heuristic-Based Algorithms with Optimizing Switching Operation
di: Tuyen Nguyen-Duc, et al.
Pubblicazione: (2022-09-01)

Minimization of Losses in Solar Photovoltaic Modules by Reconfiguration under Various Patterns of Partial Shading
di: Chayut Tubniyom, et al.
Pubblicazione: (2018-12-01)

Evaluations of Practical Engineering Application of Photovoltaic Reconfiguration Technology
di: Ruining Shao, et al.
Pubblicazione: (2022-01-01)

Optimal reconfiguration strategy based on modified Runge Kutta optimizer to mitigate partial shading condition in photovoltaic systems
di: Ahmed M. Nassef, et al.
Pubblicazione: (2022-11-01)

Performance Enhancement of a Partially Shaded Photovoltaic Array by Optimal Reconfiguration and Current Injection Schemes
di: Srinivasan Vadivel, et al.
Pubblicazione: (2021-10-01)

A Reconfiguration Circuit to Boost the Output Power of a Partially Shaded PV String
di: Ali Faisal Murtaza, et al.
Pubblicazione: (2023-01-01)

Followed The Regularized Leader (FTRL) prediction model based photovoltaic array reconfiguration for mitigation of mismatch losses in partial shading condition
di: Xin Gao, et al.
Pubblicazione: (2022-01-01)

Power enhancement in PV arrays under partial shaded conditions with different array configuration
di: Sakthivel Ganesan, et al.
Pubblicazione: (2024-01-01)

Hardware Implementation of Novel Shade Dispersion PV Reconfiguration Technique to Enhance Maximum Power under Partial Shading Conditions
di: Vinaya Chandrakant Chavan, et al.
Pubblicazione: (2022-05-01)

Reliability Enhancement of Photovoltaic Systems under Partial Shading through a Two-Step Module Placement Approach
di: Belqasem Aljafari, et al.
Pubblicazione: (2022-10-01)

Impact of Shading Net on Photovoltaic Cells Performance
di: Wahri Sunanda, et al.
Pubblicazione: (2020-04-01)

Optimizing Method for Photovoltaic Water-Pumping Systems under Partial Shading and Changing Pump Head
di: Perla Yazmín Sevilla-Camacho, et al.
Pubblicazione: (2024-06-01)

A Robust Strategy Based on Marine Predators Algorithm for Large Scale Photovoltaic Array Reconfiguration to Mitigate the Partial Shading Effect on the Performance of PV System
di: Dalia Yousri, et al.
Pubblicazione: (2020-01-01)

Analytical Modeling of Partially Shaded Photovoltaic Systems
di: Mohammadmehdi Seyedmahmoudian, et al.
Pubblicazione: (2013-01-01)

A Dual-Adaptive Perspective on PV Array Reconfiguration with Genetic Algorithms Under Partial Shading Conditions
di: Özgür Karaduman, et al.
Pubblicazione: (2025-02-01)

Identification of Partial Shading Conditions for Photovoltaic Strings
di: Ziqiang Bi, et al.
Pubblicazione: (2020-01-01)

Impact of shading heaviness on voltage, current and power of the solar photovoltaic string
di: Sameera, et al.
Pubblicazione: (2025-01-01)

Shading Effect of Transparent Photovoltaic Panels on Crops Underneath Agrivoltaic Systems
di: Nasim Seyedpour Esmaeilzad, et al.
Pubblicazione: (2024-02-01)

Photovoltaic greenhouses: evaluation of shading effect and its influence on agricultural performances
di: Sergio Castellano
Pubblicazione: (2014-12-01)

Different Techniques to Mitigate Partial Shading in Photovoltaic Panels
di: Tiago Alves, et al.
Pubblicazione: (2021-06-01)

Analysis of the internal shading in a photovoltaic greenhouse tunnel
di: Alvaro Marucci, et al.
Pubblicazione: (2017-09-01)

Detection and assessment of partial shading in photovoltaic arrays
di: Fawzan Salem, et al.
Pubblicazione: (2016-05-01)

Optimal PV Reconfiguration Under Partial Shading Based on White Shark Optimization
di: Noor A. Kadhim, et al.
Pubblicazione: (2024-01-01)

Simulation-Based Shading Loss Analysis of a Shingled String for High-Density Photovoltaic Modules
di: Jaesung Bae, et al.
Pubblicazione: (2021-11-01)

Modeling the Functioning of the Half-Cells Photovoltaic Module under Partial Shading in the Matlab Package
di: Mariusz T. Sarniak
Pubblicazione: (2020-04-01)

Paper Review of External Integrated Systems as Photovoltaic Shading Devices
di: Paolo Corti, et al.
Pubblicazione: (2023-07-01)

Unconstrained model and merge sorted serpentine arrangement method for dynamic reconfiguration of large PV arrays
di: M. Shamseldein
Pubblicazione: (2022-12-01)

Power and efficiency enhancement of solar photovoltaic power plants through grouped string voltage balancing approach
di: Priya Ranjan Satpathy, et al.
Pubblicazione: (2024-10-01)

Photovoltaic-based DC microgrid with partial shading and fault tolerance
di: Carlos CORREA-BETANZO, et al.
Pubblicazione: (2018-11-01)

Switch for the Optimization of Module Power by Reconfiguration of All Strings (SOMBRA): An Insulated Integrated Switch for a Reconfigurable Solar Panel
di: Pieter Bauwens, et al.
Pubblicazione: (2019-11-01)

Modelling, parameter estimation and assessment of partial shading conditions of photovoltaic modules
di: S. LYDEN, et al.
Pubblicazione: (2018-10-01)

MODELLING AND CONTROL OF PARTIALLY SHADED PHOTOVOLTAIC ARRAYS
di: Chia Seet Chin, et al.
Pubblicazione: (2013-01-01)

Improved TCT topology for shaded photovoltaic arrays
di: Hicham Oufettoul, et al.
Pubblicazione: (2022-11-01)

Optimizing Solar Power Using Array Topology Reconfiguration With Regularized Deep Neural Networks
di: Vivek Narayanaswamy, et al.
Pubblicazione: (2023-01-01)

Optimal Photovoltaic Array Dynamic Reconfiguration Strategy Based on Direct Power Evaluation
di: Zhen Zhu, et al.
Pubblicazione: (2020-01-01)

Modeling and simulation of a Renzoku puzzle pattern-based PV array configuration for a partially shaded PV system
di: Belqasem Aljafari, et al.
Pubblicazione: (2024-03-01)

Effect of photovoltaics shading on the growth of chili pepper in controlled greenhouses
di: Reda Hassanien Emam Hassanien, et al.
Pubblicazione: (2022-02-01)

Estimating parameters of photovoltaic modules based on current–voltage characteristics at operating conditions
di: Duong Nguyen Dang, et al.
Pubblicazione: (2023-03-01)