journal article·2021Open access

A Machine Learning Based Algorithm to Process Partial Shading Effects in PV Arrays

Kamran Sadiq Awan, Tahir Mahmood, Mohammad Shorfuzzaman, Rashid Ali, Raja Majid Mehmood

Computers, Materials & Continua· Volume 68· Issue 1

Abstract

Solar energy is a widely used type of renewable energy. Photovoltaic arrays are used to harvest solar energy. The major goal, in harvesting the maximum possible power, is to operate the system at its maximum power point (MPP)... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Photovoltaic System Optimization Techniques · Solar Radiation and Photovoltaics · solar cell performance optimization

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (19)

Show source-provided references
1. Urban concentration, non-renewable energy consumption, and output: Do levels of economic development matter?10.1007/s11356-019-07158-8 ↗
2. The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from method of moments quantile regression10.1016/j.renene.2020.09.128 ↗
3. Maximum power point tracking of PV system under partial shading conditions through flower pollination algorithm10.1186/s41601-018-0111-3 ↗
4. Optimization of perturb and observe maximum power point tracking method10.1109/TPEL.2005.850975 ↗
5. A maximum power point tracking technique for partially shaded photovoltaic systems in microgrids10.1109/TIE.2011.2168796 ↗
6. A three-phase NPC grid-connected inverter for photovoltaic applications using neural network MPPT10.1016/j.rser.2015.04.066 ↗
7. A MATLAB-Simulink-based PV module model and its application under conditions of non-uniform irradiance10.1109/TEC.2012.2216529 ↗
8. Assessment of perturb and observe MPPT algorithm implementation techniques for PV pumping applications10.1109/TSTE.2011.2168245 ↗
9. A deterministic Particle Swarm Optimization maximum power point tracker for photovoltaic system under partial shading condition
10. Evaluation of the hill climbing and the incremental conductance maximum power point trackers for photovoltaic power systems10.1109/TEC.2012.2218816 ↗
11. Maximum power point tracking scheme for PV systems operating under partially shaded conditions10.1109/TIE.2008.917118 ↗
12. Simulation and hardware implementation of Incremental Conductance MPPT with direct control method using cuk converter10.1109/TIE.2010.2048834 ↗
13. Simulation and hardware implementation of new maximum power point tracking technique for partially shaded PV system using hybrid DEPSO method10.1109/TSTE.2015.2413359 ↗
14. Development of an Improved P&O algorithm assisted through a colony of foraging ants for MPPT in PV system10.1109/TII.2015.2502428 ↗
15. Enhanced energy output from a PV system under partially shaded condition through artificial bee colony method10.1109/TSTE.2014.2363521 ↗
16. A modified Adaptive Hill Climbing MPPT method for photovoltaic power systems10.1109/PESC.2004.1355417 ↗
17. Researches and tests of a dynamic multi-peak maximum power point tracking algorithm based on power loop
18. FPA based approach for solar maximum power point tracking
19. Opposition-based learning: A new scheme for machine intelligence