Solar trees are innovative structures that mimic the appearance of trees while utilizing solar panels to generate electricity. This paper addresses detecti...
This paper proposes a model called X-LSTM-EO, which integrates explainable artificial intelligence (XAI), long short-ter…
Accurate forecasts for day-ahead photovoltaic (PV) power generation are crucial to support a high PV penetration rate in…
Despite their significant environmental benefits, solar photovoltaic (PV) systems are susceptible to malfunctions and pe…
This study provides a paradigm for an artificial intelligence-driven hybrid solar power system, including optimized sola…
The technological underpinnings of solar trees hinge on advanced engineering and artificial intelligence. Solar panels m…
The SPXAI architectural framework is designed to optimize solar panel power production through advanced data collection,…
Despite these advantages, this environmentally friendly energy solution is still susceptible to downtimes and faults. Th…
In particular, the utilisation of long short-term memory (LSTM), random forest and extra trees in conjunction with multi…
Tree Features Average Importance: In this study, a novel tree-based feature importance averaging technique was implement…
Therefore, the current study developed three tree optimizers (fine, medium, and coarse) to predict the profitability fac…
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