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AI‐Driven Optimization of a Hybrid PV–Wind–BESS Microgrid for a Rural Educational Institution in Developing Countries

Energy Science &Engineering, Volume 14, Issue 6, Page 2839-2873, June 2026.
An AI‐driven CNN–LSTM forecasting framework is integrated with HOMER Pro to optimally design a grid‐connected PV–wind–BESS microgrid for a rural school in Bangladesh, achieving 91.7% renewable penetration, low energy cost (0.0397 USD/kWh), and an 81.5% reduction in CO2 emissions. ABSTRACT Hybrid renewable microgrid planning in HOMER Pro often relies on
Robiul Khan +5 more
wiley +1 more source

Variation in Climate Shapes Seedling Recruitment Along Resource Gradients in a Northern Hardwood Forest

Global Change Biology Communications, Volume 1, Issue 2, June 2026.
Seedling counts over 26 years revealed that wetter‐site temperate tree species struggle to recruit in warmer, drier years, whereas drier‐site species are more climate‐tolerant. Shadier forests buffered seedlings from heat and drought. Local soils and canopy cover strongly shaped outcomes, revealing considerable differences among species in climate ...
Bailey H. McNichol, Richard K. Kobe
wiley +1 more source

Cross-validation of meshless Navier-Stokes solvers in porous media flows. [PDF]

Sci Rep
Strzelczyk D, Rot M, Kosec G, Matyka M.
europepmc +1 more source

Estimating Baseline Survival Function in the Proportional Hazards Model Under Monotone Hazards. [PDF]

J Stat Theory Pract
Wu Y, Chappell R.
europepmc +1 more source

An Improved Biomimetic Beaver Behavior Optimizer for Inverse Kinematics of Rehabilitation Robotic Arms. [PDF]

Biomimetics (Basel)
Fan S, Deng Y, Li Z.
europepmc +1 more source

A novel encrypted traffic detection model based on detachable convolutional GCN-LSTM. [PDF]

Sci Rep
Yuan X, Wan J, An D, Pei H.
europepmc +1 more source

Equivariant valuations on convex functions. [PDF]

Calc Var Partial Differ Equ
Hofstätter GC, Knoerr J.
europepmc +1 more source

Assessing food security and environmental quality under policy stringency and geopolitics using counterfactual and machine learning approaches. [PDF]