Performance measurement of high gain Landsman converter with ANFIS based MPPT and cascaded H-bridge thirty-one multilevel inverter in a single-phase grid-connected PV system. [PDF]
Kumar NB +4 more
europepmc +1 more source
Combining machine learning and probabilistic statistical learning is a powerful way to discover and design new materials. A variety of machine learning approaches can be used to identify promising candidates for target applications, and causal inference can help identify potential ways to make them a reality.
Jonathan Y. C. Ting, Amanda S. Barnard
wiley +1 more source
FFO-based controller for 3-phase inverter to reduce power quality problems in PV-integrated microgrid system. [PDF]
Kumar NA +4 more
europepmc +1 more source
A sequential deep learning framework is developed to model surface roughness progression in multi‐stage microneedle fabrication. Using real‐world experimental data from 3D printing, molding, and casting stages, an long short‐term memory‐based recurrent neural network captures the cumulative influence of geometric parameters and intermediate outputs ...
Abdollah Ahmadpour +5 more
wiley +1 more source
Bioinspired STHVO based MPPT control for grid connected photovoltaic water pumping systems. [PDF]
Ballouti A +8 more
europepmc +1 more source
H5 Transformerless Grid-Connected Photovoltaic Inverter
Repalle Rohit, Gudipati Kishor
openaire +1 more source
Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley +1 more source
Efficient energy management of a low-voltage AC microgrid with renewable and energy storage integration using nonlinear control. [PDF]
El Mezdi K +5 more
europepmc +1 more source
Analysis and experimental verification of new power flow control for grid-connected inverter with LCL filter in microgrid. [PDF]
Gu H, Guan Y, Wang H, Wei B, Guo X.
europepmc +1 more source

