This study achieves the synergistic integration of self‐powered sensing and edge AI acceleration to establish a real‐time fault diagnosis system. The proposed TENG‐based self‐powered bearing sensor (NSE‐TBS) and FPGA‐accelerated edge AI framework fundamentally break through the inherent limitations of conventional monitoring systems, including complex ...
Kehui Zhu +7 more
wiley +1 more source
The impact of carbon emissions trading on innovation bubbles in manufacturing enterprises. [PDF]
Lyu Z, Li G.
europepmc +1 more source
Ultra‐Wide‐Field Noninvasive Imaging Through Scattering Media Via Physics‐Guided Deep Learning
We propose a physics‐guided adaptive dual‐domain learning method for ultra‐wide‐field noninvasive imaging through scattering media, namely UNI‐Net. Our method not only reduces the requirement for real experimental data by an order of magnitude but also enables clear imaging of complex scenes with an ultra‐large field of view, which is 164 times the OME
Lintao Peng +5 more
wiley +1 more source
EU-ETS emergency reserve price curbs coal use and shields consumers during natural gas price shocks. [PDF]
Bento AM, Koch N, Marmarelis ZE.
europepmc +1 more source
Precision Lignocellulosic Biorefinery: Process Regulation From Corn Stover to Products
This study presents a precision biorefinery framework that transforms corn stover into high‐value bioproducts through whole‐process regulation. Mechanical fractionation separates feedstock into parenchyma‐rich short fibers and vascular‐bundle‐dominant long fibers.
Xue‐Cheng Lin +4 more
wiley +1 more source
A multilayered framework for advancing rapid and cost-effective electric power system decarbonization. [PDF]
Shi J +6 more
europepmc +1 more source
Selective Interfacial Barriers Drive High‐Performance GeTe Thermoelectrics
Carrier‐phonon decoupling is the key to developing high‐performance thermoelectric materials. Here, we demonstrate that selective interfacial barriers can decouple carrier and phonon transport, thus achieving an exceptional peak ZT of ∼2.7 at 773 K, along with a record‐high average ZT of 1.9 across 300–773 K in the (Ge0.82Mn0.04Bi0.04Pb0.1Te)0.99(VSe2 ...
Liang‐Cao Yin +12 more
wiley +1 more source
Can carbon emission trading policy promote enterprise green management innovation? [PDF]
Wang Y, Li M, Hou J.
europepmc +1 more source
Indium substitution in Ag2Se nanocrystals simultaneously tailors electronic structure and lattice dynamics. Fermi‐level upshift and band‐gap narrowing enhance electrical transport, while defect‐induced lattice softening intensifies phonon scattering and suppresses lattice thermal conductivity.
Yineng Gou +11 more
wiley +1 more source
Study on optimization of multimodal transportation path of Jiamusi grain considering cargo loss under low carbon policy. [PDF]
Ma C +5 more
europepmc +1 more source

