A Novel Approach to Energy Management in Electric Steelworks
Feed‐forward neural networks are exploited to estimate electric energy consumptions of the electric arc furnace and ladle furnace processes. The models are used to optimize production schedule so that more energy intensive grades are produced when the cost of energy is lower.
Valentina Colla +12 more
wiley +1 more source
Enhancement of Memory and Synaptic Plasticity by <i>Celastrus paniculatus</i> Seed Extract: Upregulation of pSer831-GluA1 Trafficking and Arc/PSD-95 Expression in the Hippocampus of Male Rats. [PDF]
Thongon N +2 more
europepmc +1 more source
Ensemble models are adopted to estimate the sterile content of scraps arriving to the scrap yard. Feed‐forward neural networks are exploited to estimate steel composition and temperature after Ladle furnace. The models are validated on data from two steelworks very satisfactory results and are inherently transferable to other steelworks, as they are ...
Valentina Colla +7 more
wiley +1 more source
GPR156 is required in sensory hair cells for proper auditory and vestibular function. [PDF]
Jarysta A +4 more
europepmc +1 more source
Hydrogen‐based direct reduced iron (H‐DRI) melts differently from scrap and carbon‐bearing DRI. This work combines differential scanning calorimetry experiments, FactSage thermodynamics, and simple composition‐based regression to predict solidus, liquidus, heat capacity, and enthalpy for H‐DRI.
Ankur Agnihotri +3 more
wiley +1 more source
Newly assembled mitochondrial genomes of <i>Hypericum</i> (Hypericaceae) provide insights into phylogenetic relationships and inter-organellar conflict. [PDF]
Yu JX +5 more
europepmc +1 more source
This work uses high‐temperature dilatometry to examine how the tramp elements Cu, Ni, and Sn affect the deformability of non‐metallic inclusions and matrix in quench‐and‐temper steel. Mg‐bearing inclusions deform less than Mg‐free ones. Copper lowers formability. Nickel increases deformability.
Julian Cejka +3 more
wiley +1 more source
Dataset on cooling time (t<sub>8/5</sub>) and thermal cycle measurements during electron beam welding of quenched and tempered high strength structural steels. [PDF]
Sisodia RPS, Sliwinski P, Weglowski MS.
europepmc +1 more source
The high‐strain‐rate behavior of resistance spot‐welded DP800–DP1000 joints is investigated. Results show that microstructural gradients across BM–HAZ–FZ govern hardness, strain rate sensitivity, and failure modes. While strength increases with strain rate, energy absorption is controlled by ductility, with DP800–DP800 joints showing superior ...
Pankaj Shrivastava, Velaphi Msomi
wiley +1 more source
Methods for Analyzing RNA Pseudoknots via Chord Diagrams and Intersection Graphs. [PDF]
Ibrahim R, Moore AH.
europepmc +1 more source

