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Updated: Feb 7, 2026

Author Spotlight: Deciphering Coagulation Disorders in Traumatic Brain Injury Patients
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基于模型预测控制的MLP-ANN,以提高电动汽车驱动周期的跟踪响应与节能,使用五相IPMSM

Ahmed M Hassan1,2, Hamada Esmaiel3, Mohammed M Alammar3

  • 1Department of Electrical Power and Machines Engineering, Faculty of Engineering, Benha University, Cairo, Egypt.

PloS one
|February 5, 2026
PubMed
概括

本研究介绍了一种新方法,用于电动汽车 (EV) 速度跟踪控制和节能,使用人工神经网络 (ANN) 来优化驱动系统. 这种方法提高了电动汽车的性能和电池寿命.

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相关概念视频

Energy to Drive Translocation01:37

Energy to Drive Translocation

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The Cell Cycle Control System01:28

The Cell Cycle Control System

The cell cycle regulation directs how a cell proceeds from one phase to the next and begins mitosis. The cell cycle control system includes intracellular regulatory molecules and external triggers. They provide "stop" or "advance" signals and operate at specific cell cycle stages termed checkpoints to ensure that a particular process is completed before the cell advances to the next phase.
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The Cell Cycle Control System

The cell cycle is an organized set of events that leads the cell to divide into two daughter cells, each containing chromosomes identical to the parent cell. It is the cell cycle that leads to the formation of an entire organism from a single-cell zygote. Besides, cell division also functions in the renewal or repair of tissues in adult multicellular eukaryotes. For example, in the bone marrow, the stem cells divide to form new blood cells. Although essential for several functions, cell...
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Phase-lead and Phase-lag Controllers

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Hormonal Control of the Ovarian Cycle

The ovarian cycle is meticulously regulated by the hypothalamic-pituitary-gonadal axis. This cycle orchestrates the release of a mature oocyte, essential for reproduction.
Before puberty, the hypothalamus releases GnRH in a low frequency, low amplitude pulsatile manner. This along with the immature hypothalamic-pituitary-gonadal axis activity, results in low estrogen levels and the absence of a fully functional ovarian cycle.  At puberty, GnRH secretion increases in both frequency and...
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Conservation of Energy in Control Volume

Consider a turbine operating under steady-flow conditions. The control volume is drawn around the turbine, with fluid entering at one point and exiting at another. The turbine extracts energy from the fluid, which performs mechanical work (shaft work).
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