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Structural Topology Design for Electromagnetic Performance Enhancement of Permanent-Magnet Machines | Chinese Journal of Mechanical Engineering | Full Text
Permanent-magnet (PM) machines are the important driving components of various mechanical equipment and industrial applications, such as robot joints, aerospace equipment, electric vehicles, actuators, wind generators and electric traction systems. The PM machines are usually expected to have high torque/power density, low torque ripple, reduced rotor mass, a large constant power speed range or strong anti-magnetization capability to match different requirements of industrial applications. The structural topology of the electric machines, including stator/rotor arrangements and magnet patterns of rotor, is one major concern to improve their electromagnetic performance. However, systematic reviews of structural topology are seldom found in literature. Therefore, the objective of this paper is to summarize the stator/rotor arrangements and magnet patterns of the permanent-magnet brushless machines, in depth. Specifically, the stator/rotor arrangements of the PM machines including radial-flux, axial-flux and emerging hybrid axial-radial flux configurations are presented, and pros and cons of these topologies are discussed regarding their electromagnetic performance. The magnet patterns including various surface-mounted and interior magnet patterns, such as parallel magnetization pole pattern, Halbach arrays, spoke-type designs and their variants are summarized, and the characteristics of those magnet patterns in terms of flux-focusing effect, magnetic self-shielding effect, torque ripple, reluctance torque, magnet utilization ratio, and anti-demagnetization capability are compared. This paper can provide guidance and suggestion for the structure selection and design of PM brushless machines for high-performance industrial applications.
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I’m seeking a conceptual understanding of the expected IPC/Issue Slot Utilization when using Volta Tensor Cores for large GEMMs to achieve near peak performance. I have been benchmarking FP16 GEMMs with cublas and cublasLt on a Tesla V100 PCIe. A of GEMM size M = N = K = 8192 is able to achieve ~101 TFLOPS, which is ~90% of the peak theoretical TFLOPS. My understanding is that, in order to achieve peak Tensor Core performance, one should utilize all available Tensor Cores on all warp scheduler...
Linux commands to check CPU Utilization ,memory and disk.
In linux it is mandatory to know commands to check cpu utilization and memory so in this we will discuss. This command displays CPU usage statistics.
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(2016). Slot Utilization and Performance Improvement in Hadoop Cluster. In: Satapathy, S.C., Mandal, J.K., Udgata, S.K., Bhateja, V.
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Linux commands to check CPU Utilization ,memory and disk. | by The_Anshuman | Medium
In linux it is mandatory to know commands to check cpu utilization and memory so in this we will discuss. This command displays CPU usage statistics. You can specify the interval and number of…
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Recent High Impact Publication. New work from Kimryn Rathmell, MD, PhD, Jeffrey Rathmell, PhD, Bradley Reinfeld, and Matthew Madden and colleagues was published in Nature this week.The group investigated the prevailing wisdom that tumors have high glucose uptake, which serves as the basis for FDG-PET cancer imaging. By carefully characterizing the glucose and glutamine utilization patterns of different cell types in the tumor microenvironment, they...
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show system resource-monitor | Junos OS | Juniper Networks
Display the utilization of memory resources on the Packet Forwarding Engines for all FPCs or a specific FPC. The filter memory denotes the filter counter memory used for firewall filter counters. The asterisk (*) displayed next to each of the memory regions denotes the ones for which the configured threshold is being currently exceeded.
How to check CPU and memory utilization in Linux
Let's look at some useful commands that will help you keep tabs on your CPU and memory utilization in Linux.
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