Job Classification Through Long-Term Log Analysis Towards Power-Aware HPC System Operation

Author(s):  
Yuichi Tsujita ◽  
Atsuya Uno ◽  
Ryuichi Sekizawa ◽  
Keiji Yamamoto ◽  
Fumichika Sueyasu
1962 ◽  
pp. 349-366
Author(s):  
Richard R. Palmer ◽  
Donald F. McAllister

2013 ◽  
Vol 838-841 ◽  
pp. 1673-1676
Author(s):  
Ting Zhou ◽  
Chang Ming Ji ◽  
Bi Kui Zhao

In order to promote the efficiency of actual hydropower system operation under limited inflow forecast, an Implicit Stochastic Optimization method using Support Vector Machine (SVM) theory is proposed in this paper to derive long-term optimal operating rules. By applying the model to the Jinsha-Yangtze river system which is the largest hydropower base in China, fitting performance of operating rules is explained and evaluated. System simulation results are given and compared to deterministic optimal operation. Power output processes comparison shows that the average annual system power generation in two scenarios are 395TWh and 392TWh, and the overall operation processes are in well accordance with explicable inconsistency, which proves the efficiency of SVM in operating rules derivation for hydropower stations.


2012 ◽  
Vol 717-720 ◽  
pp. 1017-1020 ◽  
Author(s):  
Kevin M. Speer ◽  
Kiran Chatty ◽  
Volodymyr Bondarenko ◽  
David C. Sheridan ◽  
Kevin Matocha ◽  
...  

This paper demonstrates the reliability of SiC vertical trench junction field-effect transistors (VJFET). Measurements are shown which prove that the device’s intrinsic gate-source pn junction is immune to degradation associated with recombination-enhanced dislocation glide. And after subjecting VJFETs to 1,000 hours of high-temperature bias stress, no measured parameter deviated from datasheet specifications. These results reflect the maturity and reliability of SemiSouth’s SiC VJFET technology, as well as tight process control over device parameters that are critical to circuit design and long-term system operation.


1989 ◽  
Vol 256 (6) ◽  
pp. H1707-H1710 ◽  
Author(s):  
W. M. Caldwell ◽  
D. P. McKown ◽  
J. A. Bleck ◽  
J. W. Hartley ◽  
T. Erdal ◽  
...  

A portable apparatus for performing repeated, brief coronary artery occlusions automatically in long-term chronic studies involving dogs and larger animals is described. The battery-operated, back-pack-carried device uses a motorized syringe driven by a digital-programmable timing circuit to inflate a coronary artery occluder for durations of 10 s to 3 min at intervals from 14 s to 16 h. A single battery charge produces 450 occlusions. The generated pressure is adjustable to 1,000 mmHg maximum. A separate fail-safe circuit monitors system operation to open a pressure-relief valve if occlusions exceed a preset duration.


2021 ◽  
Vol 10 (3) ◽  
Author(s):  
Hyunjun Ju ◽  
Eileen Lee

The purpose of this study is to identify the overall difficulties of the Taekwondo industry due to the COVID-19 situation and to find ways to improve the total rewards and working condition so that Taekwondo instructors can play their roles while maintaining their self-esteem. The method of this study was a comparative study of the U.S. and Korea, which is the home country of Taekwondo. For this study, 12 American and Korean instructors were interviewed and additional surveys were conducted. As a result, both American and Korean Taekwondo instructors were playing their roles with high self-esteem. However, there were differences in job classification, allowances pay, incentives, and self-development opportunities. In U.S., Taekwondo instructors are clearly defined their tasks based on the job classification system and are applied well-designed overtime pay, incentive system and vacation plans. On the other hand, Korean instructors were working overtime and overworking without additional compensation to maintain long-term vision and employment relations. Comparative studies show that both countries have improvements to learn from each other. Taekwondo instructors in the U.S. need to increase their self-esteem in taekwondo while providing instructors with a vision for long-term careers. Taekwondo instructors in Korea need to improve total rewards and develop new skills such as mental training, counseling, and online lessons. The study will contribute to the overall improvement of total rewards, working condition and career development of taekwondo instructors in the U.S. and Korea.


2020 ◽  
Author(s):  
Hyun Jung Kim ◽  
Eun-Hee Koh ◽  
Byeong-Hak Park ◽  
Kang-Kun Lee

<p>The riverside area is suitable for operating the Groundwater Heat Pump (GWHP) system because it has abundant groundwater. In riverside area, inflow of river water can occur due to the hydraulic gradient between the river water and the groundwater. The mixing of the two waters can cause changes of groundwater temperature. Because GWHP systems use a stable temperature of groundwater as the heat source, groundwater temperature changes can affect operational efficiency. Therefore, in order to operate the GWHP system in the riverside region, it is important to understand how the mixing of river water and groundwater affects the groundwater background temperature. In addition, the temperature of groundwater re-injected into the aquifer after heat exchange in the GWHP system can also affect the background groundwater temperature. In this study, 3D groundwater flow and heat transport modeling was conducted based on groundwater and river water level and temperature monitoring data in order to investigate the mixing of river water and groundwater. Solute transport model was used to calculate the mixing ratio of river water and groundwater to determine whether it affects GWHP system. The model was also used to predict the effects of long-term GWHP system operation in the study area for more than 30 years. The model results predicted the sustainability of the GWHP system by understanding changes in groundwater temperature distribution in the study area.</p>


2021 ◽  
Vol 2068 (1) ◽  
pp. 012032
Author(s):  
Yujun Ma ◽  
Yan Zhou

Abstract As the system tends to be complicated and refined, the probability and cost of failure also increase. In the actual operation and production, the system will be affected by various factors such as temperature, humidity and other factors to change their original working environment, which will have greater impact on the reliability of the system. Based on the reliability theory, this paper mainly studies the k-out-of-n: F system, constructs the reliability model of the system in dynamic environment, gives the simulation algorithm of the system reliability. Finally, this paper puts forward two maintenance strategies which are optimized to achieve the purpose of minimizing the long-term average cost during system operation.


Sign in / Sign up

Export Citation Format

Share Document