• Title/Summary/Keyword: machine losses

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A Study on Diagnosis and Prognosis for Machining Center Main Spindle Unit (머시닝센터 주축 고장예측에 관한 연구)

  • Lee, Tae-Hong
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.15 no.4
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    • pp.134-140
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    • 2016
  • Main Spindle System has effect on performance of machine tools and working quality as well as is required of high reliability. Especially, it takes great importance in producing automobiles which includes a large number of working processes. However, main spindle unit in Machine tools are often cases where damage occurs do not meet the design life due to driving in harsh environments. This is when excessive maintenance and repair of machine tools or for damage stability has resulted in huge economic losses. Therefore, this studying propose a method of accelerated life test for diagnosing and prognosis the state of life assessment main spindle system. Time status monitoring of diagnostic data - through the analysis of the frequency band signals were carried out inside the main spindle bearing condition monitoring and fault diagnosis.

Development of Sweeping Machine with Cyclone Dust Collector (연마장비용 사이클론 집진장치 설계)

  • Jin, Taeseok
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.10a
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    • pp.911-913
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    • 2013
  • In this paper, we present the sweeping machine with cyclone type dust collector for cleaning shipment exterior wall. Important cyclone characteristics such as the collection efficiency, pressure and velocity fields have been discussed and compared with the experimental data. The purpose of this study is to introduce the mechanism design of the high efficiency sweeping machine using the cyclone dust collector. Generally, the increase of inlet velocity of air in a cyclone dust collector improves the separation efficiency, while it results in increasing in the pressure losses nonlinearly.

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Conceptual design of current lead for large scale high temperature superconducting rotating machine

  • Le, T.D.;Kim, J.H.;Park, S.I.;Kim, H.M.
    • Progress in Superconductivity and Cryogenics
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    • v.16 no.2
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    • pp.54-58
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    • 2014
  • High-temperature superconducting (HTS) rotating machines always require an electric current of from several hundreds to several thousand amperes to be led from outside into cold region of the field coil. Heat losses through the current leads then assume tremendous importance. Consequently, it is necessary to acquire optimal design for the leads which would achieve minimum heat loss during operation of machines for a given electrical current. In this paper, conduction cooled current lead type of 10 MW-Class HTS rotating machine will be chosen, a conceptual design will be discussed and performed relied on the least heat lost estimation between conventional metal lead and partially HTS lead. In addition, steady-state thermal characteristic of each one also is considered and illustrated.

Automatic and objective gradation of 114 183 terrorist attacks using a machine learning approach

  • Chi, Wanle;Du, Yihong
    • ETRI Journal
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    • v.43 no.4
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    • pp.694-701
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    • 2021
  • Catastrophic events cause casualties, damage property, and lead to huge social impacts. To build common standards and facilitate international communications regarding disasters, the relevant authorities in social management rank them in subjectively imposed terms such as direct economic losses and loss of life. Terrorist attacks involving uncertain human factors, which are roughly graded based on the rule of property damage, are even more difficult to interpret and assess. In this paper, we collected 114 183 open-source records of terrorist attacks and used a machine learning method to grade them synthetically in an automatic and objective way. No subjective claims or personal preferences were involved in the grading, and each derived common factor contains the comprehensive and rich information of many variables. Our work presents a new automatic ranking approach and is suitable for a broad range of gradation problems. Furthermore, we can use this model to grade all such attacks globally and visualize them to provide new insights.

MODELING OF IRON LOSSES IN PERMANENT MAGNET SYNCHRONOUS MOTORS WITH FIELD-WEAKENING CAPABILITY FOR ELECTRIC VEHICLES

  • Chin, Y.K.;Soulard, J.
    • International Journal of Automotive Technology
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    • v.4 no.2
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    • pp.87-94
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    • 2003
  • Recent advancements of permanent magnet (PM) materials and solid-state devices have contributed to a substantial performance improvement of permanent magnet machines. Owing to the rare-earth PMs, these motors have higher efficiency, power factor, output power per mass and volume, and better dynamic performance than induction motors without sacrificing reliability. Not surprisingly, they are continuously receiving serious considerations for a variety of automotive and propulsion applications. An electric vehicle (EV) requires a high-effficient propulsion system having a wide operating range and a capability of generating a high peak torque for short durations. The improvement of torque-speed performance for these systems is consequently very important, and researches in various aspects are therefore being actively pursued. A great emphasis has been placed on the efficiency and optimal utilization of PM machines. This requires attention to many aspects related to the machine design and overall performance. In this respect, the prediction of iron losses is particularly indispensable and challenging, especially for drives with a deep field-weakening range. The objective of this paper is to present iron loss estimations of a PM motor over a wide speed range. As aforementioned, in EV applications core losses can be significant during high-speed operation and it is imperative to evaluate these losses accurately and take them into consideration during the motor design stage. In this investigation, the losses are predicted by using an analytical model and a 2D time-stepped finite element method (FEM). The results from different analytical approaches are compared with the FEM computations. The validity of each model is then evaluated by these comparisons.

Induction Motor Vector Control for Drum Washing Machine (드럼 세탁기용 유도전동기의 효율운전에 관한 연구)

  • Jeong, Jeong-Gil;Lee, Won-Chul;Bae, Woo-Ri;Won, Chung-Yuen;Jang, Bong-An;Yang, Ha-Yeong
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2005.05a
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    • pp.473-478
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    • 2005
  • In home appliances, electric energy is optimally controlled by using power electronics technology, creating a comfortable environment in terms of energy saving, low sound generation, and reduced time consumption. Usually simplicity and robustness make the three phase induction motor attractive for use in domestic appliance, including washing machines. Two main fpes of domestic washing machine have evolved. We focus on the front loading machine favored in Europe, which has a horizontal drum axis. With the advent of electronic control, universal motor, with a phase controller operating directly from the ac source, has become popular in washing machine. The efficiency improvement in home appliances is very important for customers. Induction motor efficiency can be improved by means of loss reduction, which can be realized by motor selection and design, improvement of the waveforms supplied by power inverter, utilizing a suitable control method. So this paper describes the architecture and feature of washing machine fed induction motor drive under minimizing losses vector control.

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Conceptual design and analysis of rotor for a 1-kW-Class HTS rotating machine

  • Kim, J.H.;Hyeon, C.J.;Quach, H.L.;Chae, Y.S.;Moon, J.H.;Boo, C.J.;Kim, H.M.
    • Progress in Superconductivity and Cryogenics
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    • v.19 no.4
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    • pp.45-50
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    • 2017
  • This paper presents a conceptual design and analysis for a 1-kW-class high-temperature superconducting rotating machine (HTSRM) rotor. The designed prototype is a small-scale integration system of a HTSRM and a HTS contactless rotary excitation device (CRED). Technically, CRED and HTSRM are connected in the same shaft, and it effectively charges the HTS coils of the rotor field winding by pumping fluxes via a non-contact method. HTS coils in rotor pole body and toroidal HTS wire in CRED rotor are cooled and operated by liquid nitrogen in cryogen tank located in inner-most of rotor. Therefore, it is crucial to securely maintain the thermal stability of cryogenic environment inside rotor. Especially, we critically consider not only on mechanical characteristics of the rotor but also on cryogenic thermal characteristics. In this paper, we conduct two main tasks covering optimizing a conceptual design and performing operational characteristics. First, rotor parameters are conceptually designed by analytical design codes. These parameters consider to mechanical and thermal performances such as mechanical strength, mechanical rigidity, and thermal heat losses of the rotor. Second, mechanical and thermal characteristics of rotor for 1-kW-class HTSRM are analyzed to verify the feasible operation conditions. Hence, three-dimensional finite element analysis (3D-FEA) method is used to perform these analyses in ANSYS-Workbench platform.

A Research on Iron Loss of IPMSM with a Fractional Number of Slots Per Pole (분수슬롯 권선 타입의 매입형 영구자석 동기 전동기의 철손 분석)

  • Seo, Jang-Ho;Yi, Kyung-Pyo;Jung, Hyun-Kyo
    • Proceedings of the KIEE Conference
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    • 2008.04c
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    • pp.50-52
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    • 2008
  • In this paper, we investigated the iron losses in the rotor core of interior permanent magnet synchronous machine (IPMSM), which have distributed armature windings. From the analysis results, we can conclude that iron losses of rotor are definitely large at load condition if the number of slots per pole is fractional. Since the slot-pole combination may induce excessive heating, particular care should be necessary in design of PMSM for a high power rating application such as electric vehicles.

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Characteristic of Transport Current Losses of Multi-Stacked YBCO Coated Conductors (적층 수에 따른 YBCO 선재의 전송전류 손실 특성)

  • Han, Byung-Wook;Lim, Hee-Hyun;Kang, Myung-Hun;Lim, Hyoung-Woo;Cha, Guee-Soo;Lee, Hee-Joon
    • Proceedings of the KIEE Conference
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    • 2006.07a
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    • pp.599-600
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    • 2006
  • Multi-slacked HTS tapes are needed to conduct large current in the power application of superconducting machine. This paper deals with the transport current loss of multi-stacked YBCO coated conductor. YBCO coated conductor that was used in this experiment has two Cu layers above and below of YBCO layer for stabilization. Transport losses of four different stacks, single, 2 stack, 3 stack and 4 stack, were measured. Measured results were compared analytic equation suggested by Norris.

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Characteristic of Transport Current Losses of Multi-Stacked YBCO Coated Conductors (적층 수에 따른 YBCO 선재의 전송전류 손실 특성)

  • Han, Byung-Wook;Lim, Hee-Hyun;Kang, Myung-Hun;Lim, Hyoung-Woo;Cha, Guee-Soo;Lee, Hee-Joon
    • Proceedings of the KIEE Conference
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    • 2006.07d
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    • pp.2231-2232
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    • 2006
  • Multi-stacked HTS tapes are needed to conduct large current in the power application of superconducting machine. This paper deals with the transport current loss of multi-stacked YBCO coated conductor. YBCO coated conductor that was used in this experiment has two Cu layers above and below of YBCO layer for stabilization. Transport losses of four different stacks, single, 2 stack, 3 stack and 4 stack, were measured. Measured results were compared analytic equation suggested by Norris.

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