• Title/Summary/Keyword: boost

Search Result 2,896, Processing Time 0.027 seconds

TrAdaBoost-based Flow Rule Classification Technique in SDN Environment (SDN 환경에서의 TrAdaBoost 기반 Flow 규칙 구분 기법)

  • Kim, Min-Woo;Lim, Hwan-Hee;Lee, Byung-Jun;Kim, Kyung-Tae;Youn, Hee-Yong
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 2019.01a
    • /
    • pp.149-150
    • /
    • 2019
  • 기존의 Flow 규칙 구분을 위해 연구되었던 기법들은 적응적 또는 사전 처리의 접근법이 제안되었으나 각각의 장단점을 기반으로 효율적인 접근법이 연구되어야한다. 본 연구에서는 Flow 규칙을 삽입하기 전에, 스위치의 계산 작업을 완화하기 위하여 전이 학습 기법인 TrAdaBoost를 이용함으로써 Flow 규칙들을 구분하는 접근법을 제안한다.

  • PDF

DAB Converter Based on Unified High-Frequency Bipolar Buck-Boost Theory for Low Current Stress

  • Kan, Jia-rong;Yang, Yao-dong;Tang, Yu;Wu, Dong-chun;Wu, Yun-ya;Wu, Jiang
    • Journal of Power Electronics
    • /
    • v.19 no.2
    • /
    • pp.431-442
    • /
    • 2019
  • This paper proposes a unified high-frequency bipolar buck-boost (UHFBB) control strategy for a dual-active-bridge (DAB), which is derived from the classical buck and boost DC/DC converter. It can achieve optimized current stress of the switches and soft switching in wider range. The UHFBB control strategy includes multi-control-variables, which can be achieved according to an algorithm derived from an accurate mathematical model. The design method for the parameters, such as the transformer turns ratio and the inductance, are shown. The current stress of the switches is analyzed for selecting an optimal inductor. The analysis is verified by the experimental results within a 500W prototype.

Fault Diagnosis of Wind Power Converters Based on Compressed Sensing Theory and Weight Constrained AdaBoost-SVM

  • Zheng, Xiao-Xia;Peng, Peng
    • Journal of Power Electronics
    • /
    • v.19 no.2
    • /
    • pp.443-453
    • /
    • 2019
  • As the core component of transmission systems, converters are very prone to failure. To improve the accuracy of fault diagnosis for wind power converters, a fault feature extraction method combined with a wavelet transform and compressed sensing theory is proposed. In addition, an improved AdaBoost-SVM is used to diagnose wind power converters. The three-phase output current signal is selected as the research object and is processed by the wavelet transform to reduce the signal noise. The wavelet approximation coefficients are dimensionality reduced to obtain measurement signals based on the theory of compressive sensing. A sparse vector is obtained by the orthogonal matching pursuit algorithm, and then the fault feature vector is extracted. The fault feature vectors are input to the improved AdaBoost-SVM classifier to realize fault diagnosis. Simulation results show that this method can effectively realize the fault diagnosis of the power transistors in converters and improve the precision of fault diagnosis.

Impedance-Based Stability Analysis of DC-DC Boost Converters Using Harmonic State Space Model

  • Park, Bumsu;Heryanto, Nur A.;Lee, Dong-Choon
    • KEPCO Journal on Electric Power and Energy
    • /
    • v.7 no.2
    • /
    • pp.255-261
    • /
    • 2021
  • This paper proposes impedance-based stability analysis of DC-DC boost converters, where a harmonic state space (HSS) modeling technique is used. At first, the HSS model of the boost converter is developed. Then, the closed-loop output impedance of the converter is derived in frequency domain using small signal modeling including frequency couplings, where harmonic transfer function (HTF) matrices of the open-loop output impedance, the duty-to-output, and the voltage controller are involved. The frequency response of the output impedance reveals a resonance frequency at low frequency region and frequency couplings at sidebands of switching frequency which agree with the simulation and experimental result.

Fast Facial Expression Recognition Using Gabor Feature and FloatBoost Learning Algorithm (Gabor 특징과 FloatBoost 학습을 이용한 고속 표정인식)

  • Jung, Kwang-Hee;Min, Bu-Cheon;Kim, Joong-Kyu
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2007.05a
    • /
    • pp.727-730
    • /
    • 2007
  • 본 논문은 Gabor 특징과 FloatBoost 학습을 이용한 효과적인 표정 인식 방법을 제안한다. 제안된 방법은 FloatBoost 알고리즘에 의해 각 표정 단위로 최적의 Gabor 특징을 학습하고 입력 영상으로부터 학습된 각 표정에 대한 Gabor 특징들의 조합을 비교하여 표정을 효과적으로 인식한다. 실험을 통해 제안된 방법의 성능 및 효율성의 우수함을 확인 할 수 있다.

Start-up Voltage Generator for 250mV Input Boost Converters (250mV 입력 부스트 컨버터를 위한 스타트업 전압 발생기)

  • Yang, Byung-Do
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.18 no.5
    • /
    • pp.1155-1161
    • /
    • 2014
  • This paper proposes a start-up voltage generator for reducing the minimum input supply voltage of DC-DC boost converters to 250mV. The proposed start-up voltage generator boosts 250mV input voltage to over 500mV to charge the capacitor for starting the boost converter. After the boost converter operates initially with the supply voltage charged in the capacitor, it uses its boosted output voltage for the supply voltage. Therefore, after the start-up operation, the proposed DC-DC boost converter works as the same as the conventional one. The proposed start-up voltage generator reduces the threshold voltage of the transistors by adjusting the body voltage at a low input voltage. This causes the higher clock frequency and the larger current to a Dickson charge-pump for boosting the input voltage. The proposed start-up voltage generator was implemented with a $0.18{\mu}m$ CMOS process. Its clock frequency and output voltage were 34.5kHz and 522mV at 250mV input voltage, respectively.

New Isolated Zero Voltage Switching PWM Boost Converter (새로운 절연된 영전압 스위칭 PWM 부스트 컨버터)

  • Cho, Eun-Jin;Moon, Gun-Woo;Jung, Young-Suk;Youn, Myung-Joong
    • Proceedings of the KIEE Conference
    • /
    • 1994.07a
    • /
    • pp.535-538
    • /
    • 1994
  • In this paper, an isolated ZVS-PWM boost converter is proposed for single stage line conversion. For power factor correction, we used the half bridge topology at the primary side of isolation transformer permitting switching devices to operate under ZVS by using circuit parastics and operating at a fixed duty ratio near 50%. Thus the relatively continuous input current distortion and small size input filter are also achievable. The ZVS-PWM boost operation of the proposed converter can be achieved by using the boost inductor $L_f$, main switch $Q_3$, and simple auxiliary circuit at the secondary side of isolation transformer. The secondary side circuit differ from a conventional PWM boost converter by introduction a simple auxiliary circuit. The auxiliary circuit is actived only during a short switching transition time to create the ZVS condition for the main switch as that of the ZVT-PWM boost converter. With a single stage, it is possible to achieve a sinusoidal line current at unity power factor as well as the isolated 48V DC output. Comparing to the two stage schemes, overall effiency of the proposed converter is highly improved due to the effective ZVS of all devices as well as single stage power conversion. Thus, it can be operated at high switching frequency allowing use of small size input filter. Minimum voltage and current stress make it high power application possible.

  • PDF

A Study on Design of Control Device on Small Wind Generator Using 2-Level Boost Converter (2레벨용 부스트 컨버터를 이용한 소형풍력발전기 제동장치 설계에 관한 연구)

  • Moon, Chae-Joo;Chang, Young-Hak;So, Soon-Youl;Park, Tae-Sik;Jeong, Moon-Seon;Youn, Young-Chan
    • The Transactions of The Korean Institute of Electrical Engineers
    • /
    • v.62 no.10
    • /
    • pp.1481-1486
    • /
    • 2013
  • The small wind generator with existing mechanical control system has a frequent failure and malfunction, and its maintenance is difficult. In this paper, an electric control method using a boost converter for small wind generator was suggested. The suggested 2-level boost converter control device was manufactured and its experimental operation were conducted on a wind generator with 200 [W] capacity. As a result of experimental device, the control by a boost converter was executed at the point that the output voltage of a wind generator became 36 [V] so it could be identified that the output voltage of a wind generator diminished and then it became 0 [V] after 5 [sec]. Besides, in case of applying the method suggested in this paper to a small wind power generation facility for street lights, it is expected to reduce its maintenance by preventing a frequent failure of a generator and to improve its utilization rate.

Analysis of the Isolated Boost Converter Using Self-Driven Switch (자기구동 스위치를 이용한 절연된 부스트 변환기의 해석)

  • Hong, Soon-Chan;Chae, Soo-Yong;Chung, Dae-Taek;Kim, Hee-Sun
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
    • /
    • v.24 no.6
    • /
    • pp.89-98
    • /
    • 2010
  • Isolated boost converter is desirable in the dc/dc converter applications where isolation is required and extremely high step up is needed. Transformer used to step up low input voltage into high output voltage must satisfy the volt-sec balance condition. Conventional isolated boost converter is controlled with conducting intervals overlapping. In this case, there is a problem that control circuit is complicated. In this paper, it is proposed and analyzed the isolated boost converter which set up a reset winding for the volt-sec balance of transformer and can construct the control circuit simple by using a self-driven switch. Finally, the validity of the theoretical analyses for the proposed converter is verified by both simulations and experiments on the 10[W] class isolated boost converter.

Optimal dose and volume for postoperative radiotherapy in brain oligometastases from lung cancer: a retrospective study

  • Chung, Seung Yeun;Chang, Jong Hee;Kim, Hye Ryun;Cho, Byoung Chul;Lee, Chang Geol;Suh, Chang-Ok
    • Radiation Oncology Journal
    • /
    • v.35 no.2
    • /
    • pp.153-162
    • /
    • 2017
  • Purpose: To evaluate intracranial control after surgical resection according to the adjuvant treatment received in order to assess the optimal radiotherapy (RT) dose and volume. Materials and Methods: Between 2003 and 2015, a total of 53 patients with brain oligometastases from non-small cell lung cancer (NSCLC) underwent metastasectomy. The patients were divided into three groups according to the adjuvant treatment received: whole brain radiotherapy (WBRT) ${\pm}$ boost (WBRT ${\pm}$ boost group, n = 26), local RT/Gamma Knife surgery (local RT group, n = 14), and the observation group (n = 13). The most commonly used dose schedule was WBRT (25 Gy in 10 fractions, equivalent dose in 2 Gy fractions [EQD2] 26.04 Gy) with tumor bed boost (15 Gy in 5 fractions, EQD2 16.25 Gy). Results: The WBRT ${\pm}$ boost group showed the lowest 1-year intracranial recurrence rate of 30.4%, followed by the local RT and observation groups, at 66.7%, and 76.9%, respectively (p = 0.006). In the WBRT ${\pm}$ boost group, there was no significant increase in the 1-year new site recurrence rate of patients receiving a lower dose of WBRT (EQD2) <27 Gy compared to that in patients receiving a higher WBRT dose (p = 0.553). The 1-year initial tumor site recurrence rate was lower in patients receiving tumor bed dose (EQD2) of ${\geq}42.3Gy$ compared to those receiving <42.3 Gy, although the difference was not significant (p = 0.347). Conclusions: Adding WBRT after resection of brain oligometastases from NSCLC seems to enhance intracranial control. Furthermore, combining lower-dose WBRT with a tumor bed boost may be an attractive option.