• Title/Summary/Keyword: average error

Search Result 2,639, Processing Time 0.031 seconds

Comparative Study on Active Yaw Control Algorithms (능동 요 제어 알고리즘의 비교 연구)

  • Choi, Hansoon;Lee, Hochul;Bang, Johyug
    • Journal of Wind Energy
    • /
    • v.10 no.3
    • /
    • pp.5-11
    • /
    • 2019
  • This paper suggests and compares two algorithms, a moving average filter method and a method developed by the National Renewable Energy Laboratory (NREL), to verify the yaw control algorithm characteristic to reduce yaw error for a wind turbine. A characteristic change for yaw movement in accordance with control parameter change that consists of each control method has been verified. Also, yaw simulations were performed using nacelle wind data measured from two areas with different turbulence intensities and the yaw movement data in each area was compared. These two algorithms and real data were compared by calculating mean absolute error (MSE) and the number of yawing (NY). As a result of the analysis, the MSE values were not significantly different between the two algorithms, but the algorithm proposed by the NREL was found to reduce yaw movement by up to 50 percent more than the moving average filter method.

A GAUSSIAN WHITE NOISE GENERATOR AND ITS APPLICATION TO THE FLUCTUATION-DISSIPATION FORMULA

  • Moon, Byung-Soo
    • Journal of applied mathematics & informatics
    • /
    • v.15 no.1_2
    • /
    • pp.363-375
    • /
    • 2004
  • In this paper, We show that the bandpass random signals of the form ∑$_{\alpha}$$\alpha$$_{\alpha}$ a Sin(2$\pi$f$_{\alpha}$t + b$_{\alpha}$) where a$_{\alpha}$ being a random number in [0,1], f$_{\alpha}$ a random integer in a given frequency band, and b$_{\alpha}$ a random number in [0, 2$\pi$], generate Gaussian white noise signals and hence they are adequate for simulating Continuous Markov processes. We apply the result to the fluctuation-dissipation formula for the Johnson noise and show that the probability distribution for the long term average of the power of the Johnson noise is a X$^2$ distribution and that the relative error of the long term average is (equation omitted) where N is the number of blocks used in the average.error of the long term average is (equation omitted) where N is the number of blocks used in the average.

Usefulness of 3D Rotational Angiography for Cerebral Vascular Diameter Measurement (뇌혈관 직경측정을 위한 3차원 회전 혈관조영술의 유용성)

  • Seung-Gi, Kim;Sang-Hyun, Kim
    • Journal of radiological science and technology
    • /
    • v.46 no.1
    • /
    • pp.9-14
    • /
    • 2023
  • When measuring cerebrovascular with 3D rotational angiography, the accuracy was verified by comparing the actual size and measurement size, respectively. It is intended to help select therapeutic materials and instruments during cerebrovascular intervention by comparing the average error rates for measured values in the 3DRA and CTA methods by examining with protocols such as brain CTA, which are always performed in emergency situations. The mean error rate between the groups of measurers was ±3.655% for radiation technologist and ±3.331% for university students, and the mean error rate of the student group was within tolerance (±10%), and the independent sample T-test result t =0.879, p=0.394 (p>0.05) showed no statistically difference between the two. In addition, the average error rate measured by both groups by 3DRA was measured below ±5% within the tolerance error rate (±10%), and most of CTA was measured within the tolerance range (±10%), but showed an average error rate of up to 5.65%, and the independent sample T-test result was statistically more accurate than 3DRA. Both the 3DRA method and the brain CTA method for measuring cerebrovascular size could be accurately measured within tolerance, but it would be better to measure cerebrovascular blood vessels using a more accurate 3DRA method during cerebrovascular intervention.

Forecasting of Passenger Numbers, Freight Volumes and Optimal Tonnage of Passenger Ship in Mokpo Port (목포항 여객수 및 적정 선복량 추정에 관한 연구)

  • Jang, Woon-Jae;Keum, Jong-Soo
    • Journal of Navigation and Port Research
    • /
    • v.28 no.6
    • /
    • pp.509-515
    • /
    • 2004
  • The aim of this paper is to forecast passenger numbers and freight volumes in 2005 and it is proposed optimal tonnage of passenger ship. The forecasting of passenger numbers and freight volumes is important problem in order to determine optimal tonnage of passenger ship, port plan and development. In this paper, the forecasting of passenger numbers and freight volumes are performed by the method of neural network using back-propagation learning algorithm. And this paper compares the forecasting performance of neural networks with moving average method and exponential smooth method As the result of analysis. The forecasting of passenger numbers and freight volumes is that the neural networks performed better than moving average method and exponential smoothing method on the basis of MSE(mean square error) and MAE(mean absolute error).

An Error Bound of Trapezoidal Rule on Subintervals using Zero-mean Gaussian (Zero-mean Gaussian을 이용한 소구간 사다리꼴공식의 오차)

  • Hong, Bum-Il;Hahm, Nahm-Woo;Yang, Mee-Hyea
    • The KIPS Transactions:PartA
    • /
    • v.12A no.5 s.95
    • /
    • pp.391-394
    • /
    • 2005
  • In this paper, we study the average case error of the Trapezoidal rule using zero mean-Gaussian. Assume that we have n subintervals (for simplicity equal length) partitioning [0,1] and that each subinterval has the length h. Then, for $r{\leq}2$, we show that the average error between simple Trapezoidal rule and the composite Trapezoidal rule on two consecutive subintervals is bounded by $h^{2r+3}$ through direct computation of constants $c_r$.

Error Analysis of Writing in Elementary School Students (초등학생 작문 실태 분석 -낱말 형태 오류를 중심으로)

  • Lee, Chang-Keun
    • Journal of Digital Convergence
    • /
    • v.11 no.3
    • /
    • pp.381-387
    • /
    • 2013
  • This study is the analysis of the form of the word appeared in the sixth grade of elementary school students' writing errors. The major findings of this study are as follows. 14532 words appeared, the average is 145.3. And 1903 sentences, and average 19.0 papers. On average, one sentence have consisted of 7.6 word. Second, the 69 people out of 100 had an error. This is serious. Because this study contains very basic contents. Third, the order of errors are abbreviations(33.09%), endings(27.70%), etc(19.78%), stems(19.42%). The results of this study can contribute to revise a elementary school textbooks. And the results of this study can contribute to select the contents of elementary spelling teaching.

A Study on Real-Time Slope Monitoring System using 3-axis Acceleration

  • Yoo, So-Wol;Bae, Sang-Hyun
    • Journal of Integrative Natural Science
    • /
    • v.10 no.4
    • /
    • pp.232-239
    • /
    • 2017
  • The researcher set up multiple sensor units on the road slope such as national highway and highway where there is a possibility of loss, and using the acceleration sensor built into the sensor unit the researcher will sense whether the inclination of the road slope occur in real time, and Based on the sensed data, the researcher tries to implement a system that detects collapse of road slope and dangerous situation. In the experiment of measuring the error between the actual measurement time and the judgment time of the monitoring system when judging the warning of the sensor and falling rock detection by using the acceleration sensor, the error between measurement time and the judgment time at the sensor warning was 0.34 seconds on average, and an error between measurement time and judgment time at falling rock detection was 0.21 seconds on average. The error is relatively small, the accuracy is high, and thus the change of the slope can be clearly judged.

ERROR BOUNDS OF TRAPEZOIDAL RULE ON SUBINTERVALS USING DISTRIBUTION

  • Hong, Bum-Il;Hahm, Nahm-Woo
    • Honam Mathematical Journal
    • /
    • v.29 no.2
    • /
    • pp.245-257
    • /
    • 2007
  • We showed in [2] that if $r\leq2$, then the average error between simple Trapezoidal rule and the composite Trapezoidal rule on two consecutive subintervals is proportional to $h^{2r+3}$ using zero mean Gaussian distribution under the assumption that we have subintervals (for simplicity equal length) partitioning and that each subinterval has the length. In this paper, if $r\geq3$, we show that zero mean Gaussian distribution of average error between simple Trapezoidal rule and the composite Trapezoidal rule on two consecutive subintervals is bounded by $Ch^8$.

ERROR HOUNDS OF TRAPEZOIDAL RULE

  • Meehyea Yang;Hong, Bum-Il;Yang, Hyun-Suk
    • Journal of applied mathematics & informatics
    • /
    • v.13 no.1_2
    • /
    • pp.353-363
    • /
    • 2003
  • In [2], if ${\gamma}$ $\leq$ 2, the average error of the composite Trapezoidal rule on two consecutive intervals turned out to be proportional to h$\^$2r+3/ where ${\gamma}$ is the number of differentiablity and h is the length of each uniform subinterval of the interval [0, 1] In this paper, we show that if ${\gamma}$ $\geq$ 3, the average error of the composite Trapezoidal rule on two consecutive intervals is bounded by Ch$\^$8/.

Bit Error Probability of $\pi$/4-DQPSK with Stepped Phase over a Frequency Selective Fading Channel (주파수선택성 페이딩전송로에서 스텝형 위상을 갖는 $\pi$/4-DQPSK의 비트오율)

  • 이철성;이재홍
    • Journal of the Korean Institute of Telematics and Electronics A
    • /
    • v.32A no.9
    • /
    • pp.1177-1183
    • /
    • 1995
  • This paper proposes a new modulation scheme of $\pi$/4-DQPSK with stepped phase for a frequency selective fading channel. In the proposed modulation scheme, the phase of transmitted signal is shifted in the mid of a symbol duration in order to reduce the effect of multipath delay spread. It reduces the irreducible error of $\pi$/4-DQPSK over a frequency selective fading channel. It is shown that $\pi$/4-DQPSK with stepped phase achieves smaller average bit error probability than regular $\pi$/4- DQPSK by simulation. The former achieves much smaller average bit error probability than the latter for small TEX>${\tau}/T_{s}$.

  • PDF