• Title/Summary/Keyword: TMS data

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Wastewater Treatment Plant Data Analysis Using Neural Network (신경망 분석을 활용한 하수처리장 데이터 분석 기법 연구)

  • Seo, Jeong-sig;Kim, Tae-wook;Lee, Hae-kag;Youn, Jong-ho
    • Journal of Environmental Science International
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    • v.31 no.7
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    • pp.555-567
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    • 2022
  • With the introduction of the tele-monitoring system (TMS) in South Korea, monitoring of the concentration of pollutants discharged from nationwide water quality TMS attachments is possible. In addition, the Ministry of Environment is implementing a smart sewage system program that combines ICT technology with wastewater treatment plants. Thus, many institutions are adopting the automatic operation technique which uses process operation factors and TMS data of sewage treatment plants. As a part of the preliminary study, a multilayer perceptron (MLP) analysis method was applied to TMS data to identify predictability degree. TMS data were designated as independent variables, and each pollutant was considered as an independent variables. To verify the validity of the prediction, root mean square error analysis was conducted. TMS data from two public sewage treatment plants in Chungnam were used. The values of RMSE in SS, T-N, and COD predictions (excluding T-P) in treatment plant A showed an error range of 10%, and in the case of treatment plant B, all items showed an error exceeding 20%. If the total amount of data used MLP analysis increases, the predictability of MLP analysis is expected to increase further.

The Allocation Analysis of TMS Using GIS (GIS를 이용한 TMS측정망 분포의 적정성 분석)

  • Na, Young-Woo;Kim, Joong-Sik;Choi, Byoung-Gil
    • Journal of Korean Society for Geospatial Information Science
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    • v.13 no.1 s.31
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    • pp.81-87
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    • 2005
  • This paper is aimed at allocation analysis of TMS networks using GIS. Allocation analysis by TMS air pollution data in Incheon Metropolitan City shows that the land usage patterns of the TMS surrounding area have been changed. And land usage patterns shows that the most TMS was established in residential area. Therefore, it needs to relocation and additional establishment of TMS. If the existing TMSs would move into appropriate positions and proportional distribution method by means of population would be used, additional establishment of TMS could be minimized.

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Implementation of a Speaker-independent Speech Recognizer Using the TMS320F28335 DSP (TMS320F28335 DSP를 이용한 화자독립 음성인식기 구현)

  • Chung, Ik-Joo
    • Journal of Industrial Technology
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    • v.29 no.A
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    • pp.95-100
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    • 2009
  • In this paper, we implemented a speaker-independent speech recognizer using the TMS320F28335 DSP which is optimized for control applications. For this implementation, we used a small-sized commercial DSP module and developed a peripheral board including a codec, signal conditioning circuits and I/O interfaces. The speech signal digitized by the TLV320AIC23 codec is analyzed based on MFCC feature extraction methed and recognized using the continuous-density HMM. Thanks to the internal SRAM and flash memory on the TMS320F28335 DSP, we did not need any external memory devices. The internal flash memory contains ADPCM data for voice response as well as HMM data. Since the TMS320F28335 DSP is optimized for control applications, the recognizer may play a good role in the voice-activated control areas in aspect that it can integrate speech recognition capability and inherent control functions into the single DSP.

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Effect of Extended Egg Preservation Schedule in Conservation of Mutant Silkworm (Bombyx mori L.) Genetic Stocks in Gene Bank

  • Muthulakshmi M.;Mohan B.;Balachandran N.;Sinha R. K.;Thangavelu K.
    • International Journal of Industrial Entomology and Biomaterials
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    • v.11 no.2
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    • pp.93-98
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    • 2005
  • Studies on extended egg preservation schedule from 120 days to 180 days was taken up with 20 germplasm accessions of mutant silkworm genetic stocks of Bombyx mori L. Statistical analyses of the data collected over three trials revealed no significant changes both in the qualitative and quantitative traits of the genetic stocks between treatment (6 months egg preservation) and control (4 months egg preservation), except for fifth instar larval duration in TMS-61, TMS-62, TMS64, TMS-31 and TMS-34 shell weight in TMS-62, TMS-64 and TMS-66. Thus, the results indicate that extended schedule of 6 months egg preservation can safely be adopted, which will reduce the cost of conservation and minimize the genetic erosion owing to reduced crop cycle.

Implementation of A 30-Channel PCM Telemetry Encoder with A TMS320F2812 DSP Chip (TMS320F2812 DSP 칩을 이용한 30채널 텔레메트리 엔코더 구현)

  • Kim Jung-Sup;Jang Myung-Jin;Shi Kwang-Gyu
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.9A
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    • pp.920-927
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    • 2006
  • There are three critical considerations in developing a PCM telemetry encoder to be installed in an artillery projectile. The first is the performance consideration, such as sampling rate and data transmission rate. The second is the size consideration due to the severely limited installation space in an artillery projectile and the last is the power consumption consideration due to limitations of the munition's power supply. To meet these three considerations, the best alternative is a one-chip solution. Using a commercially available TMS320F2812 DSP, we have implemented a 30-channel PCM telemetry encoder to process randomized data frames, composed of 16-channel analog data, 14-channel digital data and 2-frame synchronization channels per data frame at 10Mbps transmitting baud rate.

Design of Intelligent State Diagnosis System for TMS Using (뉴로-퍼지를 이용한 지능형 TMS 상태진단 모델 설계)

  • 김이곤;최홍준
    • Journal of the Korean Institute of Intelligent Systems
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    • v.11 no.8
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    • pp.695-700
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    • 2001
  • We design the intelligent diagnosis system for deciding on operation of TMS Analysis in this paper. We propose the method to model the neuro-fuzzy model for diagnosing the operation state of analyzer by using input and output signals of TMS and Expert's experiment data. Validity of the proposed system is asserted by numerical simulation.

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IDEA Implementation On TMS320C54X DSP Board (TMS320C54X DSP보드를 이용한 IDEA 구현)

  • 송종관;윤병우
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.3 no.1
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    • pp.69-74
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    • 1999
  • This paper describes the principles of IDEA(international data encryption algorithm) which has been widely accepted as a data encryption algorithm and the implementation of the algorithm on the TMS320C54X DSP board is addressed. It is also shown that the processing time is significantly reduced by adapting high speed multiplication modulo (2^16+1) algorithm. The result shows data rates of about 250∼300Mbyte/sec.

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IDEA Implementation On TMS320C54X DSP Board (TMS320C54X DSP 보드를 이용 IDEA의 구현)

  • 송종관;윤병우;류대현
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 1998.05a
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    • pp.377-382
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    • 1998
  • 본 논문에서는 암호화 알고리즘인 IDEA(International Data Encryption Algorithm)를 분석하고 TMS320C542 EVM 보드에서 어셈블리 언어로 구현하였다. 또한 수행 속도에 매우 큰 영향을 미치는 핵심 연산인 모듈러 곱셈 연산에 대한 고속 알고리즘을 채택하여 속도 개선을 이루었다.

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Design of Intelligent State Diagnosis System for TMS Using Nuero-Fuzzy (뉴로-퍼지를 이용한 지능형 TMS 상태진단 모델 설계)

  • 김이곤;김서영;최홍준;유권종
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2001.12a
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    • pp.31-36
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    • 2001
  • We design the intelligent diagnosis system for deciding on operation state of TMS Analyzer in this paper. We propose the method to model the neno-fuzzy model for diagnosing the operation state of analyzer by using input and output signals of TMS to measure NOx and SOx. By using experiment data, neuro-fuzzy model is investigated. Validity of the proposed system is asserted by numerical simulation.

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Design of Intelligence State Diagnosis System for TMS (지능형 TMS 상태진단 시스템개발)

  • 김이곤;김서영;최홍준;유권종
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2001.10a
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    • pp.386-392
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    • 2001
  • We design the intelligent diagnosis system for deciding on operation state of TMS Analyzer in this paper. We propose the method to model the neuro-fuzzy model for diagnosing theoperation state of analyzer by using input and output signals of TMS to measure Nox and SOx. By using experiment data, neuro-fuzzy model is investigated. Validity of the proposed system is asserted by numerical simulation.

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