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請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/70623
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dc.contributor.advisor宋家驥(Chia-Chi Sung)
dc.contributor.authorPei-You Xiaoen
dc.contributor.author蕭培佑zh_TW
dc.date.accessioned2021-06-17T04:32:55Z-
dc.date.available2021-08-18
dc.date.copyright2018-08-18
dc.date.issued2018
dc.date.submitted2018-08-10
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[13] 歐冰潔 and 段發階, '超聲波隧道風速測量技術研究,' 傳感技術學報, vol. 21, no. 10, pp. 1804-1807, 2008.
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[16] Gill Instruments, '3-Axis Ultrasonic Anemometer,' Product datasheet, 2013.
[17] N. Radeljic-Jakic, 'Integrated Readout Circuit for Cross-Correlation Based Ultrasonic Ranging,' master, Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, 2015.
[18] Q. Qin, Advanced mechanics of piezoelectricity. Springer Science & Business Media, 2012, pp. 1-2.
[19] A. Meitzler, H. Tiersten, A. Warner, D. Berlincourt, G. Couqin, and F. Welsh III, 'IEEE standard on piezoelectricity,' ed: Society, 1988.
[20] 林冠宇, '超音波換能器匹配層之研析,' 工程科學及海洋工程學系, 臺灣大學, 2014.
[21] 李維峯, '水下一發一收換能器系統之匹配研究,' 工程科學及海洋工程學系, 臺灣大學, 2017.
[22] 朱徐立, '超音波渦街風速計的研究及理論分析,' 機械製造及其自動化, 廈門大學, 2008.
[23] 姜仲霞, 姜川濤, and 劉桂芳, '渦街流量計,' ed: 北京: 中國石化出版社, 2006.
[24] Gill Instruments, 'Key Technical Note,' Dec. 2015.
[25] J. M. M. Villanueva, S. Y. C. Catunda, R. Tanscheit, and M. M. S. Pinto, 'Wind Speed Measurement Data Fusion of Phase Difference and Time-of-Flight Techniques Using Ultrasonic Transducers,' in 2007 IEEE Instrumentation & Measurement Technology Conference IMTC 2007, 2007, pp. 1-6.
[26] H. Dong and Y. Jun, 'High Accuracy Time of Flight Measurement for Ultrasonic Anemometer Applications,' in 2013 Third International Conference on Instrumentation, Measurement, Computer, Communication and Control, 2013, pp. 61-64.
[27] G. Bucci, F. Ciancetta, E. Fiorucci, D. Gallo, C. Landi, and M. Luiso, 'A low-cost ultrasonic wind speed and direction measurement system,' in 2013 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2013, pp. 505-510.
[28] M. P. d. Valle, J. A. U. Castelan, Y. Matsumoto, and R. C. Mateos, 'Low Cost Ultrasonic Anemometer,' in 2007 4th International Conference on Electrical and Electronics Engineering, 2007, pp. 213-216.
[29] Y. Li, W. Baoqiang, and W. Yanjie, 'Time-difference Ultrasonic Wind Detection Methods Based on Cross-correlation Theory,' in 2007 8th International Conference on Electronic Measurement and Instruments, 2007, pp. 1-165-1-168.
[30] Gill Instruments, 'WindSonic M Ultrasonic Wind Sensor Aluminium Construction, Optional Heating System,' Product datasheet, 2013.
[31] D. Han and S. Park, 'A study on characteristics of continuous wave ultrasonic anemometer,' in 2011 IEEE Sensors Applications Symposium, 2011, pp. 119-122.
[32] 曹長宏 and 蔣立輝, '高精度超聲波測風儀的設計,' 傳感器與微系統, no. 2, pp. 87-89, 2010.
[33] 郭星辰, '三維超聲波測風系統的設計,' 南京: 南京信息工程大學, 2013.
[34] R. Demirli and J. Saniie, 'Model-based estimation of ultrasonic echoes. Part I: Analysis and algorithms,' IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 48, no. 3, pp. 787-802, 2001.
[35] 維基百科編者. (2016-08-13UTC03:58:00+00:00 (UTC)). 脈波. Available: https://zh.wikipedia.org/w/index.php?title=%E8%84%88%E6%B3%A2&oldid=41112727
[36] C. Siu-Kay and P. Schultheiss, 'Delay estimation using narrow-band processes,' IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 29, no. 3, pp. 478-484, 1981.
[37] STMicroelectronics. (2016). STM32F303RE. Available: http://www.st.com/content/st_com/en/products/microcontrollers/stm32-32-bit-arm-cortex-mcus/stm32-mainstream-mcus/stm32f3-series/stm32f303/stm32f303re.html
[38] STMicroelectronics, 'ARM® Cortex®-M4 32b MCU+FPU, up to 512KB Flash, 80KB SRAM, FSMC, 4 ADCs, 2 DAC ch., 7 comp, 4 Op-Amp, 2.0-3.6 V,' Datasheet, 2016.
[39] Texas Instruments, 'CD405xB CMOS Single 8-Channel Analog Multiplexer/Demultiplexer With Logic-Level Conversion,' Product datasheet, 1998.
[40] S. Haykin and B. Van Veen, Signals and systems. John Wiley & Sons, 2007.
[41] 維基百科編者. (2015-12-30UTC06:31:33+00:00 (UTC)). 有限衝激響應. Available: https://zh.wikipedia.org/w/index.php?title=%E6%9C%89%E9%99%90%E5%86%B2%E6%BF%80%E5%93%8D%E5%BA%94&oldid=38603249
[42] J. G. Proakis and D. G. Manolakis, Digital signal processing. Pearson Education, 2013.
[43] S. Legend. (2017). Windows and Spectral Leakage. Available: https://community.plm.automation.siemens.com/t5/Testing-Knowledge-Base/Windows-and-Spectral-Leakage/ta-p/432760
[44] P. Wickramarachi, 'Effects of windowing on the spectral content of a signal,' Sound and vibration, vol. 37, no. 1, pp. 10-13, 2003.
[45] K. A. Yoon, O. S. Kwon, and D. H. Bae, 'An Approach to Outlier Detection of Software Measurement Data using the K-means Clustering Method,' in First International Symposium on Empirical Software Engineering and Measurement (ESEM 2007), 2007, pp. 443-445.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/70623-
dc.description.abstract風速為大自然環境中舉足輕重的一個重要的物理數據,實際風速資料對於環境風場工程更為重要。而欲長時間記錄、監測某個地點之風速及風向,再將數據計算處理,精確和穩定度是首要考量。 相較於傳統風速計,(超)音波式風速計有著較快速、精確、耐用、及惡劣環境適應性之優點。因此,本論文以STM32微處理器作為架構核心,設計高精度的風速量測系統;並研製數種時差演算法,達到精密時差計算。其中較為不同的為「傅立葉相位法」,傅立葉相位法主要將時域訊號的包絡進行傅立葉轉換至頻域,透過計算頻域特定點的相位,回推時域的時間延遲關係,進而跳脫時域限制。
本論文分為三階段進行。第一階段為機構繪製及時間差演算法設計,機構設計主要目的為穩定架設換能器,以及避免波的近場效應及干涉。時間差計算部分,透過嘗試多種演算法以得到高精度的時間延遲資訊。在此階段以訊號產生器產生發射波型,示波器擷取發射和接收波形,將資料於電腦上以Matlab撰寫演算法並分析。
第二階段主要為自動發收系統設計,主體開發以STM32系統之微處理器為核心,盡可能地使用內建模塊控制發收運作,以及演算法實現,進而取代訊號產生器以及示波器,達到低成本、便利且穩定的系統實現。
第三階段為3D印表機設計機構及二維發收系統設計。機構部分,先以Solidworks繪製三維模型,後以3D印表機印出塑料機構,以便於傳感器架設。電路部分,加入額外的類比解多工IC,控制四通道的發收運作,最後,進行時延運算和向量合成,得到風速及相角資訊。
zh_TW
dc.description.abstractWind speed is a significant physical data in the natural environment. The re-al-time wind speed data are very important for the wind field engineering. In order to record and monitor the wind speed and direction of a place, accuracy and stability are the primary considerations. (Ultra)sonic anemometer is suitable for harsh weather con-ditions and for long-time high-frequency wind speed measurement. Compared to tradi-tional anemometers, it can achieve higher accuracy and durability.
Therefore, STM32 microprocessor was used as the core of whole structure to de-sign the high-precision wind speed measurement system. Furthermore, several algo-rithms were put forward to make precise time delay calculation. Among them, the 'FFT phase method' is relatively different one. FFT phase method mainly converts the envelope of the time domain signal to frequency domain. By calculating the phase of a particular point in the frequency domain, the time delay relationship in the time do-main is back-calculated and the time-domain restriction can be escaped.
The paper is divided into three stages for research. The first phase is mechanism drawing and the design of time-delay calculation algorithm. The purpose of mecha-nism design is to avoid interference and near-field effects of waves. As for the time-delay calculation part, a variety of algorithms were tried to obtain high-precision time delay information. At this stage, the transmitted waveforms were generated by an arbitrary signal generator. And then the received waveforms were captured and sam-pled by an oscilloscope. After data storing, algorithm was written and analyzed with MATLAB.
The second stage is mainly strived for automatic TR [transmit-receive] system design. With the modules on chip, microprocessor has abilities to generate / capture signal, control transmit-receive operation and implement algorithm. Replacing a func-tion generator and an oscilloscope by this system, a low-cost, convenient and stable system could be implemented.
The third stage is mechanism printing with a 3D printer and two-dimensional TR [transmit-receive] system design. In the section of mechanism, first, three-dimensional model was drawn with Solidworks and printed by a 3D printer so as to facilitate sensors setup. When it comes to circuit section, an additional demultiplexer IC was added to control four-channel transmit-receive operations. Finally, time delay calculation and vector synthesis were performed to obtain the information of wind speed and phase an-gle.
en
dc.description.provenanceMade available in DSpace on 2021-06-17T04:32:55Z (GMT). No. of bitstreams: 1
ntu-107-R05525098-1.pdf: 11405460 bytes, checksum: e308597b41b17600897e8da52337a5b2 (MD5)
Previous issue date: 2018
en
dc.description.tableofcontents誌謝 I
中文摘要 II
ABSTRACT III
CONTENTS V
LIST OF FIGURES VIII
LIST OF TABLES XII
Chapter 1 緒論 1
1.1 研究目的與動機 1
1.2 文獻回顧 2
1.2.1 常見之風速量測技術 2
1.2.2 量測技術比較 9
1.3 論文架構 10
Chapter 2 理論背景 12
2.1 超音波換能器特性 12
2.1.1 壓電效應 12
2.1.2 BVD等效模型 (Butterworth-van Dyke Model) 13
2.1.3 雜訊特性 14
2.1.4 品質因素 14
2.1.5 聲場 16
2.1.6 衰減理論 17
2.2 常見超音波風速量測方法 18
2.2.1 多普勒法 18
2.2.2 渦街法 18
2.2.3 速度差法 19
2.3 常見超音波風速量測結構 22
2.3.1 直接一維 22
2.3.2 直接二維 23
2.3.3 反射二維 23
2.3.4 角錐型 25
2.3.5 直接三維 25
Chapter 3 實驗建置與研究方法 27
3.1 實驗儀器 27
3.2 實驗流程 32
3.3 發射訊號研製 35
3.3.1 高斯函數模型 35
3.3.2 混合指數模型 38
3.3.3 方波 39
Chapter 4 系統與演算法設計 40
4.1 系統整體架構 40
4.2 系統硬體 43
4.2.1 超音波傳感器 43
4.2.2 STM32 Nucleo開發板系統架構 44
4.2.3 發射配置 47
4.2.4 接收配置 49
4.2.5 發收一體配置 52
4.3 軟體開發 53
4.3.1 開發環境 53
4.3.2 訊號發收流程 54
4.4 機構設計 58
4.4.1 初期人工機構 58
4.4.2 3D列印機構 59
4.5 訊號處理 61
4.5.1 FIR低通濾波 62
4.5.2 漢寧窗 (Hanning window) 64
4.5.3 離群值篩選 65
4.6 時間差演算法 68
4.6.1 傅立葉相位法 (FFT-Phase Method) 68
4.6.2 峰值檢測法 (Peak Detection Method) 69
4.6.3 內插峰值檢測法 (Interpolation Peak Detection Method) 71
4.6.4 最大斜率過零法 (Maximum Slope Zero-Crossing Method) 72
4.6.5 包絡起始點法 (Envelope Starting Point Method) 74
4.6.6 互相關法 (Cross-Correlation Method) 76
Chapter 5 實驗結果與分析 78
5.1 軟硬體測試結果 78
5.1.1 發射訊號 78
5.1.2 接收訊號擷取 80
5.2 實際系統調整 82
5.2.1 系統校正 82
5.2.2 穩定度測試 83
5.3 風洞量測 84
5.3.1 皮托管風速驗證 84
5.3.2 系統實際量測 86
Chapter 6 結論與未來工作 91
6.1 結論 91
6.2 未來工作 92
Appendix 94
Reference 96
dc.language.isozh-TW
dc.subjectSTM32微處理器zh_TW
dc.subject測風儀zh_TW
dc.subject時差法zh_TW
dc.subject超音波zh_TW
dc.subjectUltrasonicen
dc.subjectSTM32 microprocessoren
dc.subjectAnemometeren
dc.subjectTime differenceen
dc.title實現於STM32微處理器之超音波風速量測系統設計及時差演算法開發zh_TW
dc.titleDesign of Ultrasonic Wind Speed Measurement System and Time Difference Algorithm Developmenten
dc.typeThesis
dc.date.schoolyear106-2
dc.description.degree碩士
dc.contributor.oralexamcommittee江茂雄(Mao-Hsiung Chiang),林益煌(Yih-Hwang Lin),黃心豪(Hsin-Haou Huang),黃翊鈞(Yi-Jun Huang)
dc.subject.keyword超音波,時差法,測風儀,STM32微處理器,zh_TW
dc.subject.keywordUltrasonic,Time difference,Anemometer,STM32 microprocessor,en
dc.relation.page99
dc.identifier.doi10.6342/NTU201802680
dc.rights.note有償授權
dc.date.accepted2018-08-10
dc.contributor.author-college工學院zh_TW
dc.contributor.author-dept工程科學及海洋工程學研究所zh_TW
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