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  1. NTU Theses and Dissertations Repository
  2. 工學院
  3. 機械工程學系
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/94250
完整後設資料紀錄
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dc.contributor.advisor黃育熙zh_TW
dc.contributor.advisorYu-Hsi Huangen
dc.contributor.author劉紘廷zh_TW
dc.contributor.authorHUNG-TING LIUen
dc.date.accessioned2024-08-15T16:26:40Z-
dc.date.available2024-08-16-
dc.date.copyright2024-08-15-
dc.date.issued2024-
dc.date.submitted2024-08-08-
dc.identifier.citation[1] L M Schutte 1, U Narayanan, J L Stout, P Selber, J R Gage, M H Schwartz,”An index for quantifying deviations from normal gait”, Gait and Posture , 11 , 2000.
[2] Josef Christian, Josef Kröll, Hermann Schwameder,“Comparison of the Classifier Oriented Gait Score and the Gait Profile Score based on imitated gait impairments” , Gait and Posture , 55, 2017.
[3] Marianne B. van Iersela, Marcel G.M. Olde Rikkerta, George F. Borm , “A method to standardize gait and balance variables for gait velocity” ,2006.
[4] Del Din, Silvia,Godfrey, Alan, Rochester, Lynn,“Validation of an Accelerometer to Quantify a Comprehensive Battery of Gait Characteristics in Healthy Older Adults and Parkinson's Disease: Toward Clinical and at Home Use” , IEEE, 2016.
[5] YoshidaToshihiko , Mizuno Fumio, Hayasaka Tomoaki, Tsubota Imai, Yousuke Ishikawa, Takuji, Yamaguchi Takami,“Development of a wearable surveillance system using gait analysis” , TELEMEDICINE JOURNAL AND E-HEALTH , 2007.
[6] Mcfadyen, BJ, Winter Da, “An integrated biomechanical analysis of normal star ascent and decent” , JOURNAL OF BIOMECHANICS , 1988.
[7] 李秉宏 ,「少量感測元件不同擺放位置對扁平足步態動力學參數準確度之影響」 , 國立台灣師範大學運動與休閒學院運動競技學系碩士論文, 2020.
[8] Seobin Choi, Jieon Lee, Gwanseob Shin ,“Center of Pressure Trajectory and Spatiotemporal Gait Parameters When Walking with Limited Knee Flexion” , Department of Biomedical Engineering Ulsan National Institute of Science and Technology, Republic of Korea , 2021.
[9] Pen-Ning Yu, Charles Y Liu, Christianne N Heck, Theodore W Berger and Dong Song, “A sparse multiscale nonlinear autoregressive model for seizure prediction” , Journal of Neural Engineering , 2021.
[10] 黃育熙,「壓電石英晶體之平板結構的動態特性研究」,國立台灣大學機械工程研究所博士論文,2009。
[11] 黃至偉,「壓電陶瓷雙晶片於雙邊固定邊界之能量擷取及雷射都卜勒自動化陣列式量測模組」,國立臺灣科技大學機械工程所碩士論文,2014。
[12] Liufeng Zhang, Feibin Zhang, Zhaoye Qin, Qinkai Han, Tianyang Wang, Fulei Chu , “Piezoelectric energy harvester for rolling bearings with capability of
self-powered condition monitoring” , Energy , 2022..
[13] Qinkai Han , Zhuang Ding, Zhaoye Qin, Tianyang Wang, Xueping Xu, Fulei Chu , “A triboelectric rolling ball bearing with self-powering and self-sensing capabilities” , Nano Energy , 2020.
[14]李明杰 , 「壓電平板以磁力變換軸向剛性之流體致振變頻能量擷取系統」, 國立台灣大學機械工程研究所碩士論文,2023。
[15] Kangqi Fan, Zhaohui Liu, Haiyan Liu, Liansong Wang, Yingmin Zhu, Bo Yu, “Scavenging energy from human walking through a shoe mounted piezoelectric harvester”, APPLIED PHYSICS LETTERS, 2017.
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dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/94250-
dc.description.abstract本研究致力於開發步態分析工具,並結合壓電能量擷取系統,在獲取數據的同時也能夠進行發電並回授電能給自身以達到自主供電的功能。為了要能夠開發一個客制化的智慧鞋墊,會需要製造出任一尺寸與形狀的鞋底,由於成本關係,對於原型開發無法使用3d列印機列印所需尺寸的軟材鞋底,因此必須透過真空成形機壓印母模,再進行矽橡膠灌模,以得到想要尺寸的矽橡膠鞋底。
由於本研究使用一個專門為走路設計的能量擷取器,因此必須以能量箱的形式,類似將其當成一個埋入式感測器,放置於矽橡膠鞋底內部,在走路的同時進行能量擷取同時提供電壓數據。除了能量箱以外,也會在鞋底上面放置市售的智慧鞋墊MP2513,以提供足底壓力數據,並利用此足底壓力數據搭配空間統計理論顆粒晶(Kriging)與卡門濾波(Kalman Filter)尋找與驗證腳部施力最大點為何,並透過此施力最大點以及磁力實驗,設計並製做出初代能量箱與其所搭配的鞋底。
透過初代能量箱進行數據蒐集,並且在知道初代能量箱容易因為磁力過強導致能量箱內部磁鐵相撞而無法正常運作後,對其進行修正,重新進行磁力實驗以後,並製做出第二代能量箱,以修正第一代能量箱的問題。確認第二代能量箱能夠正常運作以後,便開始對第二代能量箱不斷進行磁鐵距離嘗試與更改的實驗,由此得到兩磁鐵距離為何時會有最好的發電結果。
確定好能量箱內部所有磁鐵的距離後,即開始對三位受試者A、B、C進行足壓量測實驗,同時量測能量箱之數據,並針對三位受試者的數據進行比較與分析,以區別出不同步態可能會有的特性。最後再透過商用模擬軟體Abaqus進行模擬補上目前實驗尚未成功的磁鐵球實驗方案並比較其結果之趨勢是否與上方磁鐵相似。
zh_TW
dc.description.abstractThis study dedicates to develop a gait analysis tool,which combines with piezoelectric energy harvesting, to get data from it and also generates power itself. For developing a customized smart insole, we need to have the ability to make a sole that can have any size we want. For the reason of cost, we cannot use just only 3d printer to make our insole with the size we want, we can only use vacuum forming machine to make cavity plate first and then make the sole by filling the mold.
Owing to our study will use a special energy harvester that is used for walking monitor, we need to use an energy box to hide all of the energy harvester inside it, and also use the energy box as an embedded sensor inside the sole to get voltage data while generating power. Besides energy box, we also put an commercial smart insole MP2513 on the sole that obtained get data by gait pressure, To utilize data of gait pressure, we use spatial statistics to obtained Kriging and Kalman Filter to find where the maximum force designed for the first energy box that matches with this maximum point.
After getting data from the first energy box, we also found out that the first energy box is easy to be broken due to its strong magnet force. When finishing the new magnet experiment, we modified as second energy box and make sure it can be used successfully to get the maximum output voltage after adjusting the distance of upper magnet and center magnet.
Three research subjects were to measure gait pressure and also determined the energy box’s data. By analyzing those data, the dynamic characteristics find out according to their gait. Finally, we also used commercial simulating software, Abaqus to simulate the electromechanical transferring effect to generate from magnetic ball whether it is similar to the effect of upper magnet.
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dc.description.provenanceSubmitted by admin ntu (admin@lib.ntu.edu.tw) on 2024-08-15T16:26:40Z
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dc.description.tableofcontents論文口試委員審定書………………………………………………………………..ⅰ
誌謝…………………………………………………………………………………..ⅱ
中文摘要……………………………………………………………………………..ⅳ
ABSTRACT……………………………………………………………………….....ⅴ
目次………………………………………………………………………………......ⅶ
圖次………………………………………………………………………………......ⅸ
表次…………………………………………………………………………..............ⅹ
第一章 緒論 1
1.1 研究背景、動機與目的 1
1.2 文獻回顧 3
1.3 內容簡介 6
第二章 實驗儀器、原理與架設 8
2.1 立體列印機(3D列印機) 8
2.2 智慧鞋墊(MP2513) 10
2.3 真空成形機與灌模 17
2.4 開發板Arduino Nano、三軸加速規ADXL345 20
第三章 空間統計與相關理論 22
3.1 變差函數(Variogram) 22
3.1.1不同的變差函數模型 23
3.2 卡門濾波 30
3.2.1卡門濾波公式推導 31
第四章 能量箱研發 36
4.1能量箱初步設計 36
4.1.1 能量箱原理 36
4.1.2 磁鐵實驗 39
4.1.3 前腳掌施力最大點 45
4.1.4能量箱搭配之後端電路系統 47
4.1.5能量箱初步設計之實驗結果 47
4.2 鞋底初步設計與後續改良 49
4.3 透過卡門濾波並針對能量箱尺寸進行設計 51
4.4 藉由步態感測工具進行能量箱優化 53
4.4.1 10×5×2mm3強力磁鐵之磁力實驗 53
4.5 踩踏於能量箱的效應以及討論 67
第五章 磁鐵球對於中央磁鐵效應之模擬 92
第六章 結論與未來展望 101
6.1結論 101
6.2未來展望 103
參考文獻……………………………………………………………………………105
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dc.language.isozh_TW-
dc.subject步態分析zh_TW
dc.subject步態分析工具開發zh_TW
dc.subject智慧鞋墊zh_TW
dc.subject顆粒晶zh_TW
dc.subject卡門濾波zh_TW
dc.subject軟材製程zh_TW
dc.subject壓電能量擷取zh_TW
dc.subject能量箱zh_TW
dc.subjectPiezoelectric energu harvesting systemen
dc.subjectGait analysisen
dc.subjectSoft material process of manufacturingen
dc.subjectanalysis toolen
dc.subjectsmart insoleen
dc.subjectKrigingen
dc.subjectKalman Filteren
dc.subjectEnergy boxen
dc.title足壓感測結合壓電能量擷取於步態分析工具開發zh_TW
dc.titleGait Pressure Combined With Piezoelectric Energy Using At Developing Gait Analysis Toolen
dc.typeThesis-
dc.date.schoolyear112-2-
dc.description.degree碩士-
dc.contributor.oralexamcommittee王建凱;遊本寧zh_TW
dc.contributor.oralexamcommitteeChien-Kai Wang;Pen-Ning Yuen
dc.subject.keyword步態分析,步態分析工具開發,智慧鞋墊,顆粒晶,卡門濾波,軟材製程,壓電能量擷取,能量箱,zh_TW
dc.subject.keywordGait analysis,analysis tool,smart insole,Kriging,Kalman Filter,Soft material process of manufacturing,Piezoelectric energu harvesting system,Energy box,en
dc.relation.page123-
dc.identifier.doi10.6342/NTU202403406-
dc.rights.note同意授權(全球公開)-
dc.date.accepted2024-08-10-
dc.contributor.author-college工學院-
dc.contributor.author-dept機械工程學系-
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