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研究生: 洪瑩蓁
Hong, Ying-Jhen
論文名稱: 基於阻抗控制與扭矩曲線規劃之數位健身訓練平台
Digital Fitness Training Platform Based on Impedance Control and Torque Profile Planning
指導教授: 蔡明祺
Tsai, Mi-Ching
鄭銘揚
Cheng, Ming-Yang
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 電機工程學系
Department of Electrical Engineering
論文出版年: 2026
畢業學年度: 114
語文別: 中文
論文頁數: 111
中文關鍵詞: 數位坐姿划船機 、阻抗控制 、扭矩曲線 、速度損失率 、人機介面
外文關鍵詞: Digital Seated Row Machine, Impedance Control, Torque Profile, Velocity Loss, Human–Machine Interface
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  • 近年來,隨著健身產業及數位科技快速發展,數位健身器材逐漸受到重視。相較於傳統坐姿划船機以重量塊提供固定阻力,數位健身器材可利用馬達驅動產生可調式阻力,具備控制彈性高及訓練模式多元等優點。因此,本研究以數位坐姿划船機為研究對象,建立一套以阻抗控制為基礎之數位健身訓練平台,並進行扭矩曲線設計。首先建立系統模型,進而提出復位保護、力竭輔助及離心阻力控制策略,以提升操作安全性、疲勞管理能力及訓練個人化。此外,本研究亦建置人機介面,整合訓練參數設定、即時狀態監測、訓練成果分析,具備機械功與卡路里消耗估算等功能。模擬與實驗結果顯示,本研究所提出之復位保護策略可有效降低握把復位時產生的衝擊;力竭輔助策略可依據使用者的向心平均速度計算速度損失率,並於速度損失率超過設定門檻時動態降低訓練阻力;離心阻力策略則可調整向心與離心階段之阻力差異,以滿足多元訓練需求。所建置之人機介面亦能即時呈現並記錄訓練資訊,提供訓練成果分析。綜合上述,本研究所建立之數位健身訓練平台可作為未來智慧健身器材及個人化阻力訓練系統之設計參考。

    In recent years, digital fitness equipment has gained increasing attention. Unlike conventional seated row machines using weight stacks, digital systems employ motors to provide adjustable resistance and flexible training modes.This study develops an impedance-control-based digital seated row training platform with three training strategies. The return protection strategy gradually establishes resistance during handle return to reduce impact. The fatigue assistance strategy evaluates velocity loss based on mean concentric velocity and automatically reduces resistance when a predefined threshold is exceeded. The eccentric resistance strategy adjusts the resistance ratio between the concentric and eccentric phases for different training requirements.A human–machine interface is also developed for parameter configuration, real-time monitoring, and data analysis. An observer estimates the user’s applied force for calculating mechanical work, total training volume, and metabolic energy expenditure. Simulation and experimental results verify the effectiveness of the proposed control strategies. Overall, the platform provides adjustable resistance control, training assistance, and performance analysis for intelligent fitness equipment and personalized resistance training systems.

    摘要 II Abstract III 致謝 XV 目錄 XVII 表目錄 XX 圖目錄 XXI 符號表 XXV 第一章 緒論 31 1.1 研究背景 31 1.2 研究動機與目的 32 1.3 文獻回顧 34 1.3.1 阻抗控制 34 1.3.2 數位健身器材 37 1.4 本文架構 41 第二章 坐姿划船機分析與建模 42 2.1 坐姿划船機之機構分析 42 2.2 坐姿划船機之運動分析 44 2.3 系統建模 49 第三章 控制策略設計 55 3.1 復位保護策略 56 3.1.1 設計目的 56 3.1.2 系統架構 58 3.1.3 設計方法 61 3.1.4 模擬驗證 62 3.2 力竭輔助策略 66 3.2.1 設計目的 66 3.2.2 系統架構 67 3.2.3 設計方法 68 3.2.4 模擬驗證 72 3.3 離心阻力策略 78 3.3.1 設計目的 78 3.3.2 系統架構 79 3.3.3 設計方法 79 3.3.4 模擬驗證 81 第四章 人機介面與數據分析 82 4.1 人機介面設計 82 4.2 數據分析 83 4.2.1 觀測器 84 4.2.2 機械功與代謝能量估算 85 第五章 實驗結果與分析 89 5.1 實驗架構 89 5.1.1 動力驅動規格 90 5.1.2 控制與訊號擷取規格 91 5.1.3 減速機規格 92 5.2 實作驗證 93 5.2.1 復位保護策略 93 5.2.2 力竭輔助策略 97 5.2.3 離心阻力策略 101 第六章 結論與未來建議 103 6.1 結論 103 6.2 未來建議 104 參考文獻 105

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