人機協作應用在生產線自我組織系統之研究;Production line self-organizing under humans and robots collaboration

NCUIR > School of Management at National Central University > Graduate Institute of Industrial Management > Electronic Thesis & Dissertation > Item 987654321/80253

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Title:	人機協作應用在生產線自我組織系統之研究;Production line self-organizing under humans and robots collaboration
Authors:	李玉婷;Li, Yu-Ting
Contributors:	工業管理研究所
Keywords:	人機協作;工業4.0;生產力4.0;智慧化;人工智慧;human-robot collaboration;industry 4.0;Taiwan Productivity 4.0 Initiative;intelligence;intelligence;artificial intelligence
Date:	2019-08-19
Issue Date:	2019-09-03 12:25:20 (UTC+8)
Publisher:	國立中央大學
Abstract:	全球在工業4.0的影響下，各國紛紛提出因應的政策與目標，台灣則以生產力4.0為開端，後續發展出五大產業創新研發計畫等政策，許多產業面臨轉型的問題，工廠內部因智慧化的影響，原本以人力製造為主的工作逐漸被人工智慧所取代，人類開始擔憂自己的生存地位，然而得到實驗證實，全部以人類為主或以機器人為主的製造方式並非最佳的情況，而是透過人類與人工智慧進行合作的生產模式可以提升企業的績效。因此本研究根據文獻探討和現況的資料，在一個人類與機器人的合作系統，又稱為人機協作系統，此系統由人和機器人組成的生產線，並且設定工作者的作業學習速度排序由最慢到最快，主要的目的為探討將生產線的人類工作者替換成機器人後的作業速度與原始生產線的差異，並且計算生產線的人類工作者替換成機器人後的作業成本差異來探討其對公司的效益。;Because of the influence of industry 4.0 all over the world, countries have proposed their policies and targets. In Taiwan, the government proposed Taiwan Productivity 4.0 Initiative first, then developed five major industrial innovation research and other policies. Many industries face the problem of transformation. The factories are affected by intelligence, so the works originally done by manpower are gradually replaced by artificial intelligence. And human starts to worry about their survival status. However, the experiments have confirmed that all human-based or all robot-based manufacturing methods are not the best way, cooperation between humans and artificial intelligence can improve the performance of the companies. Therefore, based on literature review, we suggest a cooperative system between humans and robots. It is often called human-robot collaboration. Its progress velocity sorted by the slowest one to the fastest one, the main purpose is to explore the difference of velocity between the original production line and the human workers were substituted for the robots’ production lines. Moreover, we will calculate the cost for all the production line to see how the cost changes.
Appears in Collections:	[Graduate Institute of Industrial Management] Electronic Thesis & Dissertation

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