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TWI403961B - Automatic operation planning system and method for assessing the physiological, action and environmental signals of organisms - Google Patents

Automatic operation planning system and method for assessing the physiological, action and environmental signals of organisms Download PDF

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TWI403961B
TWI403961B TW099109027A TW99109027A TWI403961B TW I403961 B TWI403961 B TW I403961B TW 099109027 A TW099109027 A TW 099109027A TW 99109027 A TW99109027 A TW 99109027A TW I403961 B TWI403961 B TW I403961B
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physiological
automatic operation
operation planning
environmental
biological
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TW099109027A
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TW201133361A (en
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Mao Jiun Wang
Chien Fu Kuo
Chen Hao Su
Shih Chieh Chang
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Nat Univ Tsing Hua
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Abstract

The present invention provides an automatic operation planning system and method for performing evaluation based on biological physiology, movement and environment signals. The system includes: a biology and environment signal capture processing module, which comprises a physiology signal sensor, an environment signal sensor and a signal processor; an achievement evaluation indicator computing module connected to the biology and environment signal capture processing module for converting the sensed and processed signals into the achievement evaluation indicator; a database for providing manufacture related information and; and an automatic operation planning module connected to the achievement evaluation indicator computing module and the database for using the achievement evaluation indicator and the database to proceed with applications related to operation adjustment. The system and method disclosed by the present invention allow the automatic operation programmer to fast realize the actual and objective physiology status of personnel, environment status and manufacture related information in real time via the system, so as to execute more suitable management items, such as work distribution, operation schedule planning, user-machine interaction, prevention of personnel fatigue and error, etc.

Description

依生物之生理、動作及環境訊號進行評估之自動作業規劃系統及方法Automatic operation planning system and method for evaluating physiological, motion and environmental signals of living organisms

本發明係涉及一種自動作業規劃系統與方法,特別是指一種依據生物之生理、動作以及環境訊號進行評估之創新設計者。The present invention relates to an automated job planning system and method, and more particularly to an innovative designer that evaluates based on biological physiology, motion, and environmental signals.

按,在全球競爭激烈、供貨交期短、科技發展迅速及消費者導向的市場環境下,企業體為了因應快速變動的市場狀態,將需要更加即時地掌握並處理製造現場龐大的製造資訊。According to the fierce global competition, short delivery period, rapid development of technology and consumer-oriented market environment, in order to respond to the rapidly changing market conditions, the enterprise will need to grasp and deal with the huge manufacturing information of the manufacturing site more immediately.

所謂「智慧型工廠」之定義,為利用感知感測技術蒐集工作現場的資料,將資料進行運算後,得到更精確的生產資訊以供企業進行決策,接著回饋至現場以輔助人員及機台作業的一種新穎架構。The definition of "smart factory" is to collect the information of the work site by using the sensory sensing technology, and to calculate the data to obtain more accurate production information for the enterprise to make decisions, and then feedback to the site to assist the personnel and machine operations. A novel architecture.

又,即便是未來自動化的程度愈來愈高,仍然有許多作業是需要人員配合的;然而,目前這種智慧型的工廠架構,往往並未將人員的因素考慮在內;如此一來,從多種作業流程的角度而言,均容易衍生出一些問題與缺憾,例如以工作分配的工作項目來看,管理人員往往難以快速瞭解每位作業人員之工作負荷量,且其工作的分配往往欠缺客觀依據,造成工作分配不均、不適當的情形,以致整體生產系統流暢度不佳之問題點;另就作業排程規劃的工作項目來看,由於作業排程規劃是一項相當複雜的工作,須考量很多層面,但因為現有排程對於作業人員負荷及能力資料的獲得,均仍舊以經驗法則判斷,如此並無法獲得客觀的作業員負荷資訊及作業環境資訊,故難以達到快速、妥適而全面的作業排程規劃。Moreover, even if the degree of automation in the future is getting higher and higher, there are still many jobs that need personnel coordination; however, at present, this kind of intelligent factory structure often does not take into account the personnel factors; thus, from From the perspective of a variety of operational processes, it is easy to derive some problems and shortcomings. For example, in terms of work-distributed work items, it is often difficult for managers to quickly understand the workload of each operator, and the allocation of their work is often lacking objective. Based on the problem of uneven distribution of work and inappropriate conditions, resulting in poor fluency of the overall production system; as far as the work schedule planning work is concerned, since job scheduling is a rather complicated task, Considering many aspects, but because the existing schedules are used to obtain the operator's load and ability data, they are still judged by the rule of thumb. Therefore, it is impossible to obtain objective operator load information and operating environment information, so it is difficult to achieve fast, appropriate and comprehensive. Job scheduling.

是以,針對上述習知問題,如何研發出一種能夠更具理想實用性之創新系統與方法設計,實有待相關業界再加以思索突破之目標及方向者。Therefore, in response to the above-mentioned conventional problems, how to develop an innovative system and method design that can be more ideal and practical, and it is necessary for the relevant industry to think about the goals and directions of breakthrough.

有鑑於此,發明人本於多年從事相關產品之製造開發與設計經驗,針對上述之目標,詳加設計與審慎評估後,終得一確具實用性之本發明。In view of this, the inventor has been engaged in the manufacturing development and design experience of related products for many years. After detailed design and careful evaluation, the inventor has finally obtained the practical invention.

本發明之主要目的,係在提供一種依生物之生理、動作及環境訊號進行評估之自動作業規劃系統及方法,其所欲解決之問題點,係針對現有自動作業架構並未考慮人員因素,而致難以達到快速、妥適而全面之管理效果之問題點加以改善突破。The main object of the present invention is to provide an automatic operation planning system and method for evaluating physiological, motion and environmental signals according to a living body, and the problem to be solved is that the existing automatic operation architecture does not take into consideration the personnel factor, and It is difficult to achieve a fast, appropriate and comprehensive management effect to improve the breakthrough.

本發明解決問題之技術特點,就系統面而言,係包括:一生物及環境訊號擷取處理模組,包括生理訊號感測器、環境訊號感測器及訊號處理器所構成;一績效評估指標計算模組,與生物及環境訊號擷取處理模組相連結,藉以將感測所得並經處理過的訊號轉換成績效評估指標;一資料庫,藉以提供生產製造相關資訊;一自動作業規劃模組,係與該績效評估指標計算模組、資料庫相連結,以利用績效評估指標及資料庫資料進行作業調整之相關應用者;藉此創新獨特設計,使本發明對照先前技術而言,大致可達到如下優點:本發明能夠讓自動作業規劃管理者透過本系統快速即時地瞭解實際客觀的人員生理狀態、環境狀態以及生產製造相關資訊,藉此而能執行更完善妥適之工作分配、作業排程規劃、人機互動以及預防人員疲勞、失誤等管理事項。The technical feature of the present invention is to systematically comprise: a biological and environmental signal acquisition processing module comprising a physiological signal sensor, an environmental signal sensor and a signal processor; The indicator calculation module is coupled with the biological and environmental signal acquisition processing module to convert the sensed and processed signals into performance evaluation indicators; a database for providing manufacturing related information; an automatic operation planning The module is linked to the performance evaluation index calculation module and the database to use the performance evaluation index and the database data to perform related operations adjustment; thereby, the innovative and unique design makes the present invention compare with the prior art. The utility model can substantially achieve the following advantages: the invention enables the automatic operation planning manager to quickly and accurately understand the actual and objective physical state of the person, the environmental state and the manufacturing related information through the system, thereby performing a more perfect and appropriate work distribution, Work schedule planning, human-computer interaction, and prevention of personnel fatigue, mistakes and other management matters.

請參閱第1圖所示,係本發明依生物之生理、動作及環境訊號進行評估之自動作業規劃系統及方法之較佳實施例,惟此等實施例僅供說明之用,在專利申請上並不受此結構之限制;所述依生物之生理、動作及環境訊號進行評估之自動作業規劃系統10係包括下述構成:一生物及環境訊號擷取處理模組11,係包括生理訊號感測器111、環境訊號感測器112以及訊號處理器113所構成;一績效評估指標計算模組12,與該生物及環境訊號擷取處理模組11相連結,藉以將感測所得並經處理過的訊號轉換成績效評估指標;一資料庫13,藉以提供生產製造相關資訊(例如採用ERP企業資源管理系統、MES專業製造執行系統等);一自動作業規劃模組14,係與該績效評估指標計算模組12、資料庫13相連結,以利用所述績效評估指標及該資料庫13中的資料進行作業調整之相關應用者。Please refer to FIG. 1 , which is a preferred embodiment of the automatic operation planning system and method for evaluating the physiological, operational and environmental signals of the present invention, but the embodiments are for illustrative purposes only, and are applied for patent applications. The automatic operation planning system 10 for evaluating the physiological, motion, and environmental signals of the living body includes the following components: a biological and environmental signal extraction processing module 11 including a physiological signal sense. The detector 111, the ambient signal sensor 112 and the signal processor 113 are configured; a performance evaluation index calculation module 12 is coupled to the biological and environmental signal acquisition processing module 11 for sensing and processing The signal is converted into a performance evaluation indicator; a database 13 is provided to provide manufacturing-related information (for example, using an ERP enterprise resource management system, an MES professional manufacturing execution system, etc.); an automatic operation planning module 14 is associated with the performance evaluation The index calculation module 12 and the database 13 are connected to use the performance evaluation index and the data in the database 13 to perform related job adjustment.

其中,該生物及環境訊號擷取模組之生理訊號感測器111係可包括生理訊號感測器及動作訊號感測器;該環境訊號感測器112則可包括光感測器、聲音感測器、溫度感測器、溼度感測器任其中一者或其任一組合型態。所述動作訊號感測器則可採用動作感測器(Motion sensor),其係為一種移動動作擷取系統,利用MEMS(即Micro Electro Mechanical Systems;微機電系統)慣性感測器感測全身動作,藉由無線傳輸技術可即時傳回感應器六個自由度的數值,包括在三個維度上的旋轉角度以及座標位置。The physiological signal sensor 111 of the biological and environmental signal capture module may include a physiological signal sensor and an action signal sensor; the environmental signal sensor 112 may include a light sensor and a sound sense. One of the detector, the temperature sensor, and the humidity sensor, or any combination thereof. The motion signal sensor can be a motion sensor, which is a mobile motion capture system, and uses a MEMS (ie, Micro Electro Mechanical Systems; inertial sensor) inertial sensor to sense the whole body motion. The wireless transmission technology instantly returns the six degrees of freedom of the sensor, including the angle of rotation in three dimensions and the coordinate position.

其中,該生理訊號感測器111係藉以量測下述生理訊號:EEG(電子腦波圖)、EMG(肌電圖)、ECG/EKG(心電圖)、EOG(眼電圖)、呼吸、溫度、心跳、BVP等。The physiological signal sensor 111 is used to measure the following physiological signals: EEG (electron brain wave map), EMG (electromyogram), ECG/EKG (electrocardiogram), EOG (electronogram), breathing, temperature , heartbeat, BVP, etc.

其中,該生物及環境訊號擷取模組11之訊號處理器係為取樣裝置、濾波裝置任至少其中一者。The signal processor of the biological and environmental signal acquisition module 11 is at least one of a sampling device and a filtering device.

其中,該資料庫13所提供的生產製造相關資訊,係包括生產資訊、作業員資訊、機台資訊。Among them, the manufacturing related information provided by the database 13 includes production information, operator information, and machine information.

其中,該績效評估指標計算模組12所轉換成之績效評估指標係至少分成下述四類:其一:人體力學及姿勢相關指標;(如RULA、OWAS、生物力學模型);其二:人體工作負荷相關指標;(如生理負荷、心智負荷、疲勞);其三:環境因子評估指標。(如光線亮度、噪音、溫度、溼度等);其四:人員工作績效評估指標。The performance evaluation indicators converted by the performance evaluation index calculation module 12 are classified into at least the following four categories: one: human mechanics and posture related indicators; (such as RULA, OWAS, biomechanical model); second: human body Workload related indicators; (such as physiological load, mental load, fatigue); Third: environmental factor assessment indicators. (such as light brightness, noise, temperature, humidity, etc.); Fourth: personnel performance evaluation indicators.

其中,該自動作業規劃模組14進行作業調整之相關應用,係為下述任至少其中一種應用:The application related to the job adjustment by the automatic operation planning module 14 is at least one of the following applications:

1、作業排程規劃;1. Work schedule planning;

2、工作分配;2. Work distribution;

3、失誤預防及人機互動調整。3. Error prevention and human-computer interaction adjustment.

接著,如第2圖所示,就本發明之方法面而言,係包括:Next, as shown in FIG. 2, in terms of the method aspect of the present invention, the method includes:

(a)透過感測手段擷取生物體及環境的資料,並利用無線或有線網路將資料傳輸至電腦做訊號處理,不同的訊號係搭配對應之演算法及訊號處理方法;(a) extracting information on organisms and the environment through sensing means, and transmitting data to the computer for signal processing using wireless or wired networks. Different signals are matched with corresponding algorithms and signal processing methods;

(b)將感測所得並經處理過的訊號加以轉換建立成績效評估指標;(b) Converting the sensed and processed signals into performance evaluation indicators;

(c)提供一資料庫以提供生產製造相關資訊,以作為自動作業規劃時之參考依據;(c) provide a database to provide manufacturing-related information as a reference for automated operation planning;

(d)藉由所述績效評估指標及生產製造相關資訊,提供給一自動作業規劃系統應用者。(d) Provided to an automated job planning system application by the performance evaluation indicators and manufacturing related information.

承上述系統構成及方法說明,茲就本發明之應用情形說明如下:作業人員可穿戴移動感測器(motion sensor)及生理感測器(physiological sensor),並可利用無線傳輸將人體動作資料及生理訊號傳至電腦主機;作業環境中則是裝配些許環境感測器(Environmental sensor),可用來監控周圍環境變數,以有線或無線的傳輸方式傳至一電腦主機。該電腦主機可對以上的訊號進行處理及運算,再搭配資料庫的資料,進行自動作業規劃,可利用有線或無線網路將此資訊傳至管理人員,作為決策的參考。以下茲列出三項本發明可能之應用態樣:According to the above system configuration and method description, the application situation of the present invention is described as follows: the operator can wear a motion sensor and a physiological sensor, and can transmit the human body motion data by wireless transmission. The physiological signal is transmitted to the host computer; in the working environment, a little environmental sensor is installed, which can be used to monitor the surrounding environment variables and transmit it to a computer host by wired or wireless transmission. The computer host can process and calculate the above signals, and then use the data of the database to carry out automatic operation planning, and can transmit the information to the management personnel by using a wired or wireless network as a reference for decision making. Three possible application aspects of the invention are listed below:

1、即時工作分配:1. Instant work distribution:

由現場擷取之訊號轉換成的績效評估指標,可即時提供管理人員每位作業人員之工作負荷量,搭配資料庫中的生產資訊及機台資訊,可作為工作分配的客觀依據。可能之應用例如在生產中有急單插入時,管理人員將可即時調派最適合的作業人員(如工作負荷低、符合工作能力)去處理,以維持整體生產系統的流暢;除此之外,更可即時透過生理訊號感測機制瞭解作業人員工作生理狀態,以便於管理人員調整工作或進行關切,而能有效避免疲勞、失誤等問題發生。The performance evaluation indicators converted from the signals captured on site can immediately provide the workload of each operator of the management personnel, and match the production information and machine information in the database, which can be used as an objective basis for work distribution. Possible applications, such as when there is an urgent order insertion in production, the manager will be able to immediately dispatch the most suitable operator (such as low workload, work capacity) to maintain the smooth flow of the overall production system; It is also possible to immediately understand the physiological state of the workers through the physiological signal sensing mechanism, so that the manager can adjust the work or pay attention, and can effectively avoid problems such as fatigue and mistakes.

2、作業排程規劃:2. Job scheduling:

作業排程規劃是一項複雜的工作,須考量很多層面,例如生產工時、訂單、機台狀況、作業員數目、作業員負荷及能力等,但現有排程對於作業人員負荷及能力資料的獲得,是以經驗法則判斷。本系統可提供客觀的作業員負荷資訊及作業環境資訊,再搭配資料庫中的生產、機台資訊,可用以做更快速、全面的作業排程規劃。Job scheduling is a complex task that requires consideration of many aspects, such as production hours, orders, machine status, number of operators, operator load and capacity, etc., but the existing schedules are for job load and capacity data. Obtained is judged by the rule of thumb. The system can provide objective operator load information and working environment information, and then match the production and machine information in the database, which can be used for faster and more comprehensive job scheduling.

3、人機互動:3. Human-computer interaction:

在目前智慧型工廠架構下,可以快速的獲得生產及機台的資訊,本系統加入即時獲得人員資訊的部分,其可能的應用,例如在工廠不需大量生產時,系統將可降低機台產能,將工作轉至作業員執行,以降低機台能量消耗,進而減少電量及汙染;或是當系統判斷作業員的工作效率下降時,可以自動產生一些刺激給作業員,以恢復其工作績效。Under the current smart factory structure, the production and machine information can be quickly obtained. The system can be used to obtain the information of the personnel immediately. The possible applications, such as when the factory does not need mass production, the system can reduce the machine capacity. Transfer the work to the operator to reduce the energy consumption of the machine, thereby reducing the power and pollution; or when the system determines that the work efficiency of the operator is declining, it can automatically generate some stimulus to the operator to restore its performance.

本發明之優點:Advantages of the invention:

本發明所揭「依生物之生理、動作及環境訊號進行評估之自動作業規劃系統及方法」主要在於所述生物及環境訊號擷取處理模組、績效評估指標計算模組、資料庫、自動作業規劃模組所構成之創新系統及運作方法設計;本發明所揭系統及方法能夠讓自動作業規劃管理者透過本系統快速即時地瞭解實際客觀的人員生理狀態、環境狀態及生產製造相關資訊,藉此而能執行更完善妥適之工作分配、作業排程規劃、人機互動以及預防人員疲勞、失誤等管理事項,實特具有實用進步性及較佳產業利用效益者。The automatic operation planning system and method for evaluating physiological, motion and environmental signals according to the invention are mainly related to the biological and environmental signal acquisition processing module, the performance evaluation index calculation module, the data base, and the automatic operation. The innovative system and operation method design of the planning module; the system and method disclosed by the invention enable the automatic operation planning manager to quickly and instantly understand the actual and objective physiological state, environmental state and manufacturing related information through the system. In this way, it is possible to carry out more perfect management tasks such as job assignment, job scheduling, human-computer interaction, and prevention of personnel fatigue and mistakes, which are practical and progressive and have better industrial utilization benefits.

上述實施例所揭示者係藉以具體說明本發明,且文中雖透過特定的術語進行說明,當不能以此限定本發明之專利範圍;熟悉此項技術領域之人士當可在瞭解本發明之精神與原則後對其進行變更與修改而達到等效之目的,而此等變更與修改,皆應涵蓋於如后所述之申請專利範圍所界定範疇中。The above embodiments are intended to be illustrative of the present invention, and are not to be construed as limiting the scope of the invention. The principles are changed and modified to achieve an equivalent purpose, and such changes and modifications are to be included in the scope defined by the scope of the patent application as described later.

10...自動作業規劃系統10. . . Automatic job planning system

11...生物及環境訊號擷取處理模組11. . . Biological and environmental signal capture processing module

111...生理訊號感測器111. . . Physiological signal sensor

112...環境訊號感測器112. . . Environmental signal sensor

113...訊號處理器113. . . Signal processor

12...績效評估指標計算模組12. . . Performance evaluation indicator calculation module

13...資料庫13. . . database

14...自動作業規劃模組14. . . Automatic job planning module

第1圖:本發明所揭系統之文字方塊示意圖。Figure 1 is a block diagram showing the text of the system of the present invention.

第2圖:本發明所揭方法之文字方塊示意圖。Figure 2 is a block diagram showing the text of the method of the present invention.

10...自動作業規劃系統10. . . Automatic job planning system

11...生物及環境訊號擷取處理模組11. . . Biological and environmental signal capture processing module

111...生理訊號感測器111. . . Physiological signal sensor

112...環境訊號感測器112. . . Environmental signal sensor

113...訊號處理器113. . . Signal processor

12...績效評估指標計算模組12. . . Performance evaluation indicator calculation module

13...資料庫13. . . database

14...自動作業規劃模組14. . . Automatic job planning module

Claims (11)

一種依生物之生理、動作及環境訊號進行評估之自動作業規劃系統,包括:一生物及環境訊號擷取處理模組,係包括生理訊號感測器、環境訊號感測器以及訊號處理器所構成;一績效評估指標計算模組,與該生物及環境訊號擷取處理模組相連結,藉以將感測所得並經處理過的訊號轉換成績效評估指標;一資料庫,藉以提供生產製造相關資訊;一自動作業規劃模組,係與該績效評估指標計算模組、資料庫相連結,以利用績效評估指標及資料庫資料進行自動作業規劃之相關應用者。An automatic operation planning system for evaluating physiological, motion and environmental signals of a living body, comprising: a biological and environmental signal acquisition processing module comprising a physiological signal sensor, an environmental signal sensor and a signal processor a performance evaluation indicator calculation module coupled to the biological and environmental signal acquisition processing module to convert the sensed and processed signals into performance evaluation indicators; a database for providing manufacturing related information An automatic operation planning module is linked to the performance evaluation index calculation module and the database to utilize the performance evaluation index and the database data for the relevant application of the automatic operation planning. 依據申請專利範圍第1項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃系統,其中該生物及環境訊號擷取模組之生理訊號感測器係包括生理訊號感測器及動作訊號感測器;該環境訊號感測器則包括光感測器、聲音感測器、溫度感測器、溼度感測器任其中一者或其任一組合型態。An automatic operation planning system for evaluating physiological, operational, and environmental signals according to the biological scope of claim 1, wherein the physiological signal sensor of the biological and environmental signal extraction module includes a physiological signal sensor And the motion signal sensor; the ambient signal sensor includes one of a light sensor, a sound sensor, a temperature sensor, and a humidity sensor, or any combination thereof. 依據申請專利範圍第1項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃系統,其中該生理訊號感測器係藉以量測下述生理訊號:EEG、EMG、ECG/EKG、EOG、呼吸、溫度、心跳、GSR、BVP。An automatic operation planning system for evaluating physiological, operational, and environmental signals according to the biological scope of claim 1, wherein the physiological signal sensor measures the following physiological signals: EEG, EMG, ECG/EKG , EOG, breathing, temperature, heartbeat, GSR, BVP. 依據申請專利範圍第1項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃系統,其中該生物及環境訊號擷取模組之訊號處理器係為取樣裝置、濾波裝置任至少其中一者。An automatic operation planning system for evaluating the physiological, operational and environmental signals according to the biological scope of the application, wherein the signal processor of the biological and environmental signal acquisition module is at least a sampling device and a filtering device. One of them. 依據申請專利範圍第1項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃系統,其中該資料庫所提供的生產製造相關資訊,係包括生產資訊、作業員資訊、機台資訊。An automated operation planning system for assessing physiological, operational, and environmental signals according to the biological scope of claim 1, wherein the database provides manufacturing related information, including production information, operator information, and machine information. News. 依據申請專利範圍第1項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃系統,其中該績效評估指標計算模組所轉換成之績效評估指標係至少分成下述四類:其一:人體力學及姿勢風險相關指標;其二:人體生理、心理工作負荷相及疲勞關指標;其三:環境舒適及危害因子評估指標;其四:人員工作績效評估指標。The automatic operation planning system for evaluating the physiological, action and environmental signals according to the biological scope of the patent application, wherein the performance evaluation indicators converted by the performance evaluation index calculation module are classified into at least the following four categories: First: human body mechanics and posture risk related indicators; second: human physiological and psychological work load phase and fatigue related indicators; third: environmental comfort and hazard factor evaluation indicators; Fourth: personnel performance evaluation indicators. 依據申請專利範圍第1項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃系統,其中該自動作業規劃模組進行作業調整之相關應用,係為下述任至少其中一種應用:作業排程規劃、工作分配、失誤預防、人機互動調整。An automatic operation planning system for evaluating physiological, operational, and environmental signals according to the biological scope of claim 1, wherein the automatic operation planning module performs an operation adjustment related application, which is at least one of the following applications : Job scheduling, work assignment, error prevention, and human-computer interaction adjustment. 一種依生物之生理、動作及環境訊號進行評估之自動作業規劃方法,包括:(a)透過感測手段擷取生物體及環境的資料,並利用無線或有線網路將資料傳輸至電腦做訊號處理,不同的訊號係搭配對應之演算法及訊號處理方法;(b)將感測所得並經處理過的訊號加以轉換建立成績效評估指標;(c)提供一資料庫以提供生產製造相關資訊,以作為自動作業規劃時之參考依據;(d)藉由所述績效評估指標及生產製造相關資訊,提供給一自動作業規劃系統應用者。An automated operation planning method for assessing physiological, motion, and environmental signals of a living being, including: (a) extracting data of the living body and the environment through sensing means, and transmitting the data to the computer using a wireless or wired network Processing, different signals are matched with corresponding algorithms and signal processing methods; (b) transforming the sensed and processed signals into performance evaluation indicators; (c) providing a database to provide manufacturing related information Used as a reference for automatic operation planning; (d) provided to an automatic operation planning system application by the performance evaluation indicators and manufacturing related information. 依據申請專利範圍第8項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃方法,其中該資料庫所提供的生產製造相關資訊,係包括生產資訊、作業員資訊、機台資訊。An automated operation planning method for evaluating physiological, operational, and environmental signals according to the biological scope of the application, wherein the database provides manufacturing information, including production information, operator information, and machine information. News. 依據申請專利範圍第8項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃方法,其中該績效評估指標計算模組所轉換成之績效評估指標係至少分成下述三類:其一:人體力學及姿勢相關指標;其二:人體工作負荷相關指標;其三:環境因子評估指標。The automatic operation planning method for evaluating the physiological, action and environmental signals according to the biological scope according to claim 8 of the patent application scope, wherein the performance evaluation indicators converted by the performance evaluation index calculation module are classified into at least the following three categories: First: human mechanics and posture related indicators; second: human workload related indicators; third: environmental factor assessment indicators. 依據申請專利範圍第8項所述之依生物之生理、動作及環境訊號進行評估之自動作業規劃方法,其中該自動作業規劃系統之應用,係為下述任至少其中一種應用:作業排程規劃、工作分配、失誤預防及人機互動調整。The automatic operation planning method for evaluating the physiological, motion and environmental signals according to the biological scope according to Item 8 of the patent application scope, wherein the application of the automatic operation planning system is at least one of the following applications: work scheduling planning , work distribution, error prevention and human-computer interaction adjustment.
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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6088659A (en) * 1997-09-11 2000-07-11 Abb Power T&D Company Inc. Automated meter reading system
US6144954A (en) * 1998-01-27 2000-11-07 Li; Chou H. Automatic development of computer software
TW493072B (en) * 2001-12-26 2002-07-01 Inst Of Occupational Safety & Health Council Of Labor Affairs Method and device for monitoring the exposure mode of labor operation and personal exposure
TW200947364A (en) * 2008-05-06 2009-11-16 Yong-Quan Lin Environment monitoring and reporting integration system for machine room

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6088659A (en) * 1997-09-11 2000-07-11 Abb Power T&D Company Inc. Automated meter reading system
US6144954A (en) * 1998-01-27 2000-11-07 Li; Chou H. Automatic development of computer software
TW493072B (en) * 2001-12-26 2002-07-01 Inst Of Occupational Safety & Health Council Of Labor Affairs Method and device for monitoring the exposure mode of labor operation and personal exposure
TW200947364A (en) * 2008-05-06 2009-11-16 Yong-Quan Lin Environment monitoring and reporting integration system for machine room

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