TW201216180A - Intelligent car maintenance and management method - Google Patents

Intelligent car maintenance and management method Download PDF

Info

Publication number
TW201216180A
TW201216180A TW99134640A TW99134640A TW201216180A TW 201216180 A TW201216180 A TW 201216180A TW 99134640 A TW99134640 A TW 99134640A TW 99134640 A TW99134640 A TW 99134640A TW 201216180 A TW201216180 A TW 201216180A
Authority
TW
Taiwan
Prior art keywords
maintenance
web
car
management
repair
Prior art date
Application number
TW99134640A
Other languages
Chinese (zh)
Other versions
TWI452530B (en
Inventor
yi-long Chen
Original Assignee
yi-long Chen
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by yi-long Chen filed Critical yi-long Chen
Priority to TW99134640A priority Critical patent/TW201216180A/en
Publication of TW201216180A publication Critical patent/TW201216180A/en
Application granted granted Critical
Publication of TWI452530B publication Critical patent/TWI452530B/zh

Links

Landscapes

  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

This invention relates to an intelligent car maintenance and management method, which mainly uses network technologies (such as cloud, web, web2) to form a car maintenance expert system through the maintenance techniques and experiences in treating various problems encountered in car maintenance, such as how to judge the cause of failure, maintenance problems of various car types, and how to eliminate the failure causes, etc. Inference mechanism is used to list, through analysis operation, all failure causes with failure percentages for the failures that the user inputted, so as to enable the user to inspect and detect in sequence; this will save a great amount of searching time of the maintenance personnel. After the maintenance is finished, each maintenance record is automatically transmitted to an intelligent cloud program to add one more data information making the inference mechanism quicker and more accurate. To collocate with the business need of car service provider, the car maintenance system in service workshops can be added with management functions, which include maintenance management system, client resource management system, car insurance management system, accounting system, parts inventory management, supplier management system, employee performance management system, etc. enabling the service provider to tackle various management needs for operating the company and to accelerate mutual support or supply the equipment or parts between peers through the information exchange of network. This invention not only promotes the expertise technology, but also has the functions of business operation and management.

Description

201216180 六、發明說明: 【發明所屬之技術領域】 本發明係有關於一種智慧型汽車維修及管理方法,其主要 係利用網路技術(如雲端、web、web2),將大量的汽車維修所遇 到的各種故障問題及解決方法彙整至雲端知識庫,並配合推理 機制,匯集成-智慧型汽車維修專家系統,且供使用者不斷傳 送維修數據,提升推理機制之正確性及準確性。 【先前技術】 有鑑於傳統修配廠技術資源不足,所聘技術人員多為技職 學校之畢業生,訓練方式大多採經驗傳承,係由較具資深經驗 之老手,藉由實務操作教導新手,使新手經由長時間操作(至少 需三年以上),進而累積實務經驗,從中學習維修汽車的專業技 術,且汽車維修之學問博大精深,維修人員須了解車體的構造 ^成車體物,樹爾蝴蝴題,而且各 =的特性、零件、系統(點火系統、汽油系統...等)都有差 ^所以就算是經驗老到的魏老手,面對不_ =障問題,也不見得可以馬上判斷出故障的原因,還是需要 將車體的零件拆解再經由測运疋而要 斷車子,,可能二 對於經驗豐ww=行 201216180 維修處理,若遇到經驗不足的維修人員,不僅需耗費較多時間 維修’且也不-定可以將汽車故障的問題完全解決,尤其在檢 泰過財如果觸錯誤,更換沒有問題的零件,料費者而 t問題健存在,卻在無形巾增加—筆修車費用,相當困擾, 所以要培養可獨當-面的維修人員,非常耗時費力。 再者,對於維修人員而言,專業技術幾乎都是藉由實務操 • 作及經驗累積而成,一旦遇到未曾碰過的問題時,大多求助於 有遇過類似問題或曾維修過此車種的技術人員,作為車子維修 之參考,所以維修人員常會互相交流經驗,累積不同知識及經 驗,但藉由口耳相傳,不僅吸收速度較慢,得到的答案也不一 定準確’在實_作上仍_4重’―旦保修叙水準不足, 容易產生之缺失情況如下: 鲁 (一)維修人員經驗不足,容易造成誤判的情況,使消費者 增加修車成本,導致消費者對業者之信心大打折扣。 (二)消費者對本身的車況及特性不了解,對於使用上的故 障或缺失相當困擾,若維修人員無法找出故障的確實原因,而 不斷反覆修理同一問題,對消費者而言非常麻煩不便。 (二)業者之營運管理牽涉多方層面,例如:會計、人事、 零件及廠商管理…等,必須藉由人員之交叉管理運作,相當複 雜且麻煩,容易造成管理上之缺失。 [S] 4 201216180 。發明人鱗Π從佩轉修、鱗之i作,深 貝之培育W人員姆树,容易產生= 的块差,導晴者犧,亦魄蝴輸所需,於曰 ^極力苦雜決之道,舰合树之專纽乡年麵工作經驗疋 終於在歷域次的改良設計,且顿的修正革新而有本發明之誕 生。 *201216180 VI. Description of the Invention: [Technical Field of the Invention] The present invention relates to a smart car repair and management method, which mainly utilizes network technologies (such as cloud, web, web2) to meet a large number of car repairs. Various fault problems and solutions are collected into the cloud knowledge base, and combined with the reasoning mechanism, the intelligent vehicle maintenance expert system is assembled, and the user continuously transmits the maintenance data to improve the correctness and accuracy of the reasoning mechanism. [Prior Art] In view of the lack of technical resources of the traditional repairing plant, most of the technical staff hired are graduates of vocational schools. Most of the training methods are based on experience. It is taught by veterans with more experienced experience to teach novices through practical operations. Novices have long-term operation (at least three years or more), and then accumulate practical experience, learn the professional skills of repairing cars, and the knowledge of car maintenance is profound and profound, maintenance personnel must understand the structure of the car body into a car body, Shuerhu The problem, and the characteristics, parts, systems (ignition system, gasoline system, etc.) of each = have a difference ^ so even if the old veteran experienced, face not _ = obstacle problem, it is not necessarily right Judging the cause of the failure, it is necessary to disassemble the parts of the car body and then break the car through the measurement and transportation. It may be necessary for the maintenance of the experienced maintenance ww=201216180. More time to repair 'and not - can completely solve the problem of car breakdown, especially in the case of checking the Thai money if you touch the wrong, replace the parts without problems Material fee person and t health problems exist, but an increase in intangible towel - pen repair costs, quite troubled, so culture can be alone when - maintenance staff face, very time-consuming. Moreover, for maintenance personnel, almost all of the professional skills are accumulated through practical operations and experience. When encountering problems that have not been encountered, most of them resort to similar problems or have repaired this type of vehicle. The technical staff, as a reference for vehicle maintenance, so maintenance personnel often exchange experience and accumulate different knowledge and experience, but by word of mouth, not only the absorption speed is slow, the answer is not necessarily accurate. Still _4 heavy '------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- discount. (2) Consumers do not understand their own car conditions and characteristics, and are very troubled by the failure or lack of use. If the maintenance personnel cannot find out the exact cause of the failure, and constantly repair the same problem, it is very troublesome for the consumer. . (2) The operation management of the operators involves various aspects, such as accounting, personnel, parts and vendor management, etc., which must be operated by the cross-management of personnel. It is quite complicated and troublesome, and it is easy to cause a lack of management. [S] 4 201216180. The inventor's scales were changed from Pei, and the scales were made. The deep shells were cultivated by the W-Men tree, which was easy to produce the block difference of the =, and the guide was sacrificed, and it was also necessary for the loss of the butterfly. Dao, the ship's work in the New Year's hometown of the ship is finally improved in the history of the domain, and the revision of the innovation has the birth of this invention. *

【發明内容】 本發明係麵於-種智_汽車祕及管理方法,其主要 係利用網路技術(如雲端、web、讀),將汽車維修薇所遇到的 各種問題’例如··如何判斷汽車故障的原因、各種車款的維修 問題、排除汽車轉的方法’藉由業界專業人士提供汽車故障 的檢測方法及完制雜流程,並配合汽轉修倾之專家將 多年的經驗及技術全部數據化,而統整成—智慧型汽車維修專 家系統,只要一般使用者查詢故障問題,即能由汽車維修專家 系統之推理機制,將產生故障問題之百分比依序排列顯示,可 供使用者了解汽車發生故障的原因有哪些,且能藉由智慧型汽 車維修專家系統之轉介功能,而能將網路上之一般使用者轉介 紹給專家使用者,具有資訊交流之功能。對於專家使用者(保修 廠)’係提供維修人員解決問題的方法或步驟流程及小秘訣,使 維修人員依據智慧型汽車維修專家系統之判斷進行汽車故障維 201216180 而f =速排除汽車故障的問題’減少維修人員因瘦驗不足 而浪費杉日铜财 馳 ^驗不足 性能而發生音外,而^ 員因不了解車子的 4,而能提升維修廠的 時節省消費者不 政羊及女全性,同 修廠内之維修系统力—。。、配合業者營運需求,可在保 理需求,例如:维佟〜^ 呂運所*的各種管SUMMARY OF THE INVENTION The present invention is related to the "genuine _ car secret and management method, which mainly uses network technology (such as cloud, web, read), the various problems encountered by the car repair Wei", for example, how Judging the causes of car breakdowns, the maintenance problems of various vehicles, and the method of eliminating car rotations. 'Professionals provide vehicle fault detection methods and complete miscellaneous processes, and cooperate with steam transfer experts to have years of experience and technology. All data is transformed into a smart car maintenance expert system. As long as the general user queries the fault problem, the inference mechanism of the vehicle maintenance expert system can display the percentage of the fault problem in order, which is available to the user. Understand the reasons for the car's failure, and through the referral function of the intelligent car repair expert system, the general user on the network can be introduced to the expert user, with the function of information exchange. For expert users (warranty factory), the method or step procedure and small tips for providing maintenance personnel to solve problems, so that maintenance personnel can carry out vehicle failure dimension 201216180 according to the judgment of intelligent vehicle maintenance expert system and f = speed to eliminate the problem of automobile failure 'Reducing the maintenance personnel due to lack of thinness and wasting the solar energy of the cedar copper and the lack of performance, but the staff member can improve the maintenance factory when saving the maintenance factory, saving consumers and women. Sex, the maintenance system force in the factory. . In line with the operational needs of the operators, they can be used for factoring, for example: Weiwei~^ LV Yun*

管理系統、會計系資源管理系統、驗車保險 員件庫存官理系統、供應商管理系統、 糸統...等,且能透過網路之資訊交流,加逮孝者 ^的儀_借或零件買賣,不僅使同業間之資源互^者 _讀麵奴叙縣,亦輯加業麵狀人。 =:汽車維修之專業技術,架構成-套全方位智慧型 、、’” 服務平台,讓技術知識與經驗累積的價值變得更 廣,乏、貫用’謂_立轉献技術人貞絕大部份的問題。 【實施方式】 本發明係由發日狀以摘專家之水準,_電腦程式並架 構於網路雲端之_(智慧型汽車維修專家㈣),肋解決汽車 維修領域中的種種__,而驗知識與資訊更迅速、更方 便取得’且妨轉料H纟祕透料車_廠的專業 知識及H而赌知識之程式,可解決大科汽車維修及保 紅問題’尤其本系統(智慧型汽車維料家系統)架設於雲端祠 器同時以知識法則為依據進行推理方式之智慧型雲端 201216180 式,而f端轉主要分為五個部份,請參閱第-圖所示: ⑴农端知解11 :儲存龐大資料,而能提供維修人員解決問題 - 之知識及資訊,並當維修完成後,每筆維修 记錄會自動傳送至智慧型雲端程式,增加一 數據資料使推理機制更快速準確。 ⑵农端推理機12:制的是綱式知識應㈣統也It是規則式 # 專家系統’其内部知識以「IF · · THEN · ·」 的規則方式表示,當事件發生時,被改變的 事實(Fact)可被作為知識推論的依據,透 過推論引擎針對這些事實,推論儲存於知識 庫中的規則式知識,透過這些規則做前向 (Forward)的推論’取得最後的推論結果, •係供控制維修問題之推理過程。 ⑶雲端朗者介面13:其·供娜顏者友善的解釋說明及 諮詢功能之介面。使用者在平台問題查 S旬時’先以關鍵字比對,再跳出選項視 窗確認問題選項’進入選項後即進行問 題分析,從汽車維修知識庫執行邏輯推 理分析統計比對程式,將比對分析出的 資訊顯示統計數,作為優先選項,在專 201216180 家會員可列出檢查步驟方法位置數值 使用工具儀器及注意事項。再由專家會 員檢查完之後確認檢查事項,若檢查結 果與數值相符無故障現象,即進行次統 計數之建議選項,一樣列出檢查步驟方 法位置數值使用工具儀器及注意事 • 項。再由使用者檢查完之後確認檢查事 項,若檢查結果與數值不符即判定為故 障’就進行維修或更換。 ⑷雲端知識擷取介面U:可將汽車維修f理知鱗23之維修 明細(圖中未顯示)加上Γ問題描 述」,即能上傳轉入雲端知識庫U ; ⑩ 方便使用者依「問題描述」,找_ 需的維修資料,並提供編輯、增修知 識庫功能之介面。 ⑸雲端作記憶區15 :暫存並處理推料程巾之事實。 接著,請繼續參閱第二圖所示,係本發明之智慧型汽車維 修管理系統之使用示意圖,其係為保修薇之内部管理系統,可 供維修人員新建及查詢客戶資料,再藉由智慧型汽車維修管理 系統2a之資料庫功能,而能進行汽車保養維修之作業,同時可Management system, accounting department resource management system, vehicle insurance inspector inventory management system, supplier management system, 糸 system, etc., and can exchange information through the network, add the filial piety ^ _ or The sale of parts not only makes the resources of the industry interoperable with each other _ read the nouns of the county, but also the face of the industry. =: The professional technology of automobile maintenance, the frame constitutes a set of all-round intelligent, and '" service platform, which makes the accumulated value of technical knowledge and experience become wider, and lacks the use of technology. Most of the problems. [Embodiment] The present invention is based on the standard of the Japanese, _ computer program and built in the network cloud (smart car maintenance expert (four)), rib to solve the field of car repair All kinds of __, and the knowledge and information are faster and more convenient to obtain 'and can be transferred to the H 纟 secret car _ factory's professional knowledge and H gambling knowledge program, can solve the problem of big car repair and red protection' In particular, the system (smart car maintenance system) is installed in the cloud device and the intelligent cloud 201216180 based on the knowledge rule, and the f-end is mainly divided into five parts, please refer to the figure - Shown: (1) Agricultural knowledge 11: store huge information, and provide maintenance personnel to solve problems - knowledge and information, and when the repair is completed, each maintenance record will be automatically transferred to the smart cloud program, adding a data Data The reasoning mechanism is faster and more accurate. (2) The agricultural inference engine 12: The system is the knowledge of the class (4) The system is also the rule type # Expert system 'the internal knowledge is expressed in the rules of "IF · · THEN · ·", when the event When it occurs, the changed facts (Fact) can be used as the basis for knowledge inference. Through the inference engine, these rules are used to infer the rule-based knowledge stored in the knowledge base, and through these rules, the forward inference is made. The inference result, • is the reasoning process for controlling maintenance problems. (3) Cloud Langer Interface 13: The interface for the friendly explanation and consultation function of Na Yan. When the user checks the platform problem, the user first compares the keyword and then jumps out of the option window to confirm the problem option. After entering the option, the problem analysis is performed, and the logical inference analysis and statistical comparison program is executed from the vehicle maintenance knowledge base. The analyzed information shows the statistics, as a priority option, in the 201216180 members can list the check method method position value using tools and precautions. After the inspection by the expert member, the inspection items are confirmed. If the inspection result is consistent with the numerical value, the recommended option for the secondary counting is listed. The inspection step method position value is used to use the instrument and the precautions. After the user checks it, the inspection is confirmed. If the result of the inspection does not match the value, it is determined to be defective. Repair or replacement is performed. (4) Cloud knowledge acquisition interface U: You can add the maintenance details of the car repair f (the figure is not shown) to the cloud description knowledge base, which can be uploaded and transferred to the cloud knowledge base U; ", find the required maintenance information, and provide an interface for editing and updating the knowledge base function. (5) The cloud is used as the memory area 15: the fact that the paper towel is temporarily stored and processed. Next, please refer to the second figure, which is a schematic diagram of the use of the smart car maintenance management system of the present invention, which is an internal management system of the warranty, which can be used by maintenance personnel to create new and inquired customer data, and then by smart type. Car maintenance management system 2a database function, and can carry out car maintenance and repair work, at the same time

201216180 ,接web $ f'型汽車維修專家祕2,伽維修人員了解排除故 章檢則乂驟及方法,協助維修人員排除汽車故障問題,提供 保修廠及祕人員鼓健之能力,因此當車子進場保養或維 修時,其作業流程如下: )先登入智慧型汽車維修管理系統%,而能查詢客戶資料 2〇1及新建客戶資料2〇2,且能依薇牌、型式、車牌號碼、 車主姓名、電話、地址,快速查詢客戶維修紀錄及建議雉 修事項。 )藉由客戶資源管理#料庫21及驗車保險麟㈣,可提 不客戶生日、檢驗咖日、保險職日及系統推算的下次 保養到期日是否接近。 二)再經由車輛保養資料庫22、維修管理知識庫23,而能針 對本次保養或維修之需求’進行f料查詢及維修注意事 項,藉㈣統提供之資訊,可顯林德養應更換之零件 或上次維修之建議及處理情況,藉以幫助維修維修人員了 解汽車狀況,再進行維修保養21〇。 (四)當進行維修保養210時, 庫26查詢取得。 所需之零件可由零件庫存資料 、立彡若進行維修保養 入 τ便用者可web註冊登 2〇至-智峨車轉專咖h能藉由web 201216180 智慧型汽轉料家系統2之知識庫及推_制,係能 依照可能發纽__百分輯列,供制者參考並 判斷汽車產生轉_素,並提供_之步驟及方法, 進而完成維修保養211之工作。 (六)當完成維修保養211後,使用者可將該筆轉記錄上 傳至web g慧型a車維修專家系統2,而能不斷更新web 智慧型汽轉料㈣、統2之雜_,錢系統之推 理機制更為完善準確。 關於使用者於web註冊登入2〇成為會員,請繼續參閱第三 圖所示’該web註冊登入20之一般會員1〇1即能藉由_智慧 型汽車維修專家纽2之魏’ 了解汽車故_因,且該_ 智慧型汽車維修專家祕2,係由將各種汽車故障的原因,以及 產生汽車故_對應的料或祕,藉由專業人員的豐富經驗 及以往的維修紀錄’將紐結集上傳統合成-準確的web智慧 型汽車維修專家系統2,而能提會員1G1瞭解汽車故障的原因及 零件耗損的程度’而專家會員1〇2除可了解汽車故障原因,更 能翻web智慧型汽車維修專家系統2快速判斷汽車故障的原 因及維修方法,並獲得解決故障問題之維修步驟及方法,提高 /飞車維修保養之工作效率 ,使用之流程如下, (1)當使用者於web註冊登入20成為會員,該筆會員資料 201216180 即會傳送至web客戶資源管理系統!,再經由_客戶資源管理 系統1之分級管理,判斷使用者之會員等級為-般會員101或 專家會員102。 ⑵-般會員1G1可將自己的車子車籍資料略廠牌、型 式年伤排氣置、里程數、cc數)輸入呢”慧型汽車维修專 家系統2。而專家會員⑽可利用選取_車籍資料叫如薇牌、201216180, pick up the web $f' type car maintenance expert secret 2, gamma maintenance personnel understand the rules and methods for eliminating the rules and regulations, assist the maintenance personnel to eliminate the car failure problem, provide the ability of the warranty factory and the secret personnel, so when the car When entering the maintenance or repair, the operation process is as follows:) First login to the smart car maintenance management system%, and can query customer information 2〇1 and new customer information 2〇2, and can follow the card, type, license plate number, The owner's name, phone number, and address can be quickly checked for customer maintenance records and recommended repairs. With Customer Resource Management #库库21 and Vehicle Insurance Lin (4), it is possible to mention whether the customer's birthday, inspection coffee day, insurance day and system's next maintenance due date are close. 2) Through the vehicle maintenance database 22 and the maintenance management knowledge base 23, the requirements for the maintenance or repair can be carried out to make inquiries and maintenance precautions, and the information provided by (4) can be changed. The recommendations and handling of the parts or the last repair, in order to help the maintenance and repair personnel understand the condition of the car, and then carry out maintenance and repair 21〇. (4) When the maintenance is performed 210, the library 26 queries for the acquisition. The required parts can be repaired by parts and materials, and can be used for maintenance and repair. If you want to use it, you can register it on the web. You can use the web 201216180 to know the knowledge of the smart steam transfer system. The library and the push system can be based on the possible __% of the series, the supplier can refer to and judge the car to produce the conversion, and provide the steps and methods to complete the maintenance and repair 211. (6) After the maintenance and repair 211 is completed, the user can upload the pen transfer record to the web g-type car repair expert system 2, and can continuously update the web smart steam transfer material (four), the system 2 miscellaneous _, money The reasoning mechanism of the system is more complete and accurate. Regarding the user's login to the web as a member, please continue to refer to the third figure. 'The general member of the web registration login 20〇1 can learn about the car by _ smart car maintenance expert New 2's Wei' _, and the _ intelligent car repair expert secret 2, is the cause of various car failures, as well as the production of the car _ corresponding materials or secrets, through the professional experience and past maintenance records 'to tie the knot On the traditional synthesis - accurate web smart car repair expert system 2, and can mention the member 1G1 to understand the cause of the car failure and the degree of parts wear 'and expert members 1 〇 2 in addition to understand the cause of car failure, more can turn the web smart The vehicle maintenance expert system 2 quickly judges the cause of the vehicle failure and the maintenance method, and obtains the maintenance steps and methods for solving the problem of the failure, and improves the work efficiency of the maintenance of the vehicle. The usage process is as follows: (1) When the user registers with the web Login 20 becomes a member, the member information 201216180 will be transmitted to the web client resource management system! Then, through the hierarchical management of the customer resource management system 1, it is judged that the user's membership level is the general member 101 or the expert member 102. (2)--Member 1G1 can input its own car information, label type, type of annual injury, mileage, cc number) "Hui type car maintenance expert system 2. And expert members (10) can use the selection _ car The information is called Ruwei,

型式、年份、排氣量、里程數、數)輸入至web智慧型汽車維 修專家系統2。而該web智_汽車維修專㈣統2即會針對 _車㈣料1G分析縣,樣於縣上顯林:域養建議或 應更換之零件…等建議。 ⑶再將web本次故障問題3輸入(或查詢)冊乜智慧型汽車 維修專㈣統2 ’並經由智慧型後,而能_分析故障原因 4 ’其係依照可能發生原因的百分比排列,供維修人員(會員)參 考並判斷汽車產生故障的因素。 ⑷田web分析故障原因4後,一般會員遍若須解決問題 即可透過㈣會員轉餘_,將—般會員m之需求訊息傳 送至web客戶資源管理系統1,而能查詢到鄰近的專家會員102 之貝訊’叫求幫助’而專家會員處同樣可细web會員轉 介系統112提供一般會員101之訊息,進而由web客戶資源管 系'’先1待纟而月匕主動與鄰近之一般會貞m聯繫,達到解 201216180 决般會貝101之問題,亦能拓展專家會員1〇2之服務。 ⑸了解web分析故障原因4後,專家會員i〇2可獲得系統 ‘ ”拉之_維修方式5供專家會員⑽進行排關題及了解維 - 修步驟’此部份則會依照可能故障原因之百分比顯示,使專家 θ員102可依序進行檢測,並提供維修之步驟及方法,使經驗 不足之專家會員102,仍可獨立完成汽車保修之作業。 • ⑹當進行_維修方式5時,系統會提供web維修小秘訣 5〇 ’其係由各獨立保修廠之專業師傅,依據經驗針對任意車種 之特殊狀況(原薇必需整套更換的零件),可單獨更換料零件 或技術調整,即能回復功能,降低車主的維修費用且能快速完 成修護作業。 ⑺專家會員102維修完成6後,則該次的輸己錄會自動 鲁 上傳至_智慧型汽車維修專家系統2,提供-統計數據,使系 a之貝料庫獲取更多更新的資料,作為_智慧型汽車維修專 家系統2學習與經驗值及相_計之用。 ⑻若web維修產生問題6〇(如缺零件、缺診斷儀号、專用 工具' 無法判斷故障·.·等因素),則需經由_更新維修程序64 後’才能上傳至web智慧型汽車維修專家系統2,請配合參閱第 四^所示’當web轉產生問題6G,祕可透過連接_網路 貝綠系統61之web零件流通網⑽、_儀器統整網川作連 201216180 結,而能藉由纟鹏取郷修所需之零件及細,梅域方便, 而該次處理_息會_至web桃_ 62,娜送至更新維 修程序64,最後再傳至web智慧型汽車維修專家系統2 ’以便 更新系統資料庫之轉紀錄數據。若還是無法触_維修產 生問題6G時,同樣利用web網路資源系統61,將問題傳送至 喊需求管理資料庫63,藉由web專家回覆機制631及_系 統管理人員632之功能,而能快速解決問題,並將處理後之資 訊,傳送至web系統統整62,再回覆至web更新維修程序6心Type, year, displacement, mileage, number) are input to the web smart car maintenance expert system 2. And the web wisdom _ car repair special (four) system 2 will be directed to _ car (four) material 1G analysis county, sample in the county Xianlin: domain maintenance recommendations or parts should be replaced ... and so on. (3) Then enter the web fault problem 3 (or query), the smart car repair special (four) system 2 ' and after the smart type, and can analyze the fault cause 4 ', according to the percentage of possible causes, for Maintenance personnel (members) refer to and judge the factors that cause the car to malfunction. (4) After the web analysis of the cause 4, the general member can solve the problem through (4) member transfer _, the general member m demand message is transmitted to the web client resource management system 1, and the neighboring expert member can be queried. 102 Beixun 'call for help' and the expert member office can also provide the general member 101 message through the web member referral system 112, and then the web client resource management department ''first 1 waiting for the month and the proactive and neighboring general I will contact you to reach the solution of 201216180 and will be able to expand the service of expert members. (5) After understanding the cause of the web analysis failure 4, the expert member i〇2 can get the system ' ” pull _ maintenance mode 5 for expert members (10) to carry out the clearance questions and understand the dimension - repair steps 'this part will be according to the possible failure reasons The percentage display allows the expert θ staff 102 to perform sequential inspections and provide maintenance steps and methods so that the inexperienced expert member 102 can still independently complete the vehicle warranty operation. • (6) When performing _ maintenance mode 5, the system Will provide web repair tips 5 〇 'The department is the professional master of each independent warranty factory, according to the experience of the special conditions of any vehicle type (original Wei must complete the replacement parts) Function, reduce the maintenance cost of the owner and can complete the repair work quickly. (7) After the expert member 102 has completed the repair, the transfer will be automatically uploaded to the _ smart car repair expert system 2, providing - statistical data, Make the database of the a library to obtain more updated information, as the _ smart car maintenance expert system 2 learning and experience value and phase. (8) If the web repair production Question 6〇 (If the missing part, the missing diagnostic number, the special tool 'cannot judge the fault ··· and other factors), you need to update the maintenance program 64 after the _ update to the web smart car repair expert system 2, please cooperate See the fourth ^ shown 'when the web turns to generate the problem 6G, the secret can be connected through the connection _ network green system 61 web parts distribution network (10), _ instrument unified network network to join the 201216180 knot, and can be taken by 纟鹏The parts and details required for repairing, Mei domain is convenient, and the treatment will be _ _ _ _ web peach _ 62, Na sent to the update maintenance program 64, and finally passed to the web smart car repair expert system 2 ' to update The system database transfer record data. If it is still unable to contact _ repair to generate problem 6G, the same use of web network resource system 61, the problem is transmitted to the call demand management database 63, through the web expert reply mechanism 631 and _ system management The function of the staff 632, and can quickly solve the problem, and transfer the processed information to the web system to complete 62, and then reply to the web update maintenance program 6

並將更新祕程序64再傳蝴web智慧型汽車祕專家系統 2,使_智慧型汽車維修專家系、統2之資訊更為完善準確。 其次,本系統係_於雲端,並具有龐大且完整之知識庫 及嚴謹的推理程序,足以應付費時且複雜度較高紅作,亦能 依據使用者輸人之特徵來判斷結果,例如:依據使用者輸入之 車況進行推論,而賴示故_朗,近似於人腦解決問題的 〜考模式且其效如同人類專家—般’能對汽車維修保養之 領域進行分析、解觀觸參考的電腦程式。 再者本發明之重點在於,該智慧型汽車維修專家系統2 具備有二十年以上之維修技術及修車經驗,幾乎能解決大部分 維修人員之問題’進而能輔助維修人員在實務上應用之需求, 幫助維修人員判斷汽車故障的原因,避免錯誤的判斷造成消費 [s] 201216180 之知失’且能提供維修新手了解汽車故障問題,而能 ^驗㈢加專業能力,並藉由使用者不斷將各種薇牌車子之 隹ϋ兄及結果傳送至資料庫,使資料庫藉由大量的統計數 β、、;故問題的判斷更為快鱗確’同時該更多排除問 β 、气所以本發明提供之維修方法,可處理大部分之汽車 手而成供保修薇及維修人員獨立作業。 。接著η月參閱第五圖所示,—般保修薇(專家會貞搬)使用 =慧〜車維修官理系統2 a (如第二圖所示),能與w吐智慧型 八車維修專樣統2連結(圖中未顯示)使用,以便進行汽車維 修=,而該智慧型汽車維修管理系統2a用在保修廠,包含有 以下資料庫,提供業者查詢運用·· 卜客戶資源管理資料庫21 ··客戶基本資料(出生年月日、地址、 電話..等)及(車款、零件、保險、資訊… 等)。 2、車輛保養資料庫22 :車 午保養時間表、客戶車輛保養資 ς他 料及車柄_交車剩餘時間管控。 (傳恤㈣罐資料 及記錄。 4、驗車保險#料庫24:保險項目與價格資料、客戶專屬保險資 201216180 5、 各車崎料庫25:專縣辆知識。 6、 零件庫存管理資料庫26:零件庫存管理、供應商價格比價 7、 供應解理資_ Π=件以繼價提示 '、〜商各零件品質、價格與供貨速度 保固内容等權重。 8、 績效管师編··輪人員㈣U質與量)。 ② 中古車銷售績效。 ③ 保險承攬績效。 ④ 車輛維修介紹獎勵。 9、會計管理資料庫29 :客 、 賈心丰及收費記錄、人員薪資管 理、獎金計算方式...等。 另外,本發明具有保修廠營運所需之管理 資料庫分別管理客戶資料 :用各種 理…等,转業者管理人員及經#客戶所· 、,貝‘ 用者内部獨立使用,若庫為使 勤eb智慧型汽車維修專家系統_===料 借、w#,-物品流通市場 方便業者快频騎t轉麟 比处η妞夂说令件快速售出,使雙方 白月,互相各取所需,同時增加額外收人。 助業者管糊繼,彳目她2= 201216180 業環境。 其次,本發明使用時係分級為—般使用者及專家使用者, 而-般使用者之使用介面,請參閱第六圖所示,該使用者可由 網路輸入個人資料web註冊登入2〇成為會員,藉由將車籍資料 輸入至Web客戶資源管理系統1,即能輸入web本次故障問題 3(或以關鍵字查詢),再透過_智慧型汽車維修專家系統^之 推理分析運算後,而能_分析故_因4,並依序顯示出故障 生之百刀比,供使用者作為故障判斷之參考,使用者更 可彻㈣雲端知識庫11做線上學習110,進而了解汽車維修 1題判斷及如何排除故障...等,增進汽車領域相關知識,同 之1笼線上’則驗U1 了解自我專業程度,而能測驗出使用者 雜,供使用者提升專業技能並成為專家使用者之平台。 績效峨,输靖娜_題進行 錯誤1=第:圖所示,該維修績效仙分為良好41及 誤 ’、’、、心己錄於績效管理資料庫28,而發生錯 42為零件421之因^!將績效填入績效管理資料庫28,姆若錯誤 將修正結=貝#庫27做修正,再 考數據。 、’,作為業者評估績效之參 201216180 關於客戶服務管理之介面,請參閱第八圖所示 ,該客服追 蹤500之項目設置有定期電話追蹤5〇1及客訴追蹤5〇2,提供業 者檢視維修技師42G績效及零件421優劣之參考,並記錄於績 效管理資料庫28 ’作為評估維修人員能力及教育訓練之依據, 而零件421之優劣則記錄於供應商管理資料庫27,可供業者作 為下次進貨之參考及零件保固追蹤。And will update the secret program 64 and then pass the web smart car secret expert system 2, so that the information of _ smart car maintenance expert department, system 2 is more complete and accurate. Secondly, the system is in the cloud, and has a large and complete knowledge base and rigorous reasoning procedures, which are sufficient for paying for time and complexity, and can also judge the results according to the characteristics of the user input, for example: The user input of the car condition is inferred, and the reason is that it is similar to the human brain to solve the problem of the test mode and its effect is like a human expert--a computer that can analyze and solve the problem in the field of car maintenance and repair. Program. Furthermore, the focus of the present invention is that the intelligent vehicle maintenance expert system 2 has more than 20 years of maintenance technology and experience in repairing the vehicle, and can solve the problem of most maintenance personnel, and can assist the maintenance personnel in practical application. Demand, help maintenance personnel to determine the cause of the car failure, to avoid the wrong judgment caused by the consumption [s] 201216180 knowing the loss and can provide maintenance novice to understand the car failure problem, and can test (3) plus professional ability, and by the user constantly Transfer the brothers and the results of the various Wei brand cars to the database, so that the database is based on a large number of statistics β,; therefore, the judgment of the problem is faster and more accurate. At the same time, the more excluded the question β, the gas, so this The invention provides a maintenance method that can handle most of the automobile hand for the warranty and maintenance personnel to work independently. . Then η month see the fifth picture, the general warranty Wei (experts will move) use = Hui ~ car maintenance official system 2 a (as shown in the second figure), can with the spit wisdom eight car repair The sample system 2 link (not shown) is used for car repair=, and the smart car maintenance management system 2a is used in the warranty factory, and includes the following database to provide the operator for querying and using the customer resource management database. 21 ··Customer basic information (date of birth, address, telephone number, etc.) and (car, parts, insurance, information, etc.). 2, vehicle maintenance database 22: car maintenance schedule, customer vehicle maintenance ς other materials and handle _ delivery time control. (Transmission (4) tank information and records. 4. Vehicle inspection insurance #库库24: Insurance items and price data, customer-specific insurance funds 201216180 5. Various Cheqi material library 25: Special county knowledge. 6. Parts inventory management information Library 26: Parts inventory management, supplier price comparison 7, supply solution _ Π = pieces with the price prompt ', ~ business parts quality, price and delivery speed warranty content and other weights. 8, performance management division · · Wheel personnel (four) U quality and quantity). 2 Middle car sales performance. 3 Insurance contract performance. 4 Vehicle repair introduction rewards. 9. Accounting Management Database 29: Guest, Jia Xinfeng and charging records, personnel salary management, bonus calculation methods, etc. In addition, the present invention has a management database required for the operation of the warranty factory to manage the customer data separately: using various management, etc., the transfer manager and the user are independently used internally by the customer, and if the library is used Eb intelligent car maintenance expert system _=== material borrowing, w#,- goods circulation market, convenient for the industry, fast-paced riding t-lin than the η girl, said the order quickly sold, so that the two sides, each other Need, while adding extra income. The assistants continued to follow suit and noticed her 2=201216180 industry environment. Secondly, the present invention is classified into a general user and an expert user, and the user interface of the general user, as shown in the sixth figure, the user can enter the personal data web registration login 2 by the network. By entering the vehicle information into the Web client resource management system 1, the member can input the web fault problem 3 (or query by keyword), and then through the inference analysis operation of the smart car maintenance expert system ^ And can analyze _ _ _ _ 4, and in order to show the fault of the hundred-knife ratio, for the user as a reference for fault diagnosis, users can more thoroughly (four) cloud knowledge base 11 to do online learning 110, and then understand the car repair 1 Judging and troubleshooting problems, etc., to improve the knowledge of the automotive field, the same as the 1 cage line, then U1 to understand the level of self-professional, and can test the user miscellaneous, for users to enhance professional skills and become an expert user Platform. Performance 峨, lose Jingna _ questions to error 1 = the first: the figure shows that the maintenance performance is divided into good 41 and wrong ', ',, the heart has been recorded in the performance management database 28, and the error 42 is the part 421 The reason ^! Fill the performance into the performance management database 28, M Ruo will correct the knot = Bay # library 27 to make corrections, and then test the data. ', as the industry's evaluation of performance participation 201216180 About the customer service management interface, please refer to the eighth picture, the customer service tracking 500 project set up regular telephone tracking 5〇1 and customer complaint tracking 5〇2, providing the industry view The service technician 42G performance and the reference of the strengths and weaknesses of the parts 421 are recorded in the performance management database 28' as the basis for evaluating the maintenance personnel's ability and education, and the advantages and disadvantages of the parts 421 are recorded in the supplier management database 27, which is available to the industry. Reference for next purchase and part warranty tracking.

針對公司營運管理部份,本發明設置有管理功能之介面, 請參閱第九圖所示,該管理功能8分為五大管理系統:分別為 客戶專業管理系統81、員工績效管理系統82、供應商品質管理 ^統83、特庫存管理編4、獎金卿管理錢μ,而能依 管理者開放之管理權限8〇,分配給特定人員管理使用: ⑴客戶專業管理系統81(如第十圖所示):藉由客戶接收資 齡道_、車輛使用81 i及消費習慣812(如保險、零件··等), :匯整成客戶資源管理資料庫21配合車輛保_庫a及驗 保養資料庫24進行交叉比對運算後,可顯示客戶下次保養時 二伴=树㈣⑽卿、物⑽蚊汽車保險 :等㈣’以提升服務品質,並可供她增客戶的興趣喜 提卿讀,㈣減客戶㈣㈣及車子狀況, 何供即時的專業建議。 圖所不):管理人員藉由 (2)員工績效管理系統82(如第十一 201216180 每次維修績效評比82〇、其他業務績效821及客訴評比績效 822配σ會。十官理系統823,作為人員薪資獎金發放⑽之獎 勵參考。 (3)供應商σσ質官理系統83(如第十二圖所示):針對維修客 -斥830又貨時效性·、會計管理資料庫烈及供貨品質查核 833 ’記錄於供應商管理資料庫打,可評估每個供應商提供之產For the company operation management part, the present invention is provided with a management function interface, as shown in the ninth figure, the management function 8 is divided into five management systems: a customer professional management system 81, an employee performance management system 82, and a supply of goods. Quality management system 83, special inventory management 4, bonus management money μ, and can be managed according to the administrator's open management authority, assigned to specific personnel management use: (1) customer professional management system 81 (as shown in the tenth figure ): By receiving the customer's age _, vehicle use 81 i and consumption habits 812 (such as insurance, parts, etc.), : reorganized into customer resource management database 21 with vehicle insurance _ library a and inspection and maintenance database 24 After cross-comparison operation, it can display the customer's next maintenance when the second companion = tree (four) (10) Qing, object (10) mosquito car insurance: etc. (four) 'to improve service quality, and for her to increase customer interest Xi Tiqing, (4) Reduce customer (4) (4) and car status, and provide immediate professional advice. The map does not: the management personnel by (2) employee performance management system 82 (such as the eleventh 201216180 each maintenance performance evaluation 82〇, other business performance 821 and customer complaints performance performance 822 with σ meeting. Ten government system 823 As a reward reference for the issuance of personnel salary bonuses (10). (3) Supplier σσ quality official system 83 (as shown in the twelfth figure): for maintenance customers - 830, and timeliness of accounting, accounting management database and Supply Quality Check 833 'recorded in the supplier management database to evaluate the supply provided by each supplier

品優缺點,__供應商#級_以及縣之配合度,作為 業者營運之參考。 零件庫存官理系統84(如第十三圖所示):其係配合車輛 保養資料庫22及供應商品質管理資料庫27進行交又比對運算 後,可顯示汽車保養維修時間管控_,以利業者適時通知車主 進雜養,啊也會顯轉件存量841,祕_軸零件消耗 之狀況’健者及時補充料避免零件不足的情況產生。 ⑸獎金侧統85(如料四_示):管理者將所有營運 收入咖’包含有:中古車、保險、零件、保養維修..等 ^於關姆祕物人員、客戶、麵戶、協力單位), =會^理編23之運算,嶋放軸L使會計人員 ^迷柄輯紅_,_時蝴金 同時具傍__轉雜,避免遺辟件。 關於本發明之智慧型汽車維修管理系統實傑使用於保修廢 201216180 内時’玆將其功能及特色說明如下: [、使用料―:欠场鮮或檢騎號皆驗監理加_或監理掛 戒系統直接下載前段車主資料及車籍龍,並能依廠牌、型式、 車牌柄、車絲^、電話、地址,快速查詢客戶之 資料。 、可進行估價作業’係將客戶之估價資料、估價人員及有效期限 5己錄下來’作為下次維修之參考估價資料。 、若有上次建議事項及估價資料可—侧出並直接轉人工單,能 自動顯現客#修資料及報價資料記錄,提醒維修人員未收款 及待修資料。 不必依賴軟體 、系統列印出來的報表跟螢幕上自行設定的-樣, 公司修改。 二田、己=車主已用零件售價,供下次使用同一零件,自動出現 上-人售^ ’避免收費標準不同之困擾,且同部車維修相同零件 時’若單價不一樣,電腦會出現提示訊息。 、錄單管難可縣紅絲峡之車她行㈣,使維修人 員了解導致車輛未b絲出廠之原因 ’藉此提升工作效率。 8可透過系統的客戶維修歷史,來追蹤車輛維修後的狀 況客戶滿思度,同時列印客戶滿意度調查表,並將追縱的狀 兄轉^效&理資料庫、進銷存管理、及品質管控資料庫,供 201216180 業者進仃侧m且能麵衫有客戶流失等情況,以加強 對客戶及零件供應商之管理。 8、可列印車輛保險通知單、車輛定期檢驗表、久未回廠資料表、 車輛定保預估表及其標籤貼紙,而能方便郵寄資料,且提供多 種表單用以辅助公司進行管制追縱之作業。The advantages and disadvantages of the product, __Supplier # level _ and the degree of cooperation of the county, as a reference for the operation of the industry. The part inventory management system 84 (as shown in the thirteenth figure): it is matched with the vehicle maintenance database 22 and the supplier quality management database 27 to perform the comparison and calculation, and can display the vehicle maintenance and repair time control _, The profiteener timely informs the owner of the miscellaneous, and will also display the stock of 841. The condition of the consumption of the _shaft parts is timely. The health supplements in time to avoid the shortage of parts. (5) Bonus side system 85 (as indicated in the fourth report): The manager will include all operating income coffees: including medieval cars, insurance, parts, maintenance and repairs, etc. ^Kum secret personnel, customers, face-to-face, and cooperation Unit), = will be the operation of the 23, the axis L to make the accountant ^ 迷 handle red _, _ when the butterfly is also 傍 _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ Regarding the smart car maintenance management system of the present invention, when it is used in the warranty waste 201216180, the functions and features of the vehicle are described as follows: [, the use of materials -: the shortage of the field or the inspection of the riding number are supervised plus _ or supervision The system directly downloads the previous owner information and the car dragon, and can quickly check the customer's information according to the brand, type, license plate handle, wire, phone, address. The valuation work can be carried out, and the customer's valuation data, the appraisers and the expiration date 5 have been recorded as the reference evaluation data for the next maintenance. If there is a last suggestion and the valuation data can be side-out and directly transferred to the manual, it can automatically display the customer's repair data and the quotation data record, reminding the maintenance personnel that the money is not collected and the data to be repaired. You don't have to rely on the software, the system prints the report and the self-set of the screen, the company changes. Ertian, JI = the price of the parts used by the owner, for the next use of the same part, automatically appear on the sale of people ^ 'avoid the different charges, and the same parts when the same car repairs, if the unit price is not the same, the computer will A message appears. Recording a single tube in the county of Hongshixia, the county of Hongsixia (four), so that maintenance personnel understand the cause of the vehicle not b wire factory ‘to improve work efficiency. 8 Through the customer's maintenance history of the system, to track the situation of the customer after the repair of the vehicle, and print the customer satisfaction survey form, and to trace the situation of the brothers to the effect of the database, invoicing management And the quality control database for the 201216180 industry to enter the side of the m and can lose the customer's face, etc., in order to strengthen the management of customers and parts suppliers. 8. Printable vehicle insurance notice, vehicle periodic inspection form, long-term return data sheet, vehicle fixed insurance estimate and its label sticker, which can conveniently mail the information and provide various forms to assist the company in tracking and tracking. Homework.

9可列印多家保險公司之保險卡,無須—家—家的核對列印之相 對位置’節省管理者之作業流程,提昇工作效率。 10、_明細加上「問題描述」’即可轉入維修智庫;以後可依「問 題描述」,找出所需的維修資料。 π依母辦的減里料算絲養日期,啊藉由監理站規定之 期限提醒消費者驗車到期曰。 12、進入純之客戶資料後,即會顯示保養、驗車、保險、生日到 期客戶,並可列印郵寄標藏、通知函、發㈣犯、簡訊,加強 客戶服務之管理。 13、 可自行編排生日賀卡、新年祝賀函、活動通知函,郵寄内容… 等文件資料,使用介面簡易且容易上手,相當方便。 至於,針對本發明之營運管理需求,兹將其功能說明如下: 14、 請款單爾繼、賴稱.··軸,域計算前期未收 ,欠,並能躺單—制相時衫部車未收款資料明細。 15、 自動靖玉作單之料成本、贈品成本、折扣麵、介紹並提 20 201216180 成金額,直接計算出每張工作單之毛利及技師個人業績毛利, 且此S免定介紹人及提成設定並分別統計提成金額。 16、統計每部車輛之消費金額及平均獲利。 Π、採分級密碼設定管理,可避免資料外流造成不必要的麻煩。 18、 零件成本使用代碼顯示,方便掌握成本底限。 19、 零件編號規則可依使用者之設定進行編註。 • 20、營業獲利日報表、個人業績統計表、部門獲利分析表均可呈列, 並能針對某-月結客戶、某-車主或某一種收款類別作統計分 析。 21、 與「會計總帳系統」聯結,直接將營業資料轉至會計系統中轉 換成傳票’在營業資料輸入完成後,也可順便完成會計帳。 22、 客戶付款可選擇現金、支票、刷卡、轉帳等多種方式,同時客 鲁 戶自付款與保險公司的帳款也分開處理,雙方帳目清楚,不會 混在一起。 23、 根據各使用者的工作内容設定不同的使用權限,防止商口成 本、銷貨損益等資料外洩。 24、 錄每家廠朗進貨資料,方便即時與客戶對帳,且能杳詢零 件之歷史單價’包含不同廠商進貨及不同客戶之銷貨單價進行 比價。 貝们* 25、 查詢零件庫存能核對全部資料、期間内單一品項進鎖貨統計或 [S1 21 201216180 低於女全庫存量作查詢,作為訂貨時之參考,並將常用零件建 檔,方便在交修單輸入零件,增加效率。 26、可記錄每日收支,且依部門或貞丄代碼來統計管銷費用,同時 4触及查詢聽應付票據,且能自祕計未㈣資料,方便 作業者作資金預估,亦能建立常用摘要節省輸入資料時間,方 便使用者之收支及票據管理。 • 27、自動資料備份’當電腦當機或更新_設備時,可直接將資料 回存’不須重新輸入。 另外,當朝本發明之web智慧贿車維料家纽時,可免 費提供加入會員之任意人做車輛故障查詢,並提供所細問題之車 輛零件更換的比例,而專家會員可查看維修方法或檢查步驟、流程 及維修小秘訣,其使用方式如下: _ 1、朗者於純進行問題查詢時,可__字比對,再跳出選 項:窗確認問題選項’進入選項後系統即進行問題分析,此時 智慧型汽車維修專家系統藉由知 舛比a 執行邏輯推理分析統 计比對私式,並將比對分析出的資訊 頜7^統計數,作為優先選 項,且能列出檢查步驟、方法、位 意事項及維修秘缺。 數值、使用工具儀器、注 2、維修人員檢查完畢後峰認檢查事項 檢查結果與數值相符I 故P早現象,即it行錢計數之建議 “,、 执、項,同樣列出檢查步驟、 22 201216180 再由維修人員檢 不符即判定為故 方法、位置數值、制:L具儀器妓意事項, 查完畢後並確認檢查事項,若檢絲果與數值 障,可進行維修或更換。 3·若為-臟者在系統之平台(如鱗或,發問,該問題及解 決判斷流程同樣會發送至維修保養薇,可供作為維修參考資料, 減少維修人員摸索診斷時間。9 It can print the insurance cards of many insurance companies, and it is not necessary to check the relative positions of the home-homes to save the operation process of the managers and improve the work efficiency. 10. _Detail plus "Problem Description" can be transferred to the maintenance think tank; in the future, you can find out the required repair information according to the "Problem Description". π According to the mother's reduced lining count, the date of the silk is raised, and the time limit set by the supervision station reminds the consumer that the vehicle has expired. 12. After entering the pure customer information, the maintenance, inspection, insurance, and birthday customers will be displayed, and the mailing, notification, and (4) offenses and newsletters will be printed to enhance the management of customer service. 13. You can arrange your birthday card, New Year congratulation letter, event notification letter, mailing content... etc. The information is easy to use and easy to use. As for the operational management requirements of the present invention, the functions are described as follows: 14. Please pay the bills, follow the example, the axis, the domain calculation is not received in the early stage, owe, and can lay the single - the phase of the shirt Details of the vehicle's uncollected information. 15, automatic Jingyu billing costs, gift costs, discounts, introduction and introduction 20 201216180 into the amount, directly calculate the gross profit of each work order and the technician's personal performance gross profit, and this S exemption introducer and commission settings And calculate the commission amount separately. 16. Calculate the amount of consumption and average profit of each vehicle. Π, grading password management, can avoid unnecessary troubles caused by data outflow. 18, the cost of parts is displayed in the code to facilitate the cost limit. 19. The part numbering rules can be edited according to the user's settings. • 20, the operating profit daily report, the personal performance statistics table, the department profit analysis form can be presented, and can be statistical analysis for a certain monthly customer, a car owner or a certain collection category. 21. Connect with the “Accounting General Ledger System” and transfer the business information directly to the accounting system and convert it into a subpoena. After the business data input is completed, the accounting account can also be completed by the way. 22. The customer can choose cash, check, credit card, transfer, etc. At the same time, the customer's payment and the insurance company's account are also handled separately. The accounts of both parties are clear and will not be mixed. 23. Set different usage rights according to the work content of each user to prevent leakage of information such as commercial cost, sales profit and loss. 24. Record the purchase information of each factory, which is convenient for real-time reconciliation with the customer, and can consult the historical unit price of the parts, including the price of the different manufacturers and the sales price of different customers. Bells* 25, query parts inventory can check all the data, the single item entry statistics in the period or [S1 21 201216180 is lower than the female full inventory for inquiry, as a reference for ordering, and the common parts are filed, convenient Increase the efficiency by entering parts in the repair order. 26, can record the daily income and expenditure, and according to the department or 贞丄 code to calculate the cost of management, and at the same time 4 touch the inquiry to pay the notes, and can not be self-secret (four) information, to facilitate the operator to make funding estimates, can also be established The common digest saves the time of inputting data, which is convenient for users' revenue and expenditure and bill management. • 27, automatic data backup 'When the computer is down or updated _ device, you can directly restore the data 'do not need to re-enter. In addition, when facing the web smart bribe of the present invention, any person who joins the member can be provided free of charge for vehicle fault inquiry, and the proportion of vehicle parts replacement for the detailed problem can be provided, and the expert member can view the maintenance method or Check the steps, procedures and maintenance tips, the use of the following is the following: _ 1, Lang who in the pure question query, __ word comparison, and then jump out of the option: window to confirm the problem option 'enter the system after the option to analyze the problem At this time, the intelligent vehicle maintenance expert system performs statistical reasoning analysis and statistical comparison by means of knowledge ratio a, and compares the statistical information of the jaw 7 statistic as a priority option, and can list the inspection steps. , methods, positioning issues and maintenance secrets. Value, use of tools and instruments, Note 2, after the inspection of the maintenance personnel, the results of the inspection of the peak identification check are consistent with the values. Therefore, the P phenomenon is early, that is, the recommendation of the money counting of the it, ", the execution, the item, also lists the inspection steps, 22 201216180 The maintenance personnel will not be able to check the method, the position value, and the system: the L instrument has the necessary matters, and after checking the check, the inspection items can be confirmed. If the wire and the value are checked, repair or replacement can be performed. For the - the dirty person in the platform of the system (such as scales, questions, the problem and the resolution of the judgment process will also be sent to the maintenance maintenance Wei, available as a reference for maintenance, reduce maintenance personnel to explore the diagnosis time.

綜上所述,本發明之智慧型汽車維修及管理方法,利用網 路技概如雲端、Web2),而能提供一龐大汽車維修知識技能, 可供加入會員之使用者,從本系統了解汽車故障問題,並從中 獲取汽車維修知識,而專業使用者更能利用本發明所提供之資 訊交流’將汽輕_題完全触,管理者可制本發明,方 便呂運及&理么司所有經營項目,相當符合汽車同業使用之操 作介面,非常實用且操作簡易,理已符合專利法之發明要件, 且申睛別並未發财㈣之產品核准專利在先,亦未見於刊 物,爰依法提專利申請。 f圖式簡單說明】 第-圖係本發明web智慧贿轉修專家純之架構圖。 第二圖本㈣智慧贱車祕管理㈣之朗示意圖。 第三圖係本㈣_智,_汽轉修專㈣統之流程圖。 第四圖係本發明_智制汽轉修專家錢維修產生問題之In summary, the smart car repair and management method of the present invention utilizes network technology such as cloud and Web2) to provide a huge knowledge of vehicle maintenance knowledge, and can be used by users who join the membership to learn about the car from the system. The problem of failure, and get the knowledge of vehicle maintenance, and the professional users can use the information exchange provided by the invention to make the steam light _ the problem completely touch, the manager can make the invention, and it is convenient for Lu Yun and & The business project is quite in line with the operation interface used by the automobile industry. It is very practical and easy to operate. It has already met the requirements of the invention of the patent law, and the product approval patent has not been made in the first place, nor has it been found in the publication. Patent application. F-Simple Description] The first-picture is the pure architecture diagram of the web wisdom bribe transfer expert of the present invention. The second picture (4) is a schematic diagram of the wisdom and management of the car (4). The third picture is the flow chart of this (four) _ zhi, _ steam transfer repair (four). The fourth picture is the invention of the invention _ smart system steam repair expert money maintenance problems

LSI 201216180 處理流程圖。 第五圖係本發明智_汽車維修管理系統之資料庫示意圖。 第六圖係本發明web智慧贱車維料㈣統―般使用者之使 用流程圖。 第七圖係本翻智翻汽轉修紐緣之轉敝管理流程圖。 第八圖係本發明智慧型汽車維修管理系統之客戶職管理流程圖。 • 第九圖係本發明智慧型汽車維修管理系統之管理功能使用介面圖。 第糊係本發明智慧型汽車維修管理系統之客戶專業管理系統 功能不意圖。 第十-圖係本發明智慧型汽車維修管理系統之員工績效管理系 統功能示意圖。 第十二圖係本發明智慧型汽車維修管理系統之供應商品質管理 系統功能示意圖。 理系統之零件庫存管理系 第十三圖係本發明智慧型汽車維修管 統功能圖。 汽車維修管理系統之齡機制管理系 第十四圖係本發明智慧型 統功能圖。 【主要元件符號說明】 本發明:LSI 201216180 processing flowchart. The fifth figure is a schematic diagram of the database of the invention _ car maintenance management system. The sixth figure is a flow chart of the use of the web-wise smart car (4) system-like user of the present invention. The seventh picture is the flow chart of the transition management of the refurbished and refurbished. The eighth figure is a flow chart of the customer service management of the intelligent automobile maintenance management system of the present invention. • The ninth diagram is an interface diagram for the management function of the intelligent vehicle maintenance management system of the present invention. The second paste is the customer professional management system of the intelligent automobile maintenance management system of the present invention. The tenth-figure is a functional diagram of the employee performance management system of the intelligent vehicle maintenance management system of the present invention. The twelfth figure is a schematic diagram of the function of the supplier quality management system of the intelligent automobile maintenance management system of the present invention. The parts management system of the system is the functional diagram of the intelligent vehicle maintenance system of the present invention. The vehicle maintenance management system age mechanism management system The fourteenth figure is the intelligent system function diagram of the present invention. [Main component symbol description] The present invention:

10 f -SJ _客戶資源管理系統1 web車藉資料 24 20121618010 f -SJ _ Customer Resource Management System 1 web car loan information 24 201216180

雲端知識庫 11 線上學習 110 線上測驗 111 雲端推理機 12 雲端使用者介面 13 雲端知識擷取介面 14 雲端工作記憶區 15 web智慧型汽車維修專家系統2 智慧型汽車維修管理系統 2a web註冊登入 20 查詢客戶資料 201 新建客戶資料 202 客戶資源管理資料庫 21 進行維修保養 210 完成維修保養 211 車輛保養資料庫 22 維修管理資料庫 23 驗車保險資料庫 24 各車款資料庫 25 零件庫存管理資料庫 26 供應商管理資料庫 27 績效管理資料庫 28 會計管理資料庫 29 web本次故障問題 3 web分析故障原因 4 維修績效 40 良好 41 錯誤 42 技師 420 零件 421 web維修方式 5 維修小秘訣 50 客服追蹤 500 電話追蹤 501 客訴追蹤 502 [si 25 201216180 維修完成 web網路資源系統 web儀器統整網 web需求管理資料庫 web系統管理人員 管理功能 客戶專業管理系統 客戶車輛使用 員工績效管理系統 其他業務績效 會計管理系統 供應商品質管理系統 交貨時效性 供應商等級 保養維修時間管控 獎金機制管理系統 業績來源 web維修產生問題 60 web零件流通網 610 web系統統整 62 web專家回覆機制 631 web更新維修程序 64 管理權限 80 客戶接收訊息管道 810 消費習慣 812 維修績效評比 820 客訴評比績效 822 人員薪資獎金發放 824 維修客訴 830 供貨品質查核 833 零件庫存管理系統 84 零件存量 841 營運收入 850 發放獎金 852 [s] 26Cloud Knowledge Base 11 Online Learning 110 Online Test 111 Cloud Inference Engine 12 Cloud User Interface 13 Cloud Knowledge Acquisition Interface 14 Cloud Working Memory Area 15 web smart car maintenance expert system 2 Smart car maintenance management system 2a web registration login 20 Customer Information 201 New Customer Information 202 Customer Resource Management Database 21 Maintenance and Repair 210 Complete Maintenance 211 Vehicle Maintenance Database 22 Maintenance Management Database 23 Vehicle Insurance Database 24 Vehicle Data Database 25 Parts Inventory Management Database 26 Supply Business Management Database 27 Performance Management Database 28 Accounting Management Database 29 web this failure problem 3 web analysis failure reason 4 maintenance performance 40 good 41 error 42 technician 420 parts 421 web maintenance method 5 maintenance tips 50 customer service tracking 500 telephone tracking 501 Customer complaint tracking 502 [si 25 201216180 Maintenance completed web network resource system web instrument integration network web requirements management database web system management personnel management function customer professional management system customer vehicle use employee performance management system other Business performance accounting management system supplier quality management system delivery timeliness supplier level maintenance and repair time control bonus mechanism management system performance source web repair problem 60 web part distribution network 610 web system integration 62 web expert reply mechanism 631 web update maintenance Program 64 Administrative Authority 80 Customer Receiving Message Pipeline 810 Consumption Habits 812 Maintenance Performance Rating 820 Customer Appeals Performance 822 Personnel Salary Bonus Issue 824 Maintenance Customer Claims 830 Supply Quality Check 833 Parts Inventory Management System 84 Parts Stock 841 Operating Income 850 Award Bonus 852 [s] 26

Claims (1)

201216180 七、申請專利範圍: 1·一種智慧型汽車維修及管理方法, 要疋利用網路技術(如帝 端、web、web2)將汽車維修時遇到 ^ j之各_題,、_業界專繁 人士提供之檢翁法及維修流程,同魏合會計祕、楚件庫 存系統及營勒統(絲齡理錢),製成—套智慧型汽 修專家系統,使加入會員之使用者了解汽車故障原因,對於專 家使用者提供解決__序、步驟及方法,聽快速懈、、气 車故障的原因,避免每次皆需耗時費力的拆解檢查,可提升維 修人員數年之經驗,其維修之判斷步驟為: ⑴使用者於web註冊登人後,該筆會員資料即會傳送至㈣ 客戶資源管理系統’再經由web客戶f源管理系統之分級 ΐ理判斷使用者之會員等級為一般會員或專家會員。 ⑵-般會員可將自己的車子車籍資料(域牌、型式、年份、 排乳量、里程數、cc數)輸入web智慧型汽車維修專家系統 5,而專豕會員可利用選取web車籍資料(如廠牌、型式、 年份、排氣量、里程數、cc數)輸入至web智慧型汽車維修 專豕系統;而該web智慧型汽車維修專家系統即會針對web 車籍資料分析運算,並能於螢幕上顯示本次保養建議或應 更換之零件…等建議。 (3)再將web本次故障問題輸入(或查詢)web智慧型汽車維修專 Γ « 27 ^Ul2l6l8〇 豕系統,再經由智慧型運算後,而能web分析故障原因, 其係依照可能發生原因的百分比排列,供使用者(會員)參 考並判斷汽車產生故障的因素。 (4)當web分析故障原因後,一般會員若須解決問題即可透過 Web會員轉介系統,將一般會員之需求訊息傳送至web客戶201216180 VII. Patent application scope: 1. A smart car repair and management method, it is necessary to use the network technology (such as Dyna, web, web2) to meet the various problems of the car repair, _ industry The method of checking the Weng method and the maintenance process provided by the prosperous people, together with the Weihe Accounting Secret, the Chu Parts Inventory System and the Yingle System (the silk age management money), is made into a set of intelligent auto repair expert system, so that users who join the membership can understand The cause of the car failure, for the expert user to provide solutions __ sequence, steps and methods, listen to the reasons for rapid relaxation, gas breakdown, avoid the need for time-consuming and laborious disassembly inspection every time, can improve the experience of maintenance personnel for several years The judgment steps of the maintenance are as follows: (1) After the user registers on the web, the member information will be transmitted to (4) the customer resource management system and then judge the user's membership level through the ranking of the web client f source management system. For general membership or expert membership. (2)--Members can input their car information (domain card, type, year, milk discharge, mileage, cc number) into the web smart car repair expert system 5, and the exclusive members can use the selected web car The data (such as the brand, type, year, exhaust volume, mileage, cc number) is input to the web smart car repair specialist system; and the web smart car repair expert system will analyze and calculate the web vehicle data. And can display the maintenance suggestions or parts that should be replaced... on the screen. (3) Then enter the web fault problem (or query) web smart car repair specialization « 27 ^Ul2l6l8〇豕 system, and then through the intelligent operation, and can analyze the cause of the fault, according to the possible causes The percentage is arranged for the user (member) to refer to and determine the factors that cause the car to malfunction. (4) After the web analyzes the cause of the failure, the general member can send the general member's demand message to the web client through the web member referral system if the problem needs to be solved. 身源管理系統,而能查詢到鄰近的專家會員之資訊,而專 家會員同樣可利用web會員轉介系統得知一般會員之訊 %並π主動與鄰近之一般會員聯繫,進而解決一般會員 之問題。 )了解_分析故障原因後,專家會員可獲得系統顯示之web 、>式供專豕會員進行排除問題及了解維修步驟,此部 、、:依’、、、可姐障原因之百分比顯示’使專家會員能依 f進行檢測’並提供維修之步驟及方法,使經驗不足之專 家會員,仍可獨立完成汽車保修之作業。 ():進仃web維修方式時,系統會提供呢匕維修小秘訣,其 二獨雜颇之專業_,依據經驗針對任意車種之 ^殊狀况(麵必需整套更換的零件),可單獨更換部分零 〜糊整,即能回復功能,降低車主的維修費用且能 俠逑元成修護作業。 (7)專家會員維修—士 凡Y,則該次的維修記錄會自動上傳至web Γ C Ί 28 201216180 智慧型汽轉料家緣,触-崎雜,料統之資料 庫獲取更細賴,作為电峨車轉專家系統 學習與經驗值及相關統計之用。The body management system can query the information of the neighboring expert members, and the expert members can also use the web member referral system to learn the general member's news and π actively contact the neighboring members to solve the problem of the general members. . ) After understanding _ analysis of the cause of the failure, the expert member can get the web, > type of system display for the exclusive member to solve the problem and understand the maintenance steps, this department,: according to the percentage of ',,, can be the reason for the obstacles to show ' Enable expert members to perform tests according to f' and provide repair steps and methods so that experienced members can still complete the car warranty work independently. (): When you enter the web maintenance mode, the system will provide you with the tips of maintenance, and the second is a special profession. According to the experience, it can be replaced by any special condition (there must be a complete set of replacement parts). Part of the zero ~ paste, that can restore the function, reduce the maintenance costs of the owner and can repair the work. (7) Expert member maintenance - Shifan Y, the maintenance record will be automatically uploaded to the web Γ C Ί 28 201216180 Smart steam transfer material home, touch-sand, the database of the system is more detailed, As an electric car transfer expert system learning and experience value and related statistics. ⑻若web維修產生問題(如缺零件、缺診斷伽'專用工且、 無法判斷轉,素),職__靖轉程序後, 才能上傳至web智慧型汽車維修專家系統;且使用者可透過 連接_網路細統之web零件流通網、_儀器統整網 作連結,補_路取得維修所需之零件及魅,而該次處 理的訊息會回覆至web系統統整,再傳送至更新維修程序修 正數據,最後再傳至web智慧型汽車維修專家系統,以便更 新系統資料权轉崎雜;若毅無法賴_維修產 生問題時’囉_ Web網路朗、統,將問題傳送至web 而求官理詩庫,藉由web專家__及_祕管理人 貝之功能,並將處理後之資訊,傳送至_系統統整,再回 覆至web麟維修程騎修正,最後將姨維修程序傳送到 _智慧型汽車維修專家系統,使web智慧型汽車維修專家 系統之資訊更為完善準確。 能之各項管理系統,將公司 效、廠商、零件管理…等需 (9)保修廠之管理人員可藉由管理功 營運所需的會計作業、人事、績 求,全部統整為-營運f理系統並能㈣散叉運用。 [SI 29 201216180 2 ·:申峨1物1細之咖物修歸理方法,其 4財於瓣平雜作或單機操作。 巾:月專利fe圍第1項所述之智慧型汽車維修及管理方法,其 中“系統f理者可設定系統使用權限。(8) If the web repair has problems (such as missing parts, lack of diagnostics, special operations, and can not judge the transfer, prime), after the __ Jing transfer procedure, can be uploaded to the web smart car repair expert system; Connect to the _ network fine web part distribution network, _ instrument integration network for the link, make _ road to obtain the parts and charm required for maintenance, and the processing of the message will be replied to the web system integration, and then transferred to the update The maintenance program corrects the data, and finally passes it to the web smart car maintenance expert system, so that the system data can be updated to the right; if the yi can't rely on _ repair problems, '啰 _ Web network lang, unified, send the problem to the web And the official poetry library, through the web expert __ and _ secret management of the function of the shell, and the processing of the information to the _ system integration, and then reply to the web lining maintenance ride correction, and finally repair The program is transmitted to the _ intelligent car repair expert system to make the information of the web smart car repair expert system more complete and accurate. The management system of the company, the company's efficiency, manufacturers, parts management, etc. (9) The management personnel of the warranty factory can be integrated into the operation, accounting, personnel, and performance required for the operation of the operation. The system can (4) use the fork. [SI 29 201216180 2 ·: Shen Yi 1 1 fine coffee repair method, its 4 wealth in the flat or miscellaneous operation. Towel: The method of repairing and managing the smart car described in item 1 of the monthly patent, which can be used to set the system usage authority.
TW99134640A 2010-10-11 2010-10-11 Intelligent car maintenance and management method TW201216180A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
TW99134640A TW201216180A (en) 2010-10-11 2010-10-11 Intelligent car maintenance and management method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
TW99134640A TW201216180A (en) 2010-10-11 2010-10-11 Intelligent car maintenance and management method

Publications (2)

Publication Number Publication Date
TW201216180A true TW201216180A (en) 2012-04-16
TWI452530B TWI452530B (en) 2014-09-11

Family

ID=46787124

Family Applications (1)

Application Number Title Priority Date Filing Date
TW99134640A TW201216180A (en) 2010-10-11 2010-10-11 Intelligent car maintenance and management method

Country Status (1)

Country Link
TW (1) TW201216180A (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI647677B (en) * 2017-11-27 2019-01-11 南一書局企業股份有限公司 Online test system and method capable of retrospecting and remedying prior knowledge
CN111401575A (en) * 2018-12-29 2020-07-10 捷通国际有限公司 Management method and device for product maintenance service
CN112686634A (en) * 2020-12-31 2021-04-20 中国汽车工程研究院股份有限公司 Vehicle intelligent detection comprehensive management operation system and method
CN114463016A (en) * 2020-10-21 2022-05-10 华晨宝马汽车有限公司 Method, system and apparatus for optimizing claims cost recovery process

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI651228B (en) * 2014-12-29 2019-02-21 鎮裕貿易股份有限公司 Smart Vehicle Diagnostic Service System

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002323409A (en) * 2001-04-26 2002-11-08 Fuji Heavy Ind Ltd Vehicle control system
US20040260594A1 (en) * 2003-06-18 2004-12-23 Maddox Edward P. Maintenance and inspection system and method
JP3849675B2 (en) * 2003-07-25 2006-11-22 トヨタ自動車株式会社 Vehicle diagnosis method, vehicle diagnosis system, vehicle and center
JP4032045B2 (en) * 2004-08-13 2008-01-16 新キャタピラー三菱株式会社 DATA PROCESSING METHOD, DATA PROCESSING DEVICE, DIAGNOSIS METHOD, AND DIAGNOSIS DEVICE
CN100491956C (en) * 2005-04-15 2009-05-27 中国移动通信集团公司 Mobile communication system and method for providing automobile with service
CN100592056C (en) * 2005-07-19 2010-02-24 阳红 Vehicle carried fault diagnostic device for electric control automobile and remote fault diagnostic system and method

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI647677B (en) * 2017-11-27 2019-01-11 南一書局企業股份有限公司 Online test system and method capable of retrospecting and remedying prior knowledge
CN111401575A (en) * 2018-12-29 2020-07-10 捷通国际有限公司 Management method and device for product maintenance service
CN114463016A (en) * 2020-10-21 2022-05-10 华晨宝马汽车有限公司 Method, system and apparatus for optimizing claims cost recovery process
CN112686634A (en) * 2020-12-31 2021-04-20 中国汽车工程研究院股份有限公司 Vehicle intelligent detection comprehensive management operation system and method

Also Published As

Publication number Publication date
TWI452530B (en) 2014-09-11

Similar Documents

Publication Publication Date Title
Zhou et al. Characterizing the motivational mechanism behind taxi driver’s adoption of electric vehicles for living: Insights from China
CN104303199B (en) The system and method with presenting are analyzed for used car pricing data
CA2741883C (en) Methods and systems for determining the environmental impact of a consumer's actual resource consumption
US20090138316A1 (en) System and method for evaluating initiatives adapted to deliver value to a customer
CN102456172A (en) Smart automobile maintenance and management method
Nesbitt et al. Myths regarding alternative fuel vehicle demand by light-duty vehicle fleets
CN103971192A (en) Intelligent lab managing system
TW201216180A (en) Intelligent car maintenance and management method
Narasimhan et al. Reengineering service operations: a longitudinal case study
CN108765071A (en) Automobile leasing management method and device
Ye et al. Barriers to green human resources management (GHRM) implementation in developing countries: evidence from China
Mugisha Infrastructure optimization and performance monitoring: empirical findings from the water sector in Uganda
Gay et al. Automation of Life Cycle Assessment through Configurators
Davies The contribution of lean thinking to the maintenance of manufacturing systems
Mehnaz et al. The Disclosure of Recognised and Unrecognised Intangibles: Evidence from a Mid-Sized Market
Plemmons Materials management process measures and benchmarking in the industrial construction industry
Zhang et al. Research on the Influencing Factors of User Stickiness of Gig Platforms in the Context of Gig Economy
AU2006209802B2 (en) System and method for evaluating initiatives adapted to deliver value to a customer
Nagwal et al. Insights from circular supply chain implementation prospects employing industry 4.0 technologies: a study based on applied methodologies of SLR and content analysis
Khan et al. Statistical Analyses of Green Supply Chain Management
Ahlawat et al. Enhancing knowledge integration with REA modeling in an AIS project
Chalotra The Four C’s of Customer Service Promulgating the Efficacy of Small-Scale Cement Industries’ Products
JP2005215782A (en) Consolidated management information generation system, consolidated management information generation method, and consolidated management information generation program
Wanda The Evaluation of the Bus Building Industry's Service Performance Logistics Metrics in South Africa
JP2002109293A (en) Very short automobile safty inspection and automobile safty inspection cost estimation system

Legal Events

Date Code Title Description
MM4A Annulment or lapse of patent due to non-payment of fees