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聯(lián)合收獲機知識組織與知識庫系統(tǒng)研究
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國家重點研發(fā)計劃項目(2017YFD0700100)


Knowledge Organization and Knowledge Base System of Combine Harvester
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    摘要:

    針對聯(lián)合收獲機知識缺乏系統(tǒng)化組織與分類,、難以在設計時高效獲取并應用的問題,,應用裝備譜系及譜系拓撲圖形式對聯(lián)合收獲機知識進行層次化組織,;按照聯(lián)合收獲機智能化設計實際應用需求,,對知識庫系統(tǒng)功能模塊進行架構分析;分析了農(nóng)機裝備設計知識的表現(xiàn)形式,,綜合利用產(chǎn)生式規(guī)則和框架表示的混合表示方法對設計過程進行分析和表達,,建立了設計體系。以Visual Studio 2015平臺為開發(fā)工具,,在.〖KG-*5〗Net環(huán)境下,,應用ADO.〖KG-*5〗Net技術、CATIA二次開發(fā)技術及SQL Server數(shù)據(jù)庫,,將聯(lián)合收獲機設計知識,、參數(shù)化模型等數(shù)字化資源融和,進行組織管理,,構建了聯(lián)合收獲機知識庫系統(tǒng),。通過人機交互的方式,將知識表達形成的設計體系系統(tǒng)化,,應用模糊查詢方法,、推理機和ADO.〖KG-*5〗Net技術實現(xiàn)系統(tǒng)中知識的查詢,、推理及編輯功能,并將知識推送的結果傳遞給關聯(lián)的參數(shù)化模型驅(qū)動,,在不同需求下快速構建模型,,實現(xiàn)了知識的高效獲取與應用,提高了設計效率,,為聯(lián)合收獲機零部件設計提供了一種通用方法,。系統(tǒng)測試表明,該系統(tǒng)具有可行性和有效性,,適用于聯(lián)合收獲機系列產(chǎn)品的開發(fā),。

    Abstract:

    According to the lack of systematic organization and classification of combine harvester knowledge, it was difficult to obtain and apply it efficiently in design. The concept of equipment pedigree and pedigree topology map was used to manage the knowledge and construct the knowledge base system of combine harvester under the traction of the actual application demand of intelligent design of combine harvester. Combined with the characteristics and forms of agricultural machinery design knowledge, the design process was analyzed and expressed by using the hybrid representation method of production rules and frame representation, and the design system was established. It used Visual Studio 2015 as the development tool, under the environment of . Net, using ADO.Net technology, CATIA secondary development technology and SQL Server database, the combine harvester design knowledge, parametric models and other resources were integrated and organized to build the combine harvester knowledge base system. By means of human-computer interaction, the design system was systematized, and the functions of knowledge query, reasoning and editing were realized by using fuzzy query, inference engine and ADO.Net. In addition, system transferred the pushed knowledge to the associated parametric models. The parameters of the related parametric models were adjusted, the models under different needs were quickly built, the design time was cut down and the design efficiency was improved. The knowledge base system could save the time of knowledge acquisition and analysis through case analysis, the system was used to query, reason, push and transfer the knowledge to the models for driving. This method can realize the efficient application of knowledge, enhance the inheritance and reuse of knowledge, improve the design efficiency, and provide a general method for the design of combine harvester parts. It was applicable to the requirements of the development of combine harvester series products, and establish the basis for the construction of a special intelligent design platform for combine harvester.

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劉宏新,李金龍,郭麗峰,張光甫.聯(lián)合收獲機知識組織與知識庫系統(tǒng)研究[J].農(nóng)業(yè)機械學報,2021,52(2):381-393. LIU Hongxin, LI Jinlong, GUO Lifeng, ZHANG Guangfu. Knowledge Organization and Knowledge Base System of Combine Harvester[J]. Transactions of the Chinese Society for Agricultural Machinery,2021,52(2):381-393.

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  • 收稿日期:2020-09-21
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  • 在線發(fā)布日期: 2021-02-10
  • 出版日期: 2021-02-10
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