CORE
🇺🇦
make metadata, not war
Services
Services overview
Explore all CORE services
Access to raw data
API
Dataset
FastSync
Content discovery
Recommender
Discovery
OAI identifiers
OAI Resolver
Managing content
Dashboard
Bespoke contracts
Consultancy services
Support us
Support us
Membership
Sponsorship
Community governance
Advisory Board
Board of supporters
Research network
About
About us
Our mission
Team
Blog
FAQs
Contact us
Digital workshop process decision method based on decision tree and expert system
Authors
于淼
史海波
+4 more
段彬
潘福成
胡国良
里鹏
Publication date
26 June 2018
Publisher
Abstract
本发明涉及一种基于决策树和专家系统的数字化车间工艺决策方法,针对工艺生产数据进行分箱处理,生成区间化的模糊工艺生产数据;基于决策树算法来针对模糊工艺生产数据进行训练学习,生成模糊规则,并导入模糊规则库中;推理机基于工艺实时监测数据库中的实时参数数据,通过与模糊规则库的交互来进行模糊推理,生成工艺决策。本发明针对数字化车间工艺生产数据进行训练学习,生成知识规则,进而实现从数字化车间日常工艺生产数据中发现工艺决策规律,克服专家经验知识的获取瓶颈;在推理过程中,仅将事实库中新增的模糊事实与模糊规则库中的模糊规则前件进行匹配,提高了推理速度,尽量避免知识规则数目较多时,推理效率低下的问题
Similar works
Full text
Available Versions
Shenyang Institute of Automation,Chinese Academy Of Sciences
See this paper in CORE
Go to the repository landing page
Download from data provider
oai:ir.sia.cn/:173321/30191
Last time updated on 09/06/2022