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前沿研究丨流程工业制造系统智能化

Engineering 中国工程院院刊 2021-06-17


《Engineering》2019年第6期发布了“流程工业制造系统智能化——人工智能与流程制造深度融合”专题。


同时,“精准医学”“4D打印”“车辆工程”等专题也有论文上新。



Contents



Editorial


流程工业制造系统智能化——人工智能与流程制造深度融合

Smart Process Manufacturing Systems: Deep Integration of Artificial Intelligence and Process Manufacturing

钱锋



News & Highlights


利用负排放技术减缓气候变化

Mitigating Climate Change Will Depend on Negative Emissions Technologies

Chris Palmer


如果全球定位系统失灵了怎么办?

What if the Global Positioning System Didn’t Work?

Mitch Leslie


谷歌科学挑战赛上的工程明星

Engineering Stars at Google Science Fair

Sean O’Neill


雾霾给太阳蒙上阴影

Smog Casts a Shadow on Solar Power

Jane Palmer


充电站合作为全球电动汽车发展提供动力

Charger Collaborations Power Global Electric Vehicle Expansion

Peter Weiss



Topic Insights


智能流程制造最新进展

Recent Advances in Smart Process Manufacturing

R.N. Lumley



Research


Smart Process Manufacturing

人工智能在过程工业绿色制造中的机遇与挑战

Opportunities and Challenges of Artificial Intelligence for Green Manufacturing in the Process Industry

毛帅,王冰,唐漾,钱锋


配方产品的智能流程制造

Smart Process Manufacturing for Formulated Products

James Litster,Ian David L. Bogle


智能加工制造中的数据分析与机器学习——大数据时代的最新进展与观点

Data Analytics and Machine Learning for Smart Process Manufacturing: Recent Advances and Perspectives in the Big Data Era

尚超,Fengqi You


大数据为材料研究创造新机遇——材料设计机器学习方法与应用综述

Big Data Creates New Opportunities for Materials Research: A Review on Methods and Applications of Machine Learning for Materials Design

Teng Zhou,Zhen Song,Kai Sundmacher


蒸汽裂解建模中的人工智能——详细流出物预测深度学习算法

Artificial Intelligence in Steam Cracking Modeling: A Deep Learning Algorithm for Detailed Effluent Prediction

Pieter P. Plehiers,Steffen H. Symoens,Ismaël Amghizar ,Guy B. Marin,Christian V. Stevens,Kevin M. Van Geem


操作优化知识库系统——聚乙烯工艺设计与实施实践

A Knowledge Base System for Operation Optimization: Design and Implementation Practice for the Polyethylene Process

Weimin Zhong,Chaoyuan Li,Xin Peng,Feng Wan,Xufeng An,Zhou Tian


提高在线模型识别平台效率的多目标最优实验设计框架

A Multi-Objective Optimal Experimental Design Framework for Enhancing the Efficiency of Online Model Identification Platforms

Arun Pankajakshan,Conor Waldron,Marco Quaglio,Asterios Gavriilidis,Federico Galvanin


基于强化模糊认知图实现数据与知识协作的氟化铝添加量决策方法

A Data and Knowledge Collaboration Strategy for Decision-Making on the Amount of Aluminum Fluoride Addition Based on Augmented Fuzzy Cognitive Maps

岳伟超,桂卫华,陈晓方,曾朝晖,谢永芳


使用数据驱动模型优化抗体纯化策略

Optimal Antibody Purification Strategies Using Data-Driven Models

刘松崧,Lazaros G. Papageorgiou


High Performance Structures: Building Structures and Materials

日本桥梁和建筑物结构监测的研究与实现综述

Research and Implementations of Structural Monitoring for Bridges and Buildings in Japan—A Review

Yozo Fujino,Dionysius M. Siringoringo,Yoshiki Ikeda,Tomonori Nagayama,Tsukasa Mizutani


关于中国桥梁技术发展的思考

Thoughts on the Development of Bridge Technology in China

周绪红,张喜刚


混凝土结构性干预所必需的材料力学性能

Material Mechanical Properties Necessary for the Structural Intervention of Concrete Structures

Tamon Ueda


碱-硅的多尺度均质化分析混凝土中的反应效应

Multiscale Homogenization Analysis of Alkali–Silica Reaction (ASR) Effect in Concrete

Roozbeh Rezakhani,Mohammed Alnaggar,Gianluca Cusatis


AI for Precision Medicine

信息科学应引领未来的生物医学研究

Information Science Should Take a Lead in Future Biomedical Research

Kenta Nakai


4D Printing

对双层组件4D打印可逆性的初步研究

Preliminary Investigation of the Reversible 4D Printing of a Dual-Layer Component

Amelia Yilin Lee,Jia An,Chee Kai Chu,Yi Zhang


Vehicle Engineering

任意路面上基于显式和隐式联合仿真技术的某轿车动态响应

Explicit–Implicit Co-Simulation Techniques for Dynamic Responses of a Passenger Car on Arbitrary Road Surfaces

胡红舟,钟志华


Cybersecurity

隐私计算概念、计算框架及其未来发展趋势

Privacy Computing: Concept, Computing Framework, and Future Development Trends

李凤华,李晖,牛犇,陈金俊




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点击图片阅读丨网络安全研究:成功的数字化未来的关键


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