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大数据与人工智能时代下复杂系统管理研究的若干关键科学问题 被引量:2
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作者 高自友 郭雷 +8 位作者 刘中民 王红卫 盛昭瀚 曾大军 刘作仪 霍红 李大庆 彭一杰 郑晓龙 《中国科学基金》 CSSCI CSCD 北大核心 2023年第3期429-438,共10页
当前,世界正在进入大数据与人工智能时代,复杂系统已呈现出人—机—网跨尺度耦合与互融互通的新形态。新形态下的复杂系统管理,既要对传统管理理论和方法进行突破创新,更要充分借助先进的技术手段对其进行赋能。本文面向大数据和人工智... 当前,世界正在进入大数据与人工智能时代,复杂系统已呈现出人—机—网跨尺度耦合与互融互通的新形态。新形态下的复杂系统管理,既要对传统管理理论和方法进行突破创新,更要充分借助先进的技术手段对其进行赋能。本文面向大数据和人工智能时代下复杂系统管理的国家重大需求,阐述了当前复杂系统管理研究存在的重大机遇与挑战,分析了当前复杂系统管理研究的研究现状并指出了未来的发展趋势,在此基础上,进一步凝练了未来5~10年该领域的发展目标、拟开展的重大关键科学问题及其资助重点。 展开更多
关键词 复杂系统管理 涌现与演化 系统调控 系统方法论 大数据与人工智能
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CHARGING STATION PLANNING FOR PLUG-IN ELECTRIC VEHICLES 被引量:4
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作者 Zhihong Zhu ziyou gao +1 位作者 Jianfeng Zheng Haoming Du 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2018年第1期24-45,共22页
A novel model for the charging station planning problem of plug-in electric vehicles is proposed in this paper considering the users' daily travel. With the objective of minimizing the total cost, including the charg... A novel model for the charging station planning problem of plug-in electric vehicles is proposed in this paper considering the users' daily travel. With the objective of minimizing the total cost, including the charging stations' cost (including installing cost and management cost) and the users' cost (including station access cost and charging cost), the proposed model simultaneously handles the problems where to locate the charging stations and how many chargers to be established in each charging station. Considering that different users may have different perception of station access cost and charging cost, two cases (i.e., homogeneous users and heterogeneous users) are typically investigated. The impacts of different discount rates, operating period of the charging stations, number of electric vehicles and number of charging stations on the location of the charging station are also studied. The simulation results not only show that it is very important to locate the charging stations according to the traveling behavior of users, but also verify the validity of the proposed model. 展开更多
关键词 Electric vehicles charging station location problem
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