清华大学电机系 研究员
复杂系统建模和优化理论、信息系统与能源系统融合理论和技术、软件定义数字储能、互联网和物联网架构设计和资源分配优化
sci@tsinghua.edu.cn
北京市海淀区清华大学西主楼2区400，100084

1992年本科毕业于山东工业大学（现山东大学）无线电专业，1998年硕士毕业于中国科学院声学研究所信号与信息处理专业，2002年博士毕业于美国内布拉斯加大学林肯分校电气工程专业。1992年至1995年曾任职山东邮电管理局工程公司助理工程师，2002年至2005年曾任职美国密歇根大学弗林特分校终身系列助理教授，2005年至2006年曾任职美国马萨诸塞大学波士顿分校终身系列助理教授，2006年至2009年任职美国内布拉斯加大学林肯分校终身系列助理教授，2009年至2019年任职美国内布拉斯加大学林肯分校终身副教授，2006年至2019年任美国内布拉斯加大学林肯分校电气与计算机工程系智能泛在计算实验室主任。曾入选中科院“”并兼任中国科学院声学研究所高性能网络实验室主任，清华大学能源互联网创新研究院能源虚拟化研究中心主任，国家能源局中国能源互联网发展战略研究课题组首席科学家，国家能源局能源互联网行动计划预研课题组负责人。2019年7月起任清华大学电机系研究员，目前主要从事大规模复杂系统建模与优化理论及其在信息互联网和能源互联网中的应用。迄今已发表论文近300余篇，申请专利100余项，主持承担中美多项国家级科研项目，是多个国际顶级期刊的编委或特邀编委，多个会议的技术程序委员会主席或委员，IEEE的高级会员和ACM的会员。


2019年7月-至今 清华大学电机系 研究员
2006年8月-2019年7月 美国内布拉斯加大学林肯分校电气与计算机工程系智能泛在计算实验室 主任
2009年9月-2019年9月 美国内布拉斯加大学林肯分校 终身副教授
2006年9月-2009年9月 美国内布拉斯加大学林肯分校 终身系列助理教授
2005年8月-2006年8月 美国马萨诸塞大学波士顿分校 终身系列助理教授
2002年8月-2005年6月 美国密歇根大学弗林特分校 终身系列助理教授
2001年1月-2001年9月 美国3COM公司无线系统部 实习研发工程师
1998年8月-2002年8月 美国内布拉斯加大学林肯分校 电气工程专业 获博士学位
1995年8月-1998年6月 中国科学院声学研究所 信号与信息处理专业 获硕士学位
1992年7月-1995年7月 山东邮电管理局工程公司 助理工程师
1988年8月-1992年6月 山东工业大学 无线电专业 获学士学位


1、科研成果获奖
2018年，IEEE IWCMC最佳论文奖
2014年，IEEE ICNC 最佳论文奖
2013年，论文《能源互联网重要基础支撑：分布式储能技术的探索与实践》，入选中国科学技术信息研究所评选的“领跑者5000—中国精品科技期刊顶尖论文 (F5000)
2010年，美国内布拉斯加大学林肯分校工程学院杰出研究创新奖（共3名获奖者）
2009年，美国内布拉斯加大学林肯分校工程学院杰出研究创新奖（共4名获奖者）
2009年，受邀在美国国家自然科学基金电源管理科学问题讨论会做亮点报告10名受邀者之一）
2010年，IEEE GLOBECOM杰出服务奖
2008年，IEEE ICCCN杰出服务奖
2005年，美国密歇根大学弗林特分校Alvin D. Loving青年教职员奖
2005年，美国密歇根大学弗林特分校金苹果教学奖（Golden Apple Teaching Award）
2004年，IEEE ICNSN 2004最佳论文奖
2004年，美国计算机协会（ACM）东环北美程序设计竞赛密歇根大学弗林特分校最佳指导奖


1、纵向项目
序号项目起止时间项目类别项目名称
[1].2018.12-2022.11 国家重点研发计划 退役动力电池异构兼容利用与智能拆解技术
[2].2017.07-2021.06 国家重点研发计划 高安全高比能锂离子电池系统的研发与集成应用
[3].2015.01-2016.12 国家科技重大专项 移动内容分发网CDN技术研究与实验
[4].2013.01-2015.12 国家科技重大专项 面向移动互联网的网络协同及融合体系与关键技术研究
[5].2012.01-2014.12 国家科技重大专项 TD-LTE系统中认知无线电技术研究与验证
[6].2011.01-2013.12 国家科技重大专项 宽带多媒体集群系统技术验证
[7].2010.01-2012.12 国家科技重大专项 新型宽带移动IP承载网架构研究、关键技术研发与试验验证
[8].2010.01-2012.12 国家科技重大专项 面向重点行业应用的宽带无线多媒体接入系统开发与示范应用
[9].2010.01-2012.12 科技部科技支撑项目未来移动通信泛在业务与应用研究
[10].2010.01-2012.12 国家科技重大专项 面向IMT-Advance跨层优化技术
[11].2009.05-2010.12 国家863重点项目 一种面向用户服务质量的适应动态频谱资源共享的传输层与应用层新技术研究
[12].2009.01-2010.12 国家科技重大专项 IMT-A新型宽带无线资源管理
[13].2009.01-2010.12 国家科技重大专项 面向WRC-11的频谱有效利用关键技术研究与验
[14].2011.08-2014.07 国家自然科学基金重点项目 中日韩A3计划项目-面向下一代互联网的超临场感声通信研究
[15].2010.01-2012.12 国家自然科学基金面上项目 一种全新的动态网络行为认知模型及其在异构网络资源分配中的应用
[16].2012.01-2013.12 中科院先导项目未来网络智能交换机网络内置缓存管理机制研究
[17].2008.01-2013.12 NSF IHCS ARMS: A Novel Adaptive ConfiguRable Multi-cell Battery System for Power-Aware Electronics
[18].2008.01-2013.12 NSF TF SING: Exploring the Fundamental Limits of Cross-Layer Optimization in the Next-Generation Internet
[19].2011.01-2013.12 NSF NeTS EAGER: C2RN: Towards Cognitive Cognitive Radio Networks


2、横向项目
序号起止时间项目类别项目名称
[1].2019.11- 教育部-中国移动科研基金项目 信息能源
[2].2018.1-2019.12 国家电网总部科技项目 基于分布式/移动储能的配电网灵活性提升技术研究及应用
[3]. 2018.1-2018.12 中国移动重大技术创新示范项目 适用于大规模部署的分布式12V软件定义电池系统
1、Book Chapter
4G Wireless Video Communications, John Wiley & Sons, April, 2009. ISBN: 978-0-470-77307-9.

2、国际期刊论文选(近5年文章)
[1]. Kunlun Wang, Youyu Tan, Ziyu Shao, Song Ci, Yang Yang. Learning-based Task Offloading for Delay-sensitive Applications in Dynamic Fog Networks[J]. IEEE Transactions on Vehicular Technology (2019).
[2]. Yanglin Zhou, Lin Cheng, Song Ci, Yang Yang, Shiqian Ma. A User-Oriented Pricing Design for Demand Response in Smart Grid[J]. Wireless Communications and Mobile Computing, 2019, 2019.
[3]. Yanwei Liu, Jinxia Liu, Antonios Argyriou, Song Ci. MEC-Assisted Panoramic VR Video Streaming Over Millimeter Wave Mobile Networks[J]. IEEE Transactions on Multimedia, 2018, 21(5): 1302-1316.
[4]. Yanwei Liu*; Jinxia Liu; Antonios Argyriou; Song CiBinocular-Combination-Oriented Perceptual Rate-Distortion Optimization for Stereoscopic Video Coding[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2018, 28(8): 1949-1959.
[5]. Ni Lin&, Song Ci*, Dalei Wu D, Haifeng Guo An Optimization Framework for Dynamically Reconfigurable Battery Systems[J]. IEEE Transactions on Energy Conversion, 2018, 33(4): 1669-1676.
[6]. Yang Yang, Yang Li, Kai Li, Shuang Zhao, Rui Chen, Jun Wang, Song Ci. DECCO: Deep-learning enabled coverage and capacity optimization for massive MIMO systems[J]. IEEE Access, 2018, 6: 23361-23371.
[7]. Yanwei Liu*; Jinxia Liu; Antonios Argyriou; Song Ci3DQoE-Oriented and Energy-Efficient 2D plus Depth Based 3D Video Streaming Over Centrally Controlled Networks[J]. IEEE Transactions on Multimedia, 2018, 20(9): 2439-2453.
[8]. Zejue Wang&*, Hongjia Li*, Dan Hu, Song Ci Transmission Adaptation for Battery-Free Relaying[J]. ACM Transactions on Embedded Computing Systems (TECS), 2018, 17(1): 5.
[9]. Yanwei Liu*; Jinxia Liu; Antonios Argyriou; Song CiCross-layer optimized authentication and error control for wireless 3D medical video streaming over LTE[J]. Journal of Visual Communication and Image Representation, 2017, 46: 208-218.
[10]. Yanwei Liu*; Jinxia Liu; Antonios Argyriou; Song CiBinocular-Combination-Oriented Perceptual Rate-Distortion Optimization for Stereoscopic Video Coding[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2018, 28(8): 1949-1959.
[11]. Yuemei Xu&, Song Ci*, Yang Li, Tao Lin, Gang LiDesign and evaluation of coordinated in-network caching model for content centric networking[J]. Computer Networks, 2016, 110: 266-283.
[12]. Qian Tan&, Wei An*, Yanni Han*, Song Ci, Hui TangAchieving energy‐neutral data transmission by adjusting transmission power for energy‐harvesting wireless sensor networks[J]. Wireless Communications and Mobile Computing, 2016, 16(14): 2083-2097.
[13]. Hongjia Li*, Zejue Wang&, Dan Hu, Song Ci, Zhen XuCross-layer transmission and energy scheduling under full-duplex energy harvesting wireless OFDM joint transmission[J]. Science China Information Sciences, 2016, 59(10): 102310.
[14]. Hanyan Luo&, Wei An&, Song Ci, Dalei Wu* A distributed utility‐based scheduling for peer‐to‐peer video streaming over wireless networks[J]. Wireless Communications and Mobile Computing, 2016, 16(12): 1556-1569.
[15]. Wei An&, Song Ci*, Haiyan Luo, Yanni Han, Tao Lin*, Ding Tang, Ying QiVulnerability‐constrained multiple minimum cost paths for multi‐source wireless sensor networks[J]. Security and Communication Networks, 2016, 9(9): 862-873.
[16]. Wei An&, Nan Qu, Fangming Shao*, Xiangjun Xiong, Song Ci Coverage hole problem under sensing topology in flat wireless sensor networks[J]. Wireless Communications and Mobile Computing, 2016, 16(5): 578-589.
[17]. Pinghua Zhao&, Yanwei Liu*, Jinxia Liu, Ruixiao Yao, Song CiPerceptual rate-distortion optimization for H. 264/AVC video coding from both signal and vision perspectives[J]. Multimedia Tools and Applications, 2016, 75(5): 2781-2800.
[18]. Song Ci*, Ni Lin&, Dalei WuReconfigurable battery techniques and systems: A survey[J]. IEEE Access, 2016, 4: 1175-1189.
[19]. Pinghua Zhao&, Yanwei Liu*, Jinxia Liu, Antonios Argyrious, Song Ci* SSIM-based error-resilient cross-layer optimization for wireless video streaming[J]. Signal Processing: Image Communication, 2016, 40: 36-51.
[20]. Nguyen N. Tran&*, Song Ci*, Ha X. Nguyen CMI analysis and precoding designs for correlated multi-hop MIMO channels[J]. EURASIP Journal on Wireless Communications and Networking, 2015, 2015(1): 127.
[21]. Zejue Wang&, Hongjia Li*, Dan Hu, Song Ci Optimal joint transmission and harvested energy scheduling for renewable energy harvesting enabled cellular network under coordinated multi-point transmission[J]. EURASIP Journal on Wireless Communications and Networking, 2015, 2015(1): 97.
[22]. Yahui Hu, Song CiQoE-driven Joint Resource Allocation and User-paring in Virtual MIMO SC-FDMA Systems[J]. KSII Transactions on Internet and Information Systems (TIIS), 2015, 9(10): 3831-3850.
[23]. Heng Wang&, Hongjia Li, Chaowei Tang*, Lingbo Ye, Xin Chen, Ding Tang, Song Ci Modeling, metrics, and optimal design for solar energy-powered base station system[J]. EURASIP Journal on Wireless Communications and Networking, 2015, 2015(1): 39.
[24]. Wei An&, Song Ci*, Haiyan Luo, Dalei Wu, Viacheslav Adamchuk, Hamid Sharif, Xueyi Wang, Hui TangEffective sensor deployment based on field information coverage in precision agriculture[J]. Wireless Communications and Mobile Computing, 2015, 15(12): 1606-1620.
[25]. Zhenjie Deng&, Yanwei Liu*, Jinxia Liu,Xu Zhou, Song CiQoE-oriented rate allocation for multipath high-definition video streaming over heterogeneous wireless access networks[J]. IEEE Systems Journal, 2017, 11(4): 2524-2535.
[26]. Qian Tan&, Wei An*, Yanni Han, Yanwei Liu, Song Ci, Fangming Shao, Hui TangEnergy harvesting aware topology control with power adaptation in wireless sensor networks[J]. Ad Hoc Networks, 2015, 27: 44-56.
[27]. RuixiaoYao&, Yanwei Liu*, Jinxia Liu, Pinghua Shao, Song CiUtility-based H. 264/SVC video streaming over multi-channel cognitive radio networks[J]. IEEE Transactions on Multimedia, 2015, 17(3): 434-449.
[28]. Dimitrios Kosmanos*, Antonios Argyriou, Yanwei Liu, Leandros Tassiulas, Song CiA cooperative protocol for video streaming in dense small cell wireless relay networks[J]. Signal Processing: Image Communication, 2015, 31: 151-160.
[29]. Wei An&, Jiajun Lin*, Fangming Shao, Haiyan Luo&, Song Ci, Dalei Wu Importance‐based data transmission optimization in multi‐source single‐sink wireless sensor networks[J]. Wireless Communications and Mobile Computing, 2014, 14(11): 1021-1033.
[30]. Yun Ye&*, Song Ci, Ni Lin&, Yi QianCross-layer design for delay-and energy-constrained multimedia delivery in mobile terminals[J]. IEEE Wireless Communications, 2014, 21(4): 62-69.
[31]. Jinxia Liu, Yanwei Liu*, Song Ci, Yun Ye&, Ruixiao Yao&3D visual experience oriented cross-layer optimized scalable texture plus depth based 3D video streaming over wireless networks[J]. Journal of Visual Communication and Image Representation, 2014, 25(5): 1209-1221.
[32]. Yuemei Xu*&, Yang Li, Tao Lin, Zihou Wang&, Guoqiang Zhang, Ding Tang, Song Ci An adaptive per-application storage management scheme based on manifold learning in information centric networks[J]. Future Generation Computer Systems, 2014, 36: 170-179.
[33]. Pinghua Zhao&, Yanwei Liu*, Jinxia Liu, Song Ci, Ruixiao Yao&SSIM-based error-resilient rate-distortion optimization of H. 264/AVC video coding for wireless streaming[J]. Signal Processing: Image Communication, 2014, 29(3): 303-315.
[34]. Endong Tong&, Wenjia Niu*, Gang Li, Ding Tang, Liang Chang, Zhongzhi Shi, Song Ci Bloom filter-based workflow management to enable QoS guarantee in wireless sensor networks[J]. Journal of network and computer applications, 2014, 39: 38-51.
[35]. Yuemei Xu&*, Yang Li,Tao Lin, Zihou Wang&, Wenjia Niu, Hui Tang, Song Ci. A novel cache size optimization scheme based on manifold learning in content centric networking[J]. Journal of Network and Computer Applications, 2014, 37: 273-281.
[36]. Wenjia Niu*, Jun Lei&, Ending Tong&, Liang Chang, Zhongzhi Shi, Song Ci Context-aware service ranking in wireless sensor networks[J]. Journal of Network and Systems Management, 2014, 22(1): 50-74.
[37]. Wenjia Niu*, Gang Li, Endong Tong&, Xinghua Yang, Liang Chang, Zhongzhi Shi, Song Ci. Interaction relationships of caches in agent-based HD video surveillance: Discovery and utilization[J]. Journal of network and computer applications, 2014, 37: 155-169.
3、国际会议论文选(近5年文章)
[1].S. Shen, S Ci, K. Zhang, and X. Liang, “Lifecycle Prediction of Second Use Electric Vehicle Batteries Based on ARIMA Model,” in Global Communications Conference (GLOBECOM), 2019 IEEE. IEEE, 2016, pp. 1–6. （to appear）
[2].H. Li, S. Ci, C. Yang, X. Tan, S. Hou, and Z. Wang. “Moving to Green Edges A cooperative MEC framework to reduce energy demand of clouds,” in Global Communications Conference (GLOBECOM), 2019 IEEE. IEEE, 2016, pp. 1–6. （to appear）
[3].S. Ci, N. Lin, Y. Zhou, H. Li, and Y. Yang, “A new digital power supply system for fog and edge computing,” in 2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC). IEEE, 2018, pp. 1513–1517.
[4].Y. Zhou, S. Ci, H. Li, and Y. Yang, “Designing pricing incentive mechanism for proactive demand response in smart grid,” in 2018 IEEE International Conference on Communications (ICC). IEEE, 2018, pp.1–6.
[5].Y. Zhou, S. Ci, N. Lin, H. Li, and Y. Yang, “Distributed energy management of p2p energy sharing in energy internet based on cloud energy storage,” in Proceedings of the Ninth International Conference on Future Energy Systems. ACM, 2018, pp. 173–177.
[6].Y. Xu, Y. Li, C. Song, T. Lin, and F. Chen, “Distributed caching via rewarding: An incentive caching model for icn,” in GLOBECOM 2017-2017 IEEE Global Communications Conference, 2017, pp. 1–6.
[7].F. Zhang, L. Cheng, S. Ci, R. Huang, and C. Wang, “Concept and analysis of discrete energy internet,” in Energy Internet and Energy System Integration (EI2), 2017 IEEE Conference on. IEEE, 2017, pp. 1–5.
[8].Y. Zhou, S. Ci, H. Li, and Y. Yang, “A new framework for peer-to-peer energy sharing and coordination in the energy internet,” in Communications (ICC), 2017 IEEE International Conference on. IEEE, 2017, pp. 1–6.
[9].N. Lin and S. Ci, “Toward dynamic programming-based management in reconfigurable battery packs,” in Applied Power Electronics Conference and Exposition (APEC), 2017 IEEE. IEEE, 2017, pp. 2136–2140.
[10].Z. Wang, H. Li, X. Huang, and S. Ci, “Modeling and transmission optimization of full-duplex energy harvesting enabled hybrid relaying,” in Global Communications Conference (GLOBECOM), 2016 IEEE. IEEE, 2016, pp. 1–7.
[11].Z. Wang, H. Li, D. Wang, L. Wang, and S. Ci, “Adaptive relaying for full-duplex energy harvesting enabled cooperative communication in harsh environments,” in Military Communications Conference, MILCOM 2016-2016 IEEE. IEEE, 2016, pp. 85–90.
[12].Y. Zhou, F. Gao, S. Ci, Y. Yang, and Y. Xu, “Time-of-use pricing in retail electricity market: Step tariff vs. usage-based schemes,” in Probabilistic Methods Applied to Power Systems (PMAPS), 2016 International Conference on. IEEE, 2016, pp. 1–5.
[13].Z. Deng, Y. Liu, J. Liu, X. Chen, A. Argyriou, Z. Xu, and S. Ci, “Cross-network and cross-layer optimized video streaming over lte and wcdma downlink,” in Computers and Communication (ISCC), 2016 IEEE Symposium on. IEEE, 2016, pp. 868–873.
[14].Y. Liu, J. Liu, Z. Xu, and S. Ci, “Choquet integral based qos-to-qoe mapping for mobile vod applications,” in Quality of Service (IWQoS), 2016 IEEE/ACM 24th International Symposium on. IEEE, 2016, pp. 1–6.
[15].N. Lin, S. Ci, and D. Wu, “A novel low-cost online state of charge estimation method for reconfigurable battery pack,” in Applied Power Electronics Conference and Exposition (APEC), 2016 IEEE. IEEE, 2016, pp. 3189–3192.
[16].Y. Xu, S. Ma, Y. Li, F. Chen, and S. Ci, “P-cls: a popularity-driven caching location and searching scheme in content centric networking,” in Computing and Communications Conference (IPCCC), 2015 IEEE 34th International Performance. IEEE, 2015, pp. 1–8.
[17].H. Li, D. Hu, and S. Ci, “icacheos: In-ran caches orchestration strategy through content joint wireless and backhaul routing in smallcell networks,” in Global Communications Conference (GLOBECOM), 2015 IEEE. IEEE, 2015, pp. 1–7.
[18].S. Yuan, T. Lin, S. Bai, and C. Song, “User-oriented qoe-driven server selection for multimedia service provisioning in content distribution networks,” in IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications, 2015.
[19].Y. Xu, Z. Wang, Y. Li, T. Lin, W. An, and S. Ci, “Minimizing bandwidth cost of ccn: a coordinated in-network caching approach,” in Computer Communication and Networks (ICCCN), 2015 24th International Conference on. IEEE, 2015, pp. 1–7.
[20].S. Zhang, Y. Zhang, Y. Qin, Y. Han, Z. Zhao, and S. Ci, “Osdt: A scalable application-level scheduling scheme for tcp incast problem,” in Communications (ICC), 2015 IEEE International Conference on. IEEE, 2015, pp. 325–331.
[21].J. Sun, Y. Zhang, D. Tang, S. Zhang, Z. Zhao, and S. Ci, “Tcp-fnc: a novel tcp with network coding for wireless networks,” in Communications (ICC), 2015 IEEE International Conference on. IEEE, 2015, pp. 2078–2084.
[22].A. Argyriou, D. Kosmanos, L. Tassiulas, Y. Liu, and S. Ci, “Videoaware time-domain resource partitioning in heterogeneous cellular networks,” in Communications (ICC), 2015 IEEE International Conference on. IEEE, 2015, pp. 6948–6952.
[23].P. Zhao, Y. Liu, J. Liu, R. Yao, S. Ci, and A. Argyriou, “Transmit power aware cross-layer optimization for lte uplink video streaming,” in Communications (ICC), 2015 IEEE International Conference on. IEEE, 2015, pp. 6785–6790.
[24].H. Li, D. Hu, X. Chen, and S. Ci, “High-resolution cell breathing for improving energy efficiency of ultra-dense hetnets,” in Wireless Communications and Networking Conference (WCNC), 2015 IEEE. IEEE, 2015, pp. 1458–1463.
[25].S. Zhang, Y. Zhang, Y. Qin, Y. Han, and S. Ci, “Modeling and understanding tcp’s fairness problem in data center networks,” in Cloud Computing Technology and Science (CloudCom), 2014 IEEE 6th International Conference on. IEEE, 2014, pp. 605–610.
[26].Z. Wang, H. Li, X. Chen, and S. Ci, “Optimal joint transmission scheduling for green energy powered coordinated multi-point transmission system,” in Global Communications Conference (GLOBECOM), 2014 IEEE. IEEE, 2014, pp. 2690–2696.
[27].R. Yao, Y. Liu, J. Liu, P. Zhao, and S. Ci, “Hierarchical-matching based scalable video streaming over multi-channel cognitive radio networks,” in Global Communications Conference (GLOBECOM), 2014 IEEE. IEEE, 2014, pp. 1400–1405.
[28].R. Yao, Y. Liu, J. Liu, P. Zhao, and S. Ci, “Intrinsic flexibility exploiting for scalable video streaming over multi-channel wireless networks,” in Visual Communications and Image Processing Conference, 2014 IEEE. IEEE, 2014, pp. 57–60.
[29].N. Lin, S. Ci, and H. Li, “An enhanced circuit-based battery model with considerations of temperature effect,” in Energy Conversion Congress and Exposition (ECCE), 2014 IEEE. IEEE, 2014, pp. 3985–3989.
[30].T. Lin, Y. Xu, G. Zhang, Y. Xin, Y. Li, and S. Ci, “R-icdn: an approach supporting flexible content routing for isp-operated cdn,” in Proceedings of the 9th ACM workshop on Mobility in the evolving internet architecture. ACM, 2014, pp. 61–66.
[31].Y. Ye, S. Ci, and Y. Liu, “Computation scalable disparity estimation for delay sensitive 3d video surveillance system,” in Advanced Video and Signal Based Surveillance (AVSS), 2014 11th IEEE International Conference on. IEEE, 2014, pp. 210–215.
[32].S. Yuan, D. Tang, Y. Liu, S. Bai, T. Lin, and S. Ci, “Context-aware distributed service provisioning based on anycast for informationcentric network,” in Computer Communication and Networks (ICCCN), 2014 23rd International Conference on. IEEE, 2014, pp. 1–7.
[33].W. An, C. Ren, S. Ci, D. Wu, H. Luo, and Y. Liu, “A novel lowcomplexity method for determining nonadditive interaction measures based on least-norm learning,” in Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. IEEE, 2014, pp. 1705–1712.
[34].Y. Xu, Y. Li, Z. Wang, T. Lin, G. Zhang, and S. Ci, “Coordinated caching model for minimizing energy consumption in radio access network,” in Communications (ICC), 2014 IEEE International Conference on. IEEE, 2014, pp. 2406–2411.4
[35].H. Wang, H. Li, X. Chen, Y. Qin, L. Yang, S. Ci, and H. Tang, “Liquid cell management for reducing energy consumption expenses in hybrid energy powered cellular networks,” in Wireless Communications and Networking Conference (WCNC), 2014 IEEE. IEEE, 2014, pp. 1632– 1637.
[36].H. Wang, H. Li, Z. Wang, X. Chen, and S. Ci, “Stochastic queue modeling and key design metrics analysis for solar energy powered cellular networks,” in Computing, Networking and Communications (ICNC), 2014 International Conference on. IEEE, 2014, pp. 472– 477.
[37].J. Song, Y. Liu, J. Liu, S. Ci, Y. Qin, and Y. Li, “Qoe space based qoe adaptation algorithm for svc-p2p video streaming systems,” in Consumer Communications and Networking Conference (CCNC), 2014 IEEE 11th. IEEE, 2014, pp. 23–28.
[38].W. Niu, J. Lei, E. Tong, G. Li, L. Chang, Z. Shi, and S. Ci, “Contextaware service ranking in wireless sensor networks,” Journal of Network and Systems Management, vol. 22, no. 1, pp. 50–74, 2014.
[39].W. Niu, G. Li, E. Tong, X. Yang, L. Chang, Z. Shi, and S. Ci, “Interaction relationships of caches in agent-based hd video surveillance: Discovery and utilization,” Journal of network and computer applications, vol. 37, pp. 155–169, 2014.
4、国内期刊论文选(近5年文章)
[1].徐睿,肖监,范伟,慈松,丛中笑,李鹏程.储能式充电桩参与电网需求侧响应联合运行优化. 电力大数据,2019,22(08):8-13.
[2].慈松.数字储能系统. 全球能源互联网,2018,1(03):338-347.
[3].刘宝昌,慈松.面向可持续ICT的互联网化能量管控和运营. 电信科学,2018,34(03):156-161.
[4].慈松,周杨林,林倪.软件定义可重构电池系统及其应用. 中国材料进展,2017,36(10):694-699.
[5].慈松.推广储能的共享经济模式支撑能源互联网的发展.电器工业,2017(11):49-50.
[6].刘冠伟,张亦弛,慈松,余占清,曾嵘.柔性电化学储能器件研究进展. 储能科学与技术,2017,6(01):52-68.
[7].慈松.能源互联网中的分布式储能. 高科技与产业化,2016(04):59-62.
[8].慈松.充电桩模式将陷困境?用户自主换电模式才是未来. 新材料产业,2016(03):60-63.
[9].慈松.能量信息化和互联网化管控技术及其在分布式电池储能系统中的应用. 中国电机工程学报,2015,35(14):3643-3648.
[10].赵平华,刘金霞,齐宏钢,刘延伟,慈松.基于结构相似的LTE上行跨层视频优化. 网络新媒体技术,2015,4(04):41-46+50.
[11].慈松.基于全生命周期优化管理的锂电池梯次利用. 新材料产业,2015(04):41-46.
[12]. 刘延伟,刘金霞,慈松,要瑞霄,赵平华,王遵义.3DQoE评价方法及其模型研究进展综述. 电子学报,2015,43(03):568-576.
[13].邓振杰,刘延伟,刘银龙,胡亚辉,慈松.一种多路传输可伸缩视频流的分组调度算法. 网络新媒体技术,2014,3(05):37-42+46.
[14].慈松,李宏佳,陈鑫,王强文.能源互联网重要基础支撑:分布式储能技术的探索与实践. 中国科学:信息科学,2014,44(06):762-773.
[15].慈松,李宏佳.分布式储能技术的探索与实践. 国防科技,2014,35(03):6-9.
[16].慈松,于冰,韩言妮.虚拟网络的服务迁移技术研究. 中兴通讯技术,2014,20(03):32-35+40.
[17].王振豪,刘银龙,胡亚辉,赵志军,慈松.面向QoE的LTE网络故障定位与优化技术. 工业和信息化教育,2014(05):83-90.
[18].王振豪,胡亚辉,慈松.面向QoE的LTE网络流媒体业务半实物仿真平台. 系统仿真学报,2014,26(03):556-561.
[19].刘金霞,刘延伟,慈松.基于跨层码率适配和差错控制的3D视频无线传输方法. 电子学报,2014,42(02):312-318.
5、申请专利(Selected)
[1].岳阳，程林，慈松，周杨林，项添春，马世乾，王旭东，姚宗强. 一种电池充放电的控制方法及其系统. 专利申请号：CNA；申请日：2019 .05 .16；申请人：清华大学, 国网天津市电力公司电力科学研究院, 国网天津市电力公司, 国家电网有限公司；法律状态：申请.
[2].周杨林,慈松,程林,岳阳,项添春,马世乾,王旭东,姚宗强. 一种提升电池单体soc估算精度的方法和系统. 专利申请号： CNA;申请日:2019 .02 .26; 申请人：清华大学, 国网天津市电力公司电力科学研究院, 国网天津市电力公司, 国家电网公司; 法律状态：申请.
[3].马世乾,项添春,王旭东,丁一, 李国栋, 崇志强, 吴磊, 郭悦, 于建成, 赵长伟, 姚宗强, 慈松, 岳阳, 王越, 侯恺. 一种考虑储能参与度的综合能源微网储能容量配置方法. 专利申请号：CNA; 申请日：2018 .10 .24; 申请人：国网天津市电力公司电力科学研究院, 国网天津市电力公司, 国家电网有限公司, 清华大学, 天津大学; 法律状态：申请.
[4].周杨林, 慈松, 程林, 岳阳, 项添春, 马世乾, 王旭东, 姚宗强. 一种电池能量状态的评估方法及其评估系统. 专利申请号：CNA; 申请日：2018 .09 .29; 申请人： 清华大学, 国网天津市电力公司电力科学研究院, 国网天津市电力公司; 法律状态：申请.
[5].慈松. 一种电池状态实时估算的装置和方法. 专利申请号：CNA; 申请日：2018 .03 .15; 申请人：慈松; 法律状态：申请.
[6].杜旭浩, 李秉宇, 潘瑾, 李晓峰, 庞先海, 董驰, 慈松. 一种基于云平台的蓄电池soc估算方法 . 专利申请号：CNA; 申请日：2017.12.27; 申请人：国网河北省电力有限公司电力科学研究院, 国家电网公司, 国网河北能源技术服务有限公司; 法律状态：申请.
[7].李秉宇, 杜旭浩, 贾伯岩, 范辉, 赵建利, 陈二松, 慈松 一种电力系统蓄电池的动态重组方法及其均衡控制系统. 专利申请号: CNA; 申请日: 2017.12.25; 申请人: 国网河北省电力有限公司电力科学研究院, 国家电网公司, 国网河北能源技术服务有限公司. 法律状态: 申请
[8].陈盛燃, 黄裕春, 许苑, 陈健, 慈松, 王珂, 刘伟明, 李涛, 林琳, 陈丽萍. 储能电站的充放电控制方法及装置. 专利申请号: CNB; 申请日: 2017 .12 .14; 申请人: 广州供电局有限公司;清华大学. 法律状态: 申请
[9].陈盛燃, 慈松, 王珂, 刘伟明, 黄裕春等 电池组管控系统及控制方法. 专利申请号: CNA; 申请日: 2017.06.05; 申请人: 广州供电局有限公司;清华大学; 慈松. 法律状态: 申请
[10].陈盛燃, 慈松, 王珂等; 退役电池组管控装置及储能电站. 专利申请号: CNU; 申请日: 2017.06.05; 申请人: 广州供电局有限公司;清华大学;慈松; 法律状态: 授权
[11].慈松. 一种数字电池能量交换系统. 专利申请号: CNA; 申请日: 2017.05.19; 申请人: 慈松. 法律状态: 申请
[12].刘宝昌, 慈松, 马雁序, 李玉昇等. 一种分布式低压直流数字程控电源一体化机柜. 专利申请号: CNU; 申请日: 2017.02.13; 申请人: 刘宝昌, 慈松, 李玉昇; 法律状态: 授权
[13].慈松. 基站机房UPS铅酸电池管控装置. 专利申请号: CNU; 申请日: 2016.11.29; 申请人: 慈松; 法律状态: 授权
[14].慈松. 一种模块化电池网络系统和模块化电池网络系统管理方法. 专利申请号: CNA; 申请日: 2016.1.20; 申请人: 慈松. 法律状态: 授权
[15].慈松. 一种基站机房ups铅酸电池管控装置. 专利申请号: CNA; 申请日: 2016.1.20; 申请人: 慈松. 法律状态: 授权
[16].慈松. 一种模块化电池网络系统. 专利申请号: CNU; 申请日: 2016.1.20; 申请人: 慈松. 法律状态: 授权
[17].慈松. 一种基站机房UPS铅酸电池管控方法与装置. 专利申请号: CNA; 申请日: 2016.1.20; 申请人: 慈松; 法律状态: 申请
[18].慈松. 一种模块化电池网络系统. 专利申请号: CNU; 申请日: 2016.1.20; 申请人: 慈松. 法律状态: 授权
[19].慈松. 一种模块化电池网络系统和模块化电池网络系统管理方法. 专利申请号: CNB; 申请日: 2016.1.20; 申请人: 慈松; 法律状态: 授权
[20].慈松, 王强文. 一种用于多电池或多电池组并联充电或放电的电流均衡控制系统. 专利申请号: CNU; 申请日: 2014.1.9; 申请人: 慈松; 法律状态: 授权
[21].慈松;王强文. 一种用于多电池或多电池组并联充电或放电的电流均衡的方法与系统. 专利申请号: CNB; 申请日: 2014.1.9; 申请人: 慈松; 法律状态: 授权
[22].慈松;王强文. 一种多模块备份电池管理系统与直流母线的对接及配置的系统 . 专利申请号: CNU; 申请日: 2013.9.2; 申请人: 慈松; 法律状态: 授权
[23].慈松;李宏佳. 分布式电池供电装置及方法. 专利申请号: CNU; 申请日: 2012.9.20; 申请人: 慈松; 法律状态: 授权
[24].慈松. 自动调节电池组充放电的装置及方法. 专利申请号: CNA; 申请日: 2010.12.17; 申请人: 慈松; 法律状态: 申请
[25].Song Ci. Smart battery and smart battery systems. 专利申请号: US15/091428; 申请日: 2016.4.5; 申请人: Song Ci; 法律状态: 申请
[26].Song Ci. Modular battery network systems and methods for managing Modular battery network systems. 专利申请号: US14/824,753; 申请日: 2015.8.12; 申请人: Song Ci; 法律状态: 授权
[27].Song Ci. Cloud Based Energy System. 专利申请号: USA1; 申请日: 2012.11.15; 申请人: Song Ci; 法律状态: 申请
[28].Song Ci. Distributed power supply system and method. 专利申请号: US**B2; 申请日: 2012.9.20; 申请人: Song Ci; 法律状态: 授权.