[1]齐小刚,张仲华,宋卫星,等.多中心维修任务分配研究现状[J].智能系统学报,2022,17(3):448-458.[doi:10.11992/tis.202109008]
 QI Xiaogang,ZHANG Zhonghua,SONG Weixing,et al.Research status of multicenter maintenance task assignment[J].CAAI Transactions on Intelligent Systems,2022,17(3):448-458.[doi:10.11992/tis.202109008]
点击复制

多中心维修任务分配研究现状

参考文献/References:
[1] 张守玉, 刘兵, 张炜. 美军“21世纪远征后勤”转型对我军装备保障改革的启示[J]. 装备学院学报, 2016, 27(6): 12–15
ZHANG Shouyu, LIU Bing, ZHANG Wei. Enlightenments of transformation of USArmy’s 21st century expedition logistics for the PLA’s equipment support reform[J]. Journal of equipment academy, 2016, 27(6): 12–15
[2] 曾拥华, 严骏, 冯柯, 等. 装备战场损伤等级评定系统分析与设计[J]. 兵工学报, 2005, 26(4): 531–534
ZENG Yonghua, YAN Jun, FENG Ke, et al. Analysis and design of assessment system for damage degree of equipment on battlefield[J]. Acta armamentarii, 2005, 26(4): 531–534
[3] 赵英俊, 宋文焦, 段楠楠, 等. 地空导弹装备战场损伤等级的综合指标评判[J]. 火力与指挥控制, 2011, 36(1): 108–110,117
ZHAO Yingjun, SONG Wenjiao, DUAN Nannan, et al. The comprehensive index judgement to the battlefield damage level of the ground to air missile equipment[J]. Fire control and command control, 2011, 36(1): 108–110,117
[4] 刘俊杰, 吕学志, 曲长征. 基于ELECTRE TRI的维修任务优先级分类方法[J]. 火力与指挥控制, 2012, 37(S1): 18–21,24
LIU Junjie, LYU Xuezhi, QU Changzheng. A priori ty sorting approach of maintenance task during mission based on ELECTRE TRI[J]. Fire control and command control, 2012, 37(S1): 18–21,24
[5] 张仕新, 昝翔, 李浩, 等. 状态维修关键技术及应用的研究现状与展望[J]. 兵工自动化, 2014, 33(10): 15–21
ZHANG Shixin, ZAN Xiang, LI Hao, et al. Research status and prospect of condition-based maintenance key technology and application[J]. Ordnance industry automation, 2014, 33(10): 15–21
[6] RACIOPPI V, MARCARELLI G, SQUILLANTE M. Modelling a sustainable requalification problem by analytic hierarchy process[J]. Quality and quantity, 2015, 49(4): 1661–1677.
[7] 胡金海, 余治国, 翟旭升, 等. 基于改进D-S证据理论的航空发动机转子故障决策融合诊断研究[J]. 航空学报, 2014, 35(2): 436–443
HU Jinhai, YU Zhiguo, ZHAI Xusheng, et al. Research of decision fusion diagnosis of aero-engine rotor fault based on improved D-S theory[J]. Acta aeronautica et astronautica sinica, 2014, 35(2): 436–443
[8] NIEUWENHUIJZE M J, KORSTJENS I, DE JONGE A, et al. On speaking terms: a Delphi study on shared decision-making in maternity care[J]. BMC pregnancy and childbirth, 2014, 14(1): 1–11.
[9] 崔建国, 傅康毅, 陈希成, 等. 基于灰色模糊与层次分析的多属性飞机维修决策方法[J]. 航空学报, 2014, 35(2): 478–486
CUI Jianguo, FU Kangyi, CHEN Xicheng, et al. Multiple attribute maintenance decision making of aircraft based on grey-fuzziness and analytical hierarchy process[J]. Acta aeronautica et astronautica sinica, 2014, 35(2): 478–486
[10] 胡丽芳, 王晨熙, 朱靖, 等. 闭世界框架下灰色模糊多属性决策方法[J]. 控制与决策, 2014, 29(2): 246–250
HU Lifang, WANG Chenxi, ZHU Jing, et al. Approach for grey fuzzy MADA in closed world[J]. Control and decision, 2014, 29(2): 246–250
[11] CHARILAS D E, PANAGOPOULOS A D, MARKAKI O I. A unified network selection framework using principal component analysis and multi attribute decision making[J]. Wireless personal communications, 2014, 74(1): 147–165.
[12] 刘满凤, 任海平. 基于一类新的直觉模糊熵的多属性决策方法研究[J]. 系统工程理论与实践, 2015, 35(11): 2909–2916
LIU Manfeng, REN Haiping. A study of multi-attribute decision making based on a new intuitionistic fuzzy entropy measure[J]. Systems engineering-theory and practice, 2015, 35(11): 2909–2916
[13] XU Yejun, HUANG Chao, DA Qingli, et al. Linear goal programming approach to obtaining the weights of intuitionistic fuzzy ordered weighted averaging operator[J]. Journal of systems engineering and electronics, 2010, 21(6): 990–994.
[14] 郭金维, 蒲绪强, 高祥, 等. 一种改进的多目标决策指标权重计算方法[J]. 西安电子科技大学学报, 2014, 41(6): 118–125
GUO Jinwei, PU Xuqiang, GAO Xiang, et al. Improved method on weights determination of indexes in multi-objective decision[J]. Journal of Xidian University, 2014, 41(6): 118–125
[15] YEH H C, CHEN Y C, WEI C. A new approach to selecting a regionalized design hyetograph by principal component analysis and analytic hierarchy process[J]. Paddy and water environment, 2013, 11(1/2/3/4): 73–85.
[16] SU Chong, LI Hongguang. Approaches to affective computing and learning towards interactive decision making in process control engineering[J]. Acta automatica sinica, 2013, 39(5): 617–625.
[17] HUANG Yinjuan, HUANG Liujia. Experimental teaching quality evaluation practice based on AHP-fuzzy comprehensive evaluation model[M]//Intelligent Computing Theories and Technology. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013: 94–100.
[18] VEGA A, AGUARóN J, GARCíA-ALCARAZ J, et al. Notes on dependent attributes in TOPSIS[J]. Procedia computer science, 2014, 31: 308–317.
[19] ZHAO Suozhu, YANG Wei, LI Jun, et al. Aircraft concept evaluation and effectiveness-based decision-making[J]. Transactions of Nanjing University of Aeronautics and Astronautics, 2013, 30(1): 8–16.
[20] YARI M, MONJEZI M, BAGHERPOUR R, et al. Developing a mathematical assessment model for blasting patterns management: Sungun copper mine[J]. Journal of Central South University, 2014, 21(11): 4344–4351.
[21] 刘满凤, 陶长琪, 柳键. 运筹学教程[M]. 北京: 清华大学出版社, 2010.
[22] 张波, 商豪. 应用随机过程[M]. 4版. 北京: 中国人民大学出版社, 2016.
[23] BRUNEEL H, FIEMS D, WALRAEVENS J, et al. Queueing models for the analysis of communication systems[J]. TOP, 2014, 22(2): 421–448.
[24] SRIDHARAN V, JAYASHREE P J. Some characteristics on a finite queue with normal partial and total failures[J]. Microelectronics reliability, 1996, 36(2): 265–267.
[25] 刘瑞芝. 服务台修复非新的可修排队系统[D]. 秦皇岛: 燕山大学, 2016.
LIU Ruizhi. The queuing systems with repairabie deteriorate service station[D]. Qinhuangdao: Yanshan University, 2016.
[26] ECONOMOU A, KANTA S. Equilibrium balking strategies in the observable single-server queue with breakdowns and repairs[J]. Operations research letters, 2008, 36(6): 696–699.
[27] LI Xiangyu, WANG Jinting, ZHANG Feng. New results on equilibrium balking strategies in the single-server queue with breakdowns and repairs[J]. Applied mathematics and computation, 2014, 241: 380–388.
[28] LI Le, WANG Jinting, ZHANG Feng. Equilibrium customer strategies in Markovian queues with partial breakdowns[J]. Computers and industrial engineering, 2013, 66(4): 751–757.
[29] YU Senlin, LIU Zaiming, WU Jinbiao. Strategic behavior in the partially observable Markovian queues with partial breakdowns[J]. Operations research letters, 2017, 45(5): 471–474.
[30] XU Biao, XU Xiuli. Equilibrium strategic behavior of customers in the M/M/1 queue with partial failures and repairs[J]. Operational research, 2018, 18(2): 273–292.
[31] YANG Tengteng, WANG Jinting, ZHANG Feng. Equilibrium balking strategies in the geo/geo/1 queues with server breakdowns and repairs[J]. Quality technology and quantitative management, 2014, 11(3): 231–243.
[32] BOUDALI O, ECONOMOU A. Optimal and equilibrium balking strategies in the single server Markovian queue with catastrophes[J]. European journal of operational research, 2012, 218(3): 708–715.
[33] BOUDALI O, ECONOMOU A. The effect of catastrophes on the strategic customer behavior in queueing systems[J]. Naval research logistics (NRL), 2013, 60(7): 571–587.
[34] 马占友, 王文博, 郑晓铭. 带抢占优先权和同步多重工作休假的M/M/c排队模型[J]. 重庆师范大学学报(自然科学版), 2018, 35(3): 96–100
MA Zhanyou, WANG Wenbo, ZHENG Xiaoming. The M/M/c queueing model with preemptive priority and multiple synchronous working vacation[J]. Journal of Chongqing Normal University (natural science edition), 2018, 35(3): 96–100
[35] 马占友, 王文博, 王哲, 等. 带非抢占优先权和可变服务率的离散工作休假排队[J]. 河南师范大学学报(自然科学版), 2018, 46(1): 23–28
MA Zhanyou, WANG Wenbo, WANG Zhe, et al. The discrete time working vacation queue with non-preemptive priority and variable service rates[J]. Journal of Henan Normal University (natural science edition), 2018, 46(1): 23–28
[36] YANG W S, CHAE K C. A note on the GI/M/1 queue with Poisson negative arrivals[J]. Journal of applied probability, 2001, 38(4): 1081–1085.
[37] SHIMOGAWA S, TAKAHASHI Y. On a set of interdeparture time distributions of the m/g/1 queue with server vacations[J]. Journal of the operations research society of Japan, 1993, 36(4): 206–219.
[38] 刘楠. 带有不耐烦顾客的M/M/m排队系统的顾客损失率[D]. 秦皇岛: 燕山大学, 2015.
LIU Nan. The loss probabity of an M/M/m queuing system with impatient customers[D]. Qinhuangdao: Yanshan University, 2015.
[39] BALACHANDRAN K R. Purchasing priorities in queues[J]. Management science, 1972, 18(5): 319–326.
[40] ADIRI I, YECHIALI U. Optimal priority-purchasing and pricing decisions in nonmonopoly and monopoly queues[J]. Operations research, 1974, 22(5): 1051–1066.
[41] HASSIN R, HAVIV M. Equilibrium threshold strategies: the case of queues with priorities[J]. Operations research, 1997, 45(6): 966–973.
[42] LILLO R E. Optimal control of an M/G/1 queue with impatient priority customers[J]. Naval research logistics (NRL), 2001, 48(3): 201–209.
[43] SUN Wei, GUO Pengfei, TIAN Naishuo, et al. Relative priority policies for minimizing the cost of queueing systems with service discrimination[J]. Applied mathematical modelling, 2009, 33(11): 4241–4258.
[44] XU Biao, XU Xiuli, WANG Xianying. Optimal balking strategies for high-priority customers in M/G/1 queues with 2 classes of customers[J]. Journal of applied mathematics and computing, 2016, 51(1/2): 623–642.
[45] CHOUDHURY G. On a batch arrival Poisson queue with a random setup time and vacation period[J]. Computers and operations research, 1998, 25(12): 1013–1026.
[46] ALLAHVERDI A, NG C T, CHENG T C E, et al. A survey of scheduling problems with setup times or costs[J]. European journal of operational research, 2008, 187(3): 985–1032.
[47] 张杰. 带休假延迟和启动时间的M/M/1多重休假排队系统分析[J]. 阜阳师范学院学报(自然科学版), 2015, 32(3): 21–24,34
ZHANG Jie. Analysis of multiple vacation M/M/1 queue with delayed vacation and setup time[J]. Journal of Fuyang teachers college (natural science edition), 2015, 32(3): 21–24,34
[48] 马占友, 许敏杰, 郑晓铭, 等. 带服务台故障及启动期和备用服务台的GeomGeom 1+1排队系统[J]. 西北师范大学学报(自然科学版), 2017, 53(3): 28–33
MA Zhanyou, XU Minjie, ZHENG Xiaoming, et al. The Geom/Geom/1+1 queue system with server breakdowns and a spare server with setup time[J]. Journal of northwest normal university (natural science edition), 2017, 53(3): 28–33
[49] MACCIO V J, DOWN D G. Structural properties and exact analysis of energy-aware multiserver queueing systems with setup times[J]. Performance evaluation, 2018, 121/122: 48–66.
[50] BURNETAS A, ECONOMOU A. Equilibrium customer strategies in a single server Markovian queue with setup times[J]. Queueing systems, 2007, 56(3/4): 213–228.
[51] SUN Wei, GUO Pengfei, TIAN Naishuo. Equilibrium threshold strategies in observable queueing systems with setup/closedown times[J]. Central European journal of operations research, 2010, 18(3): 241–268.
[52] SUN Wei, WANG Yulan, TIAN Naishuo. Pricing and setup/closedown policies in unobservable queues with strategic customers[J]. 4OR, 2012, 10(3): 287–311.
[53] ZHANG Feng, WANG Jinting, LIU Bin, et al. Equilibrium joining probabilities in observable queues with general service and setup times[J]. Journal of industrial & management optimization, 2013, 9(4): 901–917.
[54] HAO Yaqian, WANG Jinting, WANG Zhongbin, et al. Equilibrium joining strategies in the M/M/1 queues with setup times under N-policy[J]. Journal of systems science and systems engineering, 2019, 28(2): 141–153.
[55] CHOUDHURY B B, MISHRA D, BISWAL B B. Task assignment and scheduling in a constrained manufacturing system using GA[J]. International journal of agile systems and management, 2008, 3(1/2): 127.
[56] YU Huili, MEIER K, ARGYLE M, et al. Cooperative path planning for target tracking in urban environments using unmanned air and ground vehicles[J]. IEEE/ASME transactions on mechatronics, 2015, 20(2): 541–552.
[57] GOPALAKRISHNAN M, MOHAN S, HE Z. A tabu search heuristic for preventive maintenance scheduling[J]. Computers and industrial engineering, 2001, 40(1/2): 149–160.
[58] MACEDO R, BENMANSOUR R, ARTIBA A, et al. Scheduling preventive railway maintenance activities with resource constraints[J]. Electronic notes in discrete mathematics, 2017, 58: 215–222.
[59] 薛桂香. 基于动态遗传算法的网格任务调度算法研究[D]. 天津: 天津大学, 2006.
XUE Guixiang. Research on task scheduling algorithms for grid computing by dynamic genetic algorithms[D]. Tianjin: Tianjin University, 2006.
[60] SHI Jiaqi, TAN Li, LIAN Xiaofeng, et al. A multi- unmanned aerial vehicle dynamic task assignment method based on bionic algorithms[J]. Computers and electrical engineering, 2022, 99: 107820.
[61] JIA Zhenyue, YU Jianqiao, AI Xiaolin, et al. Cooperative multiple task assignment problem with stochastic velocities and time windows for heterogeneous unmanned aerial vehicles using a genetic algorithm[J]. Aerospace science and technology, 2018, 76: 112–125.
[62] KEISER C N, JONES D K, MODLMEIER A P, et al. Exploring the effects of individual traits and within-colony variation on task differentiation and collective behavior in a desert social spider[J]. Behavioral ecology and sociobiology, 2014, 68(5): 839–850.
[63] KHOUADJIA M R, SARASOLA B, ALBA E, et al. A comparative study between dynamic adapted PSO and VNS for the vehicle routing problem with dynamic requests[J]. Applied soft computing, 2012, 12(4): 1426–1439.
[64] JIA Yunxian, SUN Lei, WANG Yabin, et al. Research on maintenance task allocation and support resource requirement analysis for ordnance equipment[C]//2012 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering. Chengdu: IEEE, 2012: 459–465.
[65] YUAN CHUN, GUO LI-BIN, YONG QI-DONG. Research on the maintenance task allocation of oil equipments[C]// 2012 IEEE Symposium on Robotics and Applications (ISRA) 2012. Chongqing: IEEE, 2012: 97–100.
[66] 李龙跃, 刘付显, 赵麟锋. 对多波次目标直接分配到弹的反导火力规划方法[J]. 系统工程与电子技术, 2014, 36(11): 2206–2212
LI Longyue, LIU Fuxian, ZHAO Linfeng. Direct interceptor allocation method in antimissile firepower planning for multiple wave targets[J]. Systems engineering and electronics, 2014, 36(11): 2206–2212
[67] 曾家有, 王国卫, 钟建林, 等. 多平台舰舰导弹饱和攻击几个协同问题与模型[J]. 兵工学报, 2014, 35(2): 256–261
ZENG Jiayou, WANG Guowei, ZHONG Jianlin, et al. Research on cooperative saturation attack problems and models of ship-to-ship missiles from multi-ship platforms[J]. Acta armamentarii, 2014, 35(2): 256–261
[68] Yang Shengxiang, RENATO T. A hybrid immigrants scheme for genetic algorithms in dynamic environments[J]. International journal of automation and computing, 2007(3): 243–254.
[69] KIRKPATRICK S, GELATT C D Jr, VECCHI M P. Optimization by simulated annealing[J]. Science, 1983, 220(4598): 671–680.
[70] HOLLAND J H. Adaptation in natural and artificial systems[M]. Ann Arbor: University of Michigan Press, 1975.
[71] 罗雄, 钱谦, 伏云发. 遗传算法解柔性作业车间调度问题应用综述[J]. 计算机工程与应用, 2019, 55(23): 15–21,34
LUO Xiong, QIAN Qian, FU Yunfa. Review of application of genetic algorithms for solving flexible job shop scheduling problems[J]. Computer engineering and applications, 2019, 55(23): 15–21,34
[72] 刘国强. 基于遗传算法的维修性分配方法及其应用[D]. 长沙: 国防科学技术大学, 2010.
LIU Guoqiang. The research and application of maintainability allocation method based on genetic algorithm[D]. Changsha: National University of Defense Technology, 2010.
[73] TEOH B E, PONNAMBALAM S G, KANAGARAJ G. Differential evolution algorithm with local search for capacitated vehicle routing problem[J]. International journal of bio-inspired computation, 2015, 7(5): 321.
[74] LIN J, ZHOU Wei, WOLFSON O. Electric vehicle routing problem[J]. Transportation research procedia, 2016, 12: 508–521.
[75] LAPORTE G. Scheduling issues in vehicle routing[J]. Annals of operations research, 2016, 236(2): 463–474.
[76] GAWRILOW E, KLIMM M, M?HRING R H, et al. Conflict-free vehicle routing[J]. EURO journal on transportation and logistics, 2012, 1(1/2): 87–111.
[77] 张景玲, 王万良, 赵燕伟. 基于沿途补货的多配送中心动态需求VRP建模及优化[J]. 计算机集成制造系统, 2013, 19(4): 869–878
ZHANG Jingling, WANG Wanliang, ZHAO Yanwei. Modeling and optimization for dynamic requests multi-depot vehicle routing problem with replenishment on the way[J]. Computer integrated manufacturing systems, 2013, 19(4): 869–878
[78] XU Degang, XIAO Renbin. An improved genetic clustering algorithm for the multi-depot vehicle routing problem[J]. International journal of wireless and mobile computing, 2015, 9(1): 1–7.
[79] MU Dong, WANG Chao, ZHAO Fu, et al. Solving vehicle routing problem with simultaneous pickup and delivery using parallel simulated annealing algorithm[J]. International journal of shipping and transport logistics, 2016, 8(1): 81.
[80] 曾正洋, 许维胜, 徐志宇, 等. 两级车辆路径问题的多起始点变邻域下降算法[J]. 同济大学学报(自然科学版), 2014, 42(10): 1530–1535
ZENG Zhengyang, XU Weisheng, XU Zhiyu, et al. A multi-start variable neighborhood descent algorithm for two-echelon vehicle routing problem[J]. Journal of Tongji University (natural science edition), 2014, 42(10): 1530–1535
[81] 刘家利, 马祖军. 存在车辆租赁及共享且有时间窗的多配送中心开环VRP[J]. 系统工程理论与实践, 2013, 33(3): 666–675
LIU Jiali, MA Zujun. Multi-depot open vehicle routing problem with time windows based on vehicle leasing and sharing[J]. Systems engineering-theory and practice, 2013, 33(3): 666–675
[82] ZHANG Xiao, WANG Jiangqing. Hybrid ant algorithm and applications for vehicle routing problem[J]. Physics procedia, 2012, 25: 1892–1899.
[83] 何小锋, 马良. 带时间窗车辆路径问题的量子蚁群算法[J]. 系统工程理论与实践, 2013, 33(5): 1255–1261
HE Xiaofeng, MA Liang. Quantum-inspired ant colony algorithm for vehicle routing problem with time windows[J]. Systems engineering-theory and practice, 2013, 33(5): 1255–1261
[84] M’HALLAH R, ALHAJRAF A. Ant colony systems for the single-machine total weighted earliness tardiness scheduling problem[J]. Journal of scheduling, 2016, 19(2): 191–205.
相似文献/References:
[1]郭红康,赵军.基于多Agent的面向订单的离散制造系统建模与仿真研究[J].智能系统学报,2016,11(2):233.[doi:10.11992/tis.201506008]
 GUO Hongkang,ZHAO Jun.Modeling and simulation of order-oriented discrete manufacturing system based on multi-Agent[J].CAAI Transactions on Intelligent Systems,2016,11():233.[doi:10.11992/tis.201506008]
[2]肖人彬,王英聪.一种面向时间分配问题的群智能劳动分工新方法[J].智能系统学报,2019,14(3):438.[doi:10.11992/tis.201807014]
 XIAO Renbin,WANG Yingcong.A new approach to labor division in swarm intelligence for time allocation problem[J].CAAI Transactions on Intelligent Systems,2019,14():438.[doi:10.11992/tis.201807014]
[3]齐小刚,李博,范英盛,等.多约束下多无人机的任务规划研究综述[J].智能系统学报,2020,15(2):204.[doi:10.11992/tis.201811018]
 QI Xiaogang,LI Bo,FAN Yingsheng,et al.A survey of mission planning on UAVs systems based on multiple constraints[J].CAAI Transactions on Intelligent Systems,2020,15():204.[doi:10.11992/tis.201811018]
[4]潘庆先,殷增轩,董红斌,等.基于禁忌搜索的时空众包任务分配算法[J].智能系统学报,2020,15(6):1040.[doi:10.11992/tis.202006055]
 PAN Qingxian,YIN Zengxuan,DONG Hongbin,et al.Spatiotemporal crowdsourcing task assignment algorithm based on tabu search[J].CAAI Transactions on Intelligent Systems,2020,15():1040.[doi:10.11992/tis.202006055]
[5]吴虎胜,肖人彬.群智能新研究:角色?匹配的狼群劳动分工[J].智能系统学报,2021,16(1):125.[doi:10.11992/tis.202007043]
 WU Husheng,XIAO Renbin.A new approach to swarm intelligence: role-matching labor division of a wolf pack[J].CAAI Transactions on Intelligent Systems,2021,16():125.[doi:10.11992/tis.202007043]
[6]齐小刚,方魁,宋卫星,等.装备维修保障资源配置综述[J].智能系统学报,2022,17(2):221.[doi:10.11992/tis.202109010]
 QI Xiaogang,FANG Kui,SONG Weixing,et al.Summary of equipment maintenance support resource configuration[J].CAAI Transactions on Intelligent Systems,2022,17():221.[doi:10.11992/tis.202109010]
[7]徐静如,董红斌,赵炳旭,等.具有角色意识的社区服务型时空众包任务分配[J].智能系统学报,2023,18(2):293.[doi:10.11992/tis.202205017]
 XU Jingru,DONG Hongbin,ZHAO Bingxu,et al.Community service-oriented spatiotemporal crowdsourcing task allocation with role awareness[J].CAAI Transactions on Intelligent Systems,2023,18():293.[doi:10.11992/tis.202205017]

备注/Memo

收稿日期:2021-09-02。
基金项目:国家自然科学基金项目(61877067);装备预研领域基金项目(80904010301).
作者简介:齐小刚,教授,博士生导师,博士,主要研究方向为复杂系统建模与数据处理、联合资源分配与系统仿真。主持完成国家自然科学基金项目、十三五预研项目、装备预研基金(重点项目)、陕西省自然科学基金重点项目等30余项。获军队和省部级科技进步二等奖1项、三等奖2项,省级教学成果奖一等奖2项。申请专利80余件(获授权41件),登记软件著作权8件。发表学术论文150余篇;张仲华,硕士研究生,主要研究方向为装备保障。主持完成了原总装备部通用装备保障部条件建设项目1项,目前主持大数据装备保障研究课题1项、参与军事理论课题1项。获军队科技进步三等奖2项。发表学术论文12篇;宋卫星,工程师,博士,主要研究方向为装备维修保障优化和智能算法设计应用。主持并参与研究军内科研项目10项,获军队科技进步三等奖3项。发表学术论文12篇
通讯作者:齐小刚.E-mail:xgqi@xidian.edu.cn

更新日期/Last Update: 1900-01-01
Copyright © 《 智能系统学报》 编辑部
地址:(150001)黑龙江省哈尔滨市南岗区南通大街145-1号楼 电话:0451- 82534001、82518134 邮箱:tis@vip.sina.com