高美娟 . 复杂机电装备健康管理系统研究 [D ] . 西安 : 西安工业大学 , 2015 .

GAO M J . Research on health management system of com-plex electromechanical equipment [D ] . Xi'an : Xi'an University of Technology , 2015 . (in Chinese)

CHANG J , WEI F . Prognostics and health management of mechanical systems [J ] . Advanced Materials Research , 2013 , 694/695/696/697 : 872 - 875 .

赵丽琴 , 刘昶 , 曹明生 , 等 . 复杂装备健康度评估方法研究综述 [J ] . 计算机测量与控制 , 2021 , 29 ( 11 ): 1 - 7 , 17.

ZHAO L Q , LIU C , CAO M S , et al . A review of research on health assessment methods for complex equipment [J ] . Computer Measurement & Control , 2021 , 29 ( 11 ): 1 - 7 , 17. (in Chinese)

陈作炳 , 印世杰 , 项勤 . 立式辊磨机健康状态综合评价与预测研究 [J ] . 机械设计与制造 , 2019 ( 6 ): 252 - 255 .

CHEN Z B , YIN S J , XIANG Q . Research on comprehensive evaluation and prediction of health Status of vertical roller mill [J ] . Machinery Design & Manufacture , 2019 ( 6 ): 252 - 255 . (in Chinese)

TECHANE A W , WANG Y F , WELDEGIORGIS B H . Rotating machinery prognostics and application of machine learning algorithms: use of deep learning with similarity index measure for health status prediction [C ] // Proceedings of the Annual Conference of the Prognostics and Health Management Society . Philadelphia, PA, US : K Reichard ,C Byington, 2018 : 24 .

PAN H , GUI G , LIN Z , et al . Deep BBN learning for health assessment toward decision-making on structures under uncertainties [J ] . KSCE Journal of Civil Engineering , 2018 , 22 ( 3 ): 928 - 940 . DOI: 10.1007/s12205-018-1301-2 http://doi.org/10.1007/s12205-018-1301-2

吴魁 , 孙洁 , 蒋波 , 等 . 基于LSTM的风洞设备健康状态评估方法研究 [J ] . 计算机测量与控制 , 2018 , 26 ( 3 ): 288 - 291 .

WU K , SUN J , JIANG B , et al . Research on LSTM-based wind tunnel equipment health status assessment method [J ] . Computer Measurement & Control , 2018 , 26 ( 3 ): 288 - 291 . (in Chinese)

曹惠玲 , 黄乐腾 , 李志伟 , 等 . 基于SOM神经网络的航空发动机滑油系统健康评估 [J ] . 中国民航大学学报 , 2014 , 32 ( 6 ): 19 - 22 .

CAO H L , HUANG L T , LI Z W , et al . Aero-engine lubricating oil system health assessment based on SOM neural network [J ] . Journal of Civil Aviation University of China , 2014 , 32 ( 6 ): 19 - 22 . (in Chinese)

方博 . 滚动轴承健康状态评估方法研究 [D ] . 哈尔滨 : 哈尔滨工业大学 , 2019 .

FANG B . Research on the evaluation method of rolling bearing health status [D ] . Harbin : Harbin Institute of Technology , 2019 . (in Chinese)

彭炎亮 , 李汪根 , 刘娇 , 等 . 基于动态权重和模糊综合评判法的健康评估模型 [J ] . 计算机系统应用 , 2017 , 26 ( 1 ): 37 - 43 .

PENG Y L , LI W G , LIU J , et al . Health assessment model based on dynamic weights and fuzzy comprehensive evaluation [J ] . Computer Systems & Applications , 2017 , 26 ( 1 ): 37 - 43 . (in Chinese)

黄治国 , 刘雯静 , 夏骏 , 等 . 基于改进证据理论与健康指数的变压器评估与预测 [J ] . 河北电力技术 , 2019 , 38 ( 1 ): 1 - 4 , 12.

HUANG Z G , LIU W J , XIA J , et al . Transformer evaluation and prediction based on improved evidence theory and health index [J ] . Hebei Electric Power Technology , 2019 , 38 ( 1 ): 1 - 4 , 12. (in Chinese)

XING X M , XU H R , LIAO M G , et al . Comprehensive assessment method of distribution terminal health status based on cloud model and D-S evidence theory [J ] . Power System Protection and Control , 2021 , 49 ( 13 ): 72 - 81 . (in Chinese)

COELLO C A . A comprehensive survey of evolutionary-based multiobjective optimization techniques [J ] . Knowledge and Information systems , 1999 , 1 ( 3 ): 269 - 308 . DOI: 10.1007/BF03325101 http://doi.org/10.1007/BF03325101 http://link.springer.com/10.1007/BF03325101 http://link.springer.com/10.1007/BF03325101

JOHNSON G R , COOK W H . A constitutive model and data for metals subjected to large strains, high strain rates and high temperatures [C ] // Proceedings of the 7th International Symposium on Ballistics . Hague, the Netherlands : IBC , 1983 : 541 - 547 .

李清 , 程阳 , 于强 , 等 . 基于改进层次分析法的爆破效果影响因素 [J ] . 工程爆破 , 2017 , 23 ( 3 ): 1 - 4 .

LI Q , CHENG Y , YU Q , et al . Influencing factors of blasting effect based on improved AHP [J ] . Engineering Blasting , 2017 , 23 ( 3 ): 1 - 4 . (in Chinese)

杨延超 , 李英顺 , 李茂 , 等 . 装甲装备观瞄系统状态评估的方法研究 [J ] . 火炮发射与控制学报 , 2020 , 41 ( 4 ): 80 - 86 .

YANG Y C , LI Y S , LI M , et al . Research on method of status evaluation of wepon eqipment sighting system [J ] . Journal of Gun Launch & Control , 2020 , 41 ( 4 ): 80 - 86 .

张文 . 基于改进熵权法和可变模糊集法的岸桥安全性评价 [D ] . 武汉 : 武汉理工大学 , 2020 .

ZHANG W . Safety evaluation of crane crane based on Improved entropy weight method and variable fuzzy set method [D ] . Wuhan : Wuhan University of Technology , 2020 . (in Chinese)

SUN L J , LIU Y Y , ZHANG B Y , et al . An integrated decision-making model for transformer condition assessment using game theory and modified evidence combination extended by D numbers [J ] . Energies , 2016 , 9 ( 9 ): 697 . DOI: 10.3390/en9090697 http://doi.org/10.3390/en9090697 http://www.mdpi.com/1996-1073/9/9/697 http://www.mdpi.com/1996-1073/9/9/697

李爱华 . 岸边集装箱起重机安全评价方法研究 [D ] . 武汉 : 武汉理工大学 , 2017 .

LI A H . Research on safety evaluation method of quayside container crane [D ] . Wuhan : Wuhan University of Technology , 2017 . (in Chinese)

南东亮 , 王维庆 , 张陵 , 等 . 基于关联规则挖掘与组合赋权-云模型的电网二次设备运行状态风险评估 [J ] . 电力系统保护与控制 , 2021 , 49 ( 10 ): 67 - 76 .

NAN D L , WANG W Q , ZHANG L , et al . Risk assessment of power grid secondary equipment operation status based on association rule mining and combined weighting-cloud model [J ] . Power System Protection and Control , 2021 , 49 ( 10 ): 67 - 76 . (in Chinese)

丛林虎 , 肖支才 , 陈育良 , 等 . 基于改进云模型的某型反舰导弹状态评估方法 [J ] . 兵器装备工程学报 , 2021 , 42 ( 8 ): 85 - 93 .

CONG C H , XIAO Z C , CHEN Y L , et al . State assessment method of a certain type of anti-ship missile based on improved cloud model [J ] . Journal of Ordnance Equipment Engineering , 2021 , 42 ( 8 ): 85 - 93 . (in Chinese)

刘禹 , 李德毅 . 正态云模型雾化性质统计分析 [J ] . 北京航空航天大学学报 , 2010 , 36 ( 11 ): 1320 - 1324 .

LIU Y , LI D Y . Statistical analysis of atomization properties in normal cloud model [J ] . Journal of Beijing University of Aeronautics and Astronautics , 2010 , 36 ( 11 ): 1320 - 1324 . (in Chinese)

刘月 , 刘铁林 , 姜相争 , 等 . 基于径向基函数和自组织映射的导弹控制系统健康状态评估 [J ] . 兵工学报 , 2022 , 43 ( 4 ): 931 - 939 . DOI: 10.12382/bgxb.2021.0219 http://doi.org/10.12382/bgxb.2021.0219 传统导弹武器装备健康状态评估方法严重依赖设计人员与产品专家的经验与水平，效率低、准确度差。针对导弹的控制系统，提出基于径向基函数（RBF）网络观测器和自组织（SOM）网络的健康状态评估方法。利用基于RBF网络的自适应故障观测器计算输出信号的残差以及不同工作状态下的自适应判别阈值，通过比较残差和阈值实现故障检测；利用基于SOM网络的健康状态评估模型对残差进行聚类分析，通过距离度量实现健康状态评估；通过某型导弹的控制系统案例验证所提方法。结果表明：该方法能够准确地对10个不同的故障模式和10组不同的健康状态进行检测和评估，为维修保障和后勤管理提供有效的技术支撑。

LIU Y , LIU T L , JIANG X Z , et al . Evaluation of missile control system health status based on radial basis function and self-organizing map [J ] . Acta Armamentarii , 2022 , 43 ( 4 ): 931 - 939 . (in Chinese)

LI D Y , LIU C Y , GAN W Y . A new cognitive model: cloud model [J ] . International journal of intelligent systems , 2009 , 24 ( 3 ): 357 . DOI: 10.1002/int.v24:3 http://doi.org/10.1002/int.v24:3 http://doi.wiley.com/10.1002/int.v24%3A3 http://doi.wiley.com/10.1002/int.v24%3A3

谭丕成 , 冯方 , 刘宇 , 等 . 基于变权云模型的灯泡贯流式水轮机状态评估方法 [J ] . 排灌机械工程学 , 2022 , 40 ( 8 ): 807 - 813

TAN P C , FENG F , LIU Y , et al . State evaluation method of bulb tubular Turbine based on variable weight cloud model [J ] . Journal of Drainage andIrrigation Machinery Engineering , 2022 , 40 ( 8 ): 807 - 813 . (in Chinese)

吴宗兵 , 刘洋洋 , 李正天 , 等 . 基于改进云理论算法的中压电缆运行状态评估新策略 [J ] . 电线电缆 , 2022 ( 3 ): 1 - 7 , 41.

WUZ B , LIU Y Y , LI Z T , et al . A new strategy for medium voltage cable operating state evaluation based on improved cloud theory algorithm [J ] . Wire & Cable . 2022 ( 3 ): 1 - 7 , 41. (in Chinese)

刘文宇 , 刘璐 , 刘馨然 , 等 . 基于改进BP神经网络的低压配电台区智能电能表误差状态评估模型 [J ] . 电测与仪表 , 2022 ( 11 ): 176 - 181 . (in Chinese)

LIU W Y , LIU L , LIU X R , et al . Error state evaluation model of intelligent watt-hour meter in low voltage distribution area based on improved BP neural network [J ] . Electrical Measurement & Instrumentation , 2022 ( 11 ): 176 - 181 . (in Chinese)

张冀 , 张亚静 , 仇向东 . 基于博弈组合赋权的变压器差异化状态评估 [J ] . 高压电器 , 2022 , 58 ( 4 ): 205 - 212 .

ZHANG Y , ZHANG Y J , QIU X D . Evaluation of transformer differential state based on game combination weighting [J ] . High Voltage Apparatus , 2022 , 58 ( 4 ): 205 - 212 . (in Chinese)

贾晋峰 , 程超贻 , 周欣 , 等 . 基于模糊矩阵的计量装置状态评估方法 [J ] . 电力科学与技术学报 , 2022 , 37 ( 2 ): 164 - 172 .

JIA P F , CHENG C Y , ZHOU X , et al . State evaluation method of metering equipment based on fuzzy matrix [J ] . Journal of Electric Power Science and Technology , 2022 , 37 ( 2 ): 164 - 172 . (in Chinese)

高书垚 , 安泰 , 宋剑 . 基于熵权-正态云模型的智能电能表状态评估研究 [J ] . 电测与仪表 , 2022 , 59 ( 1 ): 190 - 194 .

GAO S Y , AN T , SONG J . State evaluation of smart electricity meter based on entropy-normal cloud model [J ] . Electrical Measurement & Instrumentation , 2022 , 59 ( 1 ): 190 - 194 . (in Chinese)

杨晓昕 . 基于云模型的智能变电站二次设备状态评估 [D ] . 南宁 : 广西大学 , 2021 .

YANG X X . State Evaluation of secondary Equipment in Smart Substation based on Cloud Model [D ] . Nanjing : Guangxi University , 2021 . (in Chinese)

朱晓荣 , 刘亚维 . 基于模糊综合评判的光伏阵列状态评估 [J ] . 太阳能学报 , 2020 , 41 ( 11 ): 103 - 111 .

ZHU X R , LIU Y W . Evaluation of photovoltaic array state based on fuzzy comprehensive Evaluation [J ] . Acta Energiae Solaris Sinica , 2020 , 41 ( 11 ): 103 - 111 . (in Chinese)

章亮 , 杨俊杰 . 基于多维正态云模型的电力变压器状态评估 [J ] . 电测与仪表 , 2020 , 57 ( 4 ): 129 - 135 .

ZHANG L , YANG J J . Power Transformer State Evaluation based on multidimensional normal cloud model [J ] . Electrical Measurement & Instrumentation , 2020 , 57 ( 4 ): 129 - 135 . (in Chinese)

王泉 , 姚俊伟 , 智李 , 等 . 基于矩估计法和模糊-证据融合的电力变压器套管状态评估 [J ] . 电力科学与技术学报 , 2020 , 35 ( 1 ): 130 - 136 .

WANG Q , YAN J W , ZHI L , et al . Power transformer casing State evaluation based on moment estimation method and fuzzy-evidence fusion [J ] . Journal of Electric Power Science and Technology , 2020 , 35 ( 1 ): 130 - 136 . (in Chinese)