Journal of Graphics ›› 2025, Vol. 46 ›› Issue (3): 686-696.DOI: 10.11996/JG.j.2095-302X.2025030686
• Digital Design and Manufacture • Previous Articles Next Articles
ZHANG Haoxuan1,2(
), LIANG Zan3, WANG Guoxin1(
), WU Shouxuan1,4, LU Jinzhi5, YAN Yan1, YUAN Yongji1, QIAO Jiaxing1,2
Received:2024-09-25
Accepted:2025-01-06
Online:2025-06-30
Published:2025-06-13
Contact:
WANG Guoxin
About author:First author contact:ZHANG Haoxuan (2001-), master student. His main research interest covers model-based systems engineering. E-mail:3220230347@bit.edu.cn
Supported by:CLC Number:
ZHANG Haoxuan, LIANG Zan, WANG Guoxin, WU Shouxuan, LU Jinzhi, YAN Yan, YUAN Yongji, QIAO Jiaxing. Model integration technology for landing gear systems based on MBSE[J]. Journal of Graphics, 2025, 46(3): 686-696.
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URL: http://www.txxb.com.cn/EN/10.11996/JG.j.2095-302X.2025030686
| 名称 | 类型 | 描述 |
|---|---|---|
| Mux | 对象 | 将输入信号进行集合 |
| Gain | 对象 | 将输入乘以一个常量值(增益) |
| Constant | 对象 | 输出由常量值参数指定的常量 |
| Fcn | 对象 | 将指定数学表达式应用于其输入 |
| Clock | 对象 | 输出当前仿真时间 |
| Scope | 对象 | 显示各个仿真结果变量历程曲线 |
| Sum | 对象 | 对多个输入信号进行求和 |
| Transfer Fcn | 对象 | 通过传递函数的分子和分母系数建立传递函数模型,应用于输入信号并输出 |
| Repeating Sequence Interpolated | 对象 | 输出并重复离散时间序列 |
| Inport | 对象 | 为子系统或外部输入创建输入端口 |
| Outport | 对象 | 为子系统或外部输出创建输出端口 |
| Merge | 对象 | 将多个输入整合成单个输出 |
| If | 对象 | 将指定的数学表达式应用于其输出 |
| If Action Subsystem | 对象 | 由If模块控制执行的子系统 |
| Action Port | 对象 | 控制连接到If模块的If Action Subsystem模块的执行 |
| 连接 | 关系 | 连接Simulink仿真图中各模块 |
| 参数 | 属性 | 配置对象元模型的行为和特性 |
Table 1 Simulink metamodel (Partial)
| 名称 | 类型 | 描述 |
|---|---|---|
| Mux | 对象 | 将输入信号进行集合 |
| Gain | 对象 | 将输入乘以一个常量值(增益) |
| Constant | 对象 | 输出由常量值参数指定的常量 |
| Fcn | 对象 | 将指定数学表达式应用于其输入 |
| Clock | 对象 | 输出当前仿真时间 |
| Scope | 对象 | 显示各个仿真结果变量历程曲线 |
| Sum | 对象 | 对多个输入信号进行求和 |
| Transfer Fcn | 对象 | 通过传递函数的分子和分母系数建立传递函数模型,应用于输入信号并输出 |
| Repeating Sequence Interpolated | 对象 | 输出并重复离散时间序列 |
| Inport | 对象 | 为子系统或外部输入创建输入端口 |
| Outport | 对象 | 为子系统或外部输出创建输出端口 |
| Merge | 对象 | 将多个输入整合成单个输出 |
| If | 对象 | 将指定的数学表达式应用于其输出 |
| If Action Subsystem | 对象 | 由If模块控制执行的子系统 |
| Action Port | 对象 | 控制连接到If模块的If Action Subsystem模块的执行 |
| 连接 | 关系 | 连接Simulink仿真图中各模块 |
| 参数 | 属性 | 配置对象元模型的行为和特性 |
| OSLC核心模型 | 架构模型 | 仿真模型 |
|---|---|---|
| 服务提供方目录 | 模型库 | 文件夹 |
| 服务提供方 | 模型 | 模型 |
| 服务 | 增删改查 | 增删改查 |
| 资源 | 视图、对象、端点、属性、关系、角色、约束 | 模型、子系统、模块、连接、参数 |
Table 2 OSLC core model and model mapping objects
| OSLC核心模型 | 架构模型 | 仿真模型 |
|---|---|---|
| 服务提供方目录 | 模型库 | 文件夹 |
| 服务提供方 | 模型 | 模型 |
| 服务 | 增删改查 | 增删改查 |
| 资源 | 视图、对象、端点、属性、关系、角色、约束 | 模型、子系统、模块、连接、参数 |
| 标签名 | 含义 | 关键属性 |
|---|---|---|
| <Model> | 模型定义标签。模型中所有内容通过该标签进行记录 | - |
| <System> | 子系统定义标签。子系统中的所有内容通过标签进行记录 | - |
| <Block> | 元素标签。包括元素部分部分信息,用于记录元素中的所有参数 | BlockType:元素类型 |
| Name:元素名称 | ||
| SID:元素ID | ||
| <Line> | 连接标签。记录连接线的始端、末端、分支、拐点信息 | - |
| <P> | 参数标签。参数名称和对应的通过该标签进行记录 | Name:参数名称 |
Table 3 Simulation model and XML document mapping relationship
| 标签名 | 含义 | 关键属性 |
|---|---|---|
| <Model> | 模型定义标签。模型中所有内容通过该标签进行记录 | - |
| <System> | 子系统定义标签。子系统中的所有内容通过标签进行记录 | - |
| <Block> | 元素标签。包括元素部分部分信息,用于记录元素中的所有参数 | BlockType:元素类型 |
| Name:元素名称 | ||
| SID:元素ID | ||
| <Line> | 连接标签。记录连接线的始端、末端、分支、拐点信息 | - |
| <P> | 参数标签。参数名称和对应的通过该标签进行记录 | Name:参数名称 |
Fig. 8 Landing gear system simulation scheme architecture model and simulation model ((a) Landing gear retracting and extending performance simulation scheme architecture model; (b) Landing gear retracting and extending performance simulation model)
Fig. 10 Landing gear system model integration implementation ((a) First simulation results of the retracting and extending actuator cylinder; (b) Modify the simulation scheme architecture model; (c) Modify the simulation model; (d) Second simulation results of the retracting and extending actuator cylinder)
| [1] | 安红辉. 飞机起落架落震试验技术研究[D]. 南京: 南京航空航天大学, 2010. |
| AN H H. Technology research of an aircraft landing gear drop test[D]. Nanjing: Nanjing University of Aeronautics and Astronautics, 2010 (in Chinese). | |
| [2] |
胡炳涛, 冯毅雄, 刘继红, 等. 面向“互联网+”定制产品的智能适应性设计研究[J]. 机械工程学报, 2023, 59(12): 109-125.
DOI |
|
HU B T, FENG Y X, LIU J H, et al. Research on intelligent adaptive design for “internet+” customized products[J]. Journal of Mechanical Engineering, 2023, 59(12): 109-125 (in Chinese).
DOI |
|
| [3] |
王昊琪, 李浩, 文笑雨. 基于本体的公理化系统设计语义建模与推理规则[J]. 机械工程学报, 2021, 57(5): 205-221.
DOI |
|
WANG H Q, LI H, WEN X Y. Ontology-based axiomatic system design semantic modeling and reasoning rules[J]. Journal of Mechanical Engineering, 2021, 57(5): 205-221 (in Chinese).
DOI |
|
| [4] |
贺文虎, 刘伟, 王酉龙, 等. 航空动力装备顶层功能分解分配建模方法研究[J]. 图学学报, 2024, 45(2): 292-299.
DOI |
|
HE W H, LIU W, WANG Y L, et al. Research on modeling method of top-level function decomposition and allocation for aviation power equipment[J]. Journal of Graphics, 2024, 45(2): 292-299 (in Chinese).
DOI |
|
| [5] |
王海芳, 张雷, 刘慧军, 等. 基于DoDAF的动车组MBSE的研制方法[J]. 图学学报, 2024, 45(2): 339-346.
DOI |
|
WANG H F, ZHANG L, LIU H J, et al. A DoDAF-based method for developing MBSE for EMU[J]. Journal of Graphics, 2024, 45(2): 339-346 (in Chinese).
DOI |
|
| [6] | VAN MANEN B. Development and implementation of an MBSE requirement verification framework in the system design process[D]. Delft: Delft University of Technology, 2022. |
| [7] | DELPRETE C, DAGNA A, BRUSA E. Model-based design of aircraft landing gear system[J]. Applied Sciences, 2023, 13(20): 11465. |
| [8] | THACKER B H, DOEBLING S W, HEMEZ F M, et al. Concepts of model verification and validation[R]. Los Alamos: Los Alamos National Lab, 2004. |
| [9] | ALVAREZ-RODRÍGUEZ J M, MENDIETA R, CIBRIÁN E, et al. Towards a method to quantitatively measure toolchain interoperability in the engineering lifecycle: a case study of digital hardware design[J]. Computer Standards & Interfaces, 2023, 86: 103744. |
| [10] | RIGGER E, RÄDLER S, STANKOVIC T. Integrating computational design support in model-based systems engineering using model transformations[C]// The 19th IFIP WG 5.1 International Conference on Product Lifecycle Management. Cham: Springer, 2022: 186-195. |
| [11] | YANG P F, LU J Z, FENG L, et al. A knowledge management approach supporting model-based systems engineeringM]// ROCHA Á, ADELI H, DZEMYDA G, et al. Trends and Applications in Information Systems and Technologies. Cham: Springer, 2021: 581-590. |
| [12] |
赵良玉, 叶俊杰, 何琪, 等. 基于MBSE的民机起飞场景仿真[J]. 系统仿真学报, 2021, 33(10): 2499-2510.
DOI |
|
ZHAO L Y, YE J J, HE Q, et al. Simulation of civil aircraft takeoff scenario based on MBSE[J]. Journal of System Simulation, 2021, 33(10): 2499-2510 (in Chinese).
DOI |
|
| [13] | CHABIBI B, ANWAR A, NASSAR M. Towards a model integration from SysML to MATLAB/Simulink[J]. Journal of Software, 2018, 13(12): 630-645. |
| [14] | CAO Y, LIU Y S, PAREDIS C J J. System-level model integration of design and simulation for mechatronic systems based on SysML[J]. Mechatronics, 2011, 21(6): 1063-1075. |
| [15] | LU J Z, WANG G X, TÖRNGREN M. Design ontology in a case study for cosimulation in a model-based systems engineering tool-chain[J]. IEEE Systems Journal, 2020, 14(1): 1297-1308. |
| [16] | RANGEL D, PAVALKIS S, YAKIMENKO O. Integration of cameo systems modeler with Simulink for co‐orbital engagement mission engineering[J]. INCOSE International Symposium, 2023, 33(1): 704-723. |
| [17] | WU S X, WANG G X, LU J Z, et al. Design ontology for cognitive thread supporting traceability management in model-based systems engineering[J]. Journal of Industrial Information Integration, 2024, 40: 100619. |
| [18] | JIM A. OSLC core version 3.0:overview[EB/OL]. [2024-09-27]. http://docs.oasis-open.org/oslc-core/oslc-core/v3.0/. |
| [19] | MA J D, WANG G X, LU J Z, et al. Systematic literature review of MBSE tool-chains[J]. Applied Sciences, 2022, 12(7): 3431. |
| [20] | LU J Z, WANG G X, YAN Y, et al. Semantic model‐based systems engineering based on KARMA: a research and practice roadmap 2025[J]. INCOSE International Symposium, 2022, 32(1): 706-720. |
| [21] | SAADATMAND M, BUCAIONI A. OSLC tool integration and systems engineering - the relationship between the two worlds[C]// The 40th EUROMICRO Conference on Software Engineering and Advanced Applications. New York: IEEE Press, 2014: 93-101. |
| [22] | GEORGE V I, KURIAN C P, D'SOUZA J, et al. A simulink model for an aircraft landing system using energy functions[C]// The 7th IEEE Conference on Industrial Electronics and Applications. IEEE, 2012: 355-360. |
| [23] | GUO J M, WANG G X, LU J Z, et al. General modeling language supporting model transformations of MBSE (part 2)[J]. INCOSE International Symposium, 2020, 30(1): 1460-1473. |
| [24] | CHEN R, WANG G X, WU S X, et al. A service-oriented approach supporting model integration in model-based systems engineering[C]// 2023 IEEE International Systems Conference. New York: IEEE Press, 2023: 1-7. |
| [25] | WU S X, LU J Z, HU Z C, et al. Cognitive thread supports system of systems for complex system development[C]// The 16th International Conference of System of Systems Engineering. New York: IEEE Press, 2021: 82-87. |
| [26] |
ACHARD F, VAYSSEIX G, BARILLOT E. XML, bioinformatics and data integration[J]. Bioinformatics, 2001, 17(2): 115-125.
PMID |
| [27] | JENSEN S H, MADSEN M, MØLLER A. Modeling the HTML DOM and browser API in static analysis of JavaScript web applications[C]// The 19th ACM SIGSOFT Symposium and the 13th European Conference on Foundations of Software Engineering. New York: ACM, 2011: 59-69. |
| [28] | KLEINER S, KRAMER C. Model based design with systems engineering based on RFLP using V6[C]// The 23rd CIRP Design Conference on Smart Product Engineering. Cham: Springer, 2013: 93-102. |
| [29] | 石旭东, 英福君, 张宇, 等. 飞机起落架收放系统性能仿真与故障分析[J]. 计算机应用与软件, 2021, 38(2): 65-71, 184. |
| SHI X D, YING F J, ZHANG Y, et al. Performance simulation and fault analysis of aircraft landing gear extension and retraction system[J]. Computer Applications and Software, 2021, 38(2): 65-71, 184 (in Chinese). |
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