智能裝備體系模擬建模技術及應用

第 1 章 智能裝備體系模擬概述····················································.1
1.1 基本概念 ·····································································.1
1.1.1 裝備體系模擬·······················································.1
1.1.2 模擬建模方法·······················································.2
1.1.3 模擬模型語義可組合··············································.3
1.2 工程化模擬建模技術·······················································.5
1.2.1 模型驅動工程·······················································.5
1.2.2 領域特定建模·······················································.6
1.2.3 典型技術標準·······················································.8
1.3 通用化建模模擬平臺·······················································10
1.3.1 DEVS 模擬平臺 ····················································10
1.3.2 Agent 模擬平臺 ····················································12
1.3.3 大型軍用模擬平臺·················································15
1.4 智能化模擬建模發展趨勢·················································18
1.4.1 模型驅動的模擬建模··············································18
1.4.2 數據驅動的數據建模··············································20
1.4.3 模數驅動的混合建模··············································21
1.5 小結 ···········································································22
參考文獻 ···········································································24
第 2 章 本體元建模技術·····························································31
2.1 本體元建模 ··································································31
2.1.1 模型與本體 ·························································31
2.1.2 元模型 ·······························································34
2.1.3 本體元模型 ·························································38
2.2 本體元建模語義可組合····················································40
2.2.1 語義可組合機制····················································41
2.2.2 OWL 及其 UML 擴展 ·············································42
2.3 本體建模環境································································46
2.3.1 Protégé ·······························································46
2.3.2 OnUMLTool ·························································47
2.4 本體元建模在 MDE 中的應用············································48
2.5 小結 ···········································································51
參考文獻 ···········································································51
第 3 章 領域特定建模技術··························································53
3.1 領域特定語言································································53
3.1.1 DSL 組成結構 ······················································54
3.1.2 DSL 定義過程 ······················································55
3.2 基於 UML Profile 的輕度級擴展 ·········································56
3.2.1 UML Profile 擴展框架 ············································56
3.2.2 UML Profile 輕度級擴展過程····································57
3.2.3 反潛戰術 UML Profile 設計······································65
3.3 基於 EMF 的元模型重定製 ···············································75
3.3.1 Ecore 內核···························································75
3.3.2 防禦體系火控通道控制系統·····································76
3.4 領域特定元建模技術·······················································83
3.4.1 多層次領域特定元建模框架·····································83
3.4.2 領域特定的 SEvent 元建模·······································88
3.4.3 SEvent 語言的具體語法設計 ····································92
3.5 小結 ········································································.104
參考文獻 ········································································.104
第 4 章 模數驅動的智能行為建模技術 ········································.107
4.1 模數驅動架構·····························································.107
4.2 遺傳模糊樹 ·······························································.108
4.2.1 演化歷程 ·························································.109
4.2.2 建模框架 ·························································.110
4.2.3 火控系統模型····················································.112
4.3 功能決策樹 ·······························································.114
4.3.1 設計理念 ·························································.114
4.3.2 元模型設計 ······················································.115
4.3.3 空戰決策行為模型··············································.118
4.4 數智 Agent ································································.122
4.4.1 DNN 結構 ························································.122
4.4.2 DDPG ·····························································.125
4.4.3 獎勵設計 ·························································.126
4.5 小結 ········································································.126
參考文獻 ········································································.127
第 5 章 動態數據融合的數據同化技術 ········································.129
5.1 數據同化 ··································································.129
5.2 離散事件系統模擬·······················································.130
5.2.1 無人機維修服務系統···········································.131
5.2.2 事件調度模擬策略··············································.132
5.2.3 模擬模型運行分析··············································.133
5.3 離散事件模擬數據同化·················································.135
5.3.1 粒子濾波 ·························································.135
5.3.2 數據同化框架····················································.137
5.3.3 數據同化過程····················································.140
5.4 模擬實現與實驗分析····················································.141
5.4.1 同化參數設置····················································.141
5.4.2 模擬實驗設計····················································.143
5.4.3 實驗結果分析····················································.143
5.5 小結 ········································································.144
參考文獻 ········································································.145
第 6 章 形式化模型轉換技術····················································.148
6.1 模型轉換 ··································································.148
6.1.1 模型轉換的概念·················································.148
6.1.2 模型轉換的評價標準···········································.150
6.1.3 模擬模型開發過程··············································.151
6.2 形式化模型轉換理論體系··············································.153
6.2.1 建模與元建模····················································.153
6.2.2 模型轉換定義····················································.155
6.2.3 模型驅動開發過程定義········································.159
6.3 基於 MDA 的形式化模型轉換過程···································.164
6.3.1 GFCCS 實現過程定義 ·········································.164
6.3.2 相關實現技術····················································.166
6.3.3 具體轉換過程····················································.170
6.4 模型轉換評估·····························································.174
6.5 小結 ········································································.176
參考文獻 ········································································.176
第 7 章 綜合模擬應用案例·······················································.178
7.1 模擬應用開發基礎·······················································.178
7.1.1 知識領域架構····················································.178
7.1.2 頂層模型框架····················································.179
7.1.3 模擬應用平臺····················································.181
7.2 網絡化防空反導··························································.182
7.2.1 體系結構 ·························································.183
7.2.2 可組合建模框架·················································.185
7.2.3 模擬實驗分析····················································.190
7.3 直升機聯合反潛··························································.193
7.3.1 典型反潛戰術····················································.193
7.3.2 模擬案例設計····················································.199
7.3.3 模擬二維展現····················································.201
7.4 智能彈道導彈突防·······················································.204
7.4.1 作戰環境描述····················································.204
7.4.2 模擬實驗設計····················································.206
7.4.3 模型訓練與結果分析···········································.207
7.5 小結 ········································································.209
參考文獻 ········································································.209