- ISBN:9787306076458
- 装帧:一般胶版纸
- 册数:暂无
- 重量:暂无
- 开本:16开
- 页数:194
- 出版时间:2022-12-01
- 条形码:9787306076458 ; 978-7-306-07645-8
内容简介
本书针对大型客机的研发、试飞和运营需要,探讨飞机牵引级联系统自动控制仿真过程。本书**章介绍了飞机牵引级联系统,第二章介绍机器学习的模型和算法,第三章讨论飞机牵引级联系统仿真设计,第四章讨论牵引级联系统的运动、角度、速度、牵引和推行等的动作的分析与控制模式,第五章讨论用机器学习讨论牵引系统的动作控制,第六章介绍飞机拖牵系统高速数据传输问题,第七章介绍飞机牵引机的自动化,*后第八章是总结。
目录
1.1 Introduction
1.2 Transmission and control modes of aircraft tractors
1.2.1 Traction modes
1.2.2 Transmission control system
1.2.3 Hydraulic transmission control system of aircraft towing tra
1.2.4 Automatic control of aircraft tractors
1.3 Aircraft automatic parking and anti-collision system
1.4 Airport FOD intelligent detection
Chapter Two Machine Learning Models and Algorithms
2.1 The development of machine learning
2.1.1 Budding period
2.1.2 Enthusiastic period
2.1.3 Calm period
2.1.4 Revival period
2.1.5 Diversified development period
2.2 Feature engineering
2.2.1 Data structure
2.2.2 Data loading
2.2.3 Data processing
2.2.4 Feature processing
2.2.5 Feature dimensionahty reduction
2.3 Learning methods for dealing with forecasting problems
2.3.1 Linear algebra and machine learning
2.3.2 Univariate linear regression
2.3.3 Multivariate linear regression
2.4 Learning methods for dealing with classification problems
2.4.1 Logistic regression
2.4.2 Classification expression
2.4.3 Logical distribution
2.4.4 Logistic regression solution
2.5 Neural network
2.5.1 Machine learning models
2.5.2 Loss function
2.5.3 Convolutional neural network
2.6 Intelligent image processing methods
Chapter Three Simulation Design of Aircraft Traction Cascade System
3.1 Design of simulation function index
3.2 Simulation parameters design
3.3 Simulation system architecture
3.4 Research methods and technical path
3.4.1 Research methods
3.4.2 Technical path
Chapter Four PID Control and Stability of Aircraft Traction Cascade System
4.1 Motion analysis and control mode of the cascade system
4.1.1 Motion analysis
4.1.2 Steady state control method
4.1.3 PID control
4.2 Tilt angle measurement
4.3 Encoder velocity measurement
4.4 DC motor PID control
4.4.1 Position closed-loop control
4.4.2 Speed closed-loop control
4.5 Cascade system speed control and cascade PID
4.6 PID traction control simulation
4.6.1 Simulation experimental method
4.6.2 Simulation experiments
4.6.3 Simulation experimental results
4.7 Conclusions
Chapter Five Motion Control of Aircraft Traction Cascade System Based on Machine Learning
5.1 Motion control based on machine learning
5.1.1 Motion analysis
5.1.2 Automatic control model
5.2 Environment constrained motion control based on machine learning
5.2.1 Characteristic environmental constraint
5.2.2 The environment constraint of FOD
5.2.3 The environment constraint of runway intrusion
5.3 Results and discussion
5.4 Conclusions
Chapter Six High-Speed Data Transmission for the Aircraft Towing Tractor
6.1 High-Speed communication architecture and environment construction
6.2 High-Speed transmission link design
6.2.1 Transmission link rule design
6.2.2 Sub-packet design
6.3 Results and discussion
6.3.1 Millimeter wave transmission
6.3.2 Full band communication
6.3.3 Response time of control instructions
6.4 Conclusions
Chapter Seven Aircraft Tractor Automatic Control Simulation
7.1 Data collection and annotation
7.1.1 Traction platform configuration information
7.1.2 Training data collection and labeling
7.1.3 Environmental restraint control data collection and labeling
7.2 Model training
7.2.1 Model structure
7.2.2 Model training process
7.3 Model verification
7.3.1 Traction process
7.3.2 Pushing process
7.3.3 Environment constrained motion control
7.3.4 Results of high-speed data link test
7.4 Conclusions
Chapter Eight Summary and Prospect
8.1 Summary
8.2 Prospect
8.2.1 Database construction
8.2.2 Researc
作者简介
刘天畅,男,1992年出生。博士研究生,就读于武汉理工大学。2013年获西南交通大学学士学位,2020年获上海交通大学硕士学位,中国商飞注册系统工程师。主要研究方向为智能装备技术、数据传输与处理技术,以**作者发表相关研究论文10余篇。目前主要执行大型客机型号任务,开展民用飞机试飞实验等工作。
-
黑科技驱动世界的100项技术
¥24.4¥69.8 -
中国传统民俗文化:建筑系列:中国古代桥梁
¥27.3¥58.0 -
图解电子元器件
¥139.3¥199.0 -
航空航天概论(第5版)
¥35.8¥65.0 -
城镇市容环境卫生建设标准汇编 垃圾分类、检测和收集转运卷
¥153.0¥180.0 -
图解中国传统服饰我在明朝穿什么
¥48.4¥88.0 -
业余无线电通信 第五版
¥61.6¥79.0 -
黑科技:驱动世界的100项技术(八品)
¥24.4¥69.8 -
生命教育丛书:防灾避难与危机处理
¥18.4¥49.8 -
红外与可见光图像融合系统评价
¥35.3¥49.0 -
全国中级注册安全工程师职业资格考试“魔冲鸭”魔题库:安全生产管理(2024版)
¥44.3¥59.0 -
全国中级注册安全工程师职业资格考试“魔冲鸭”魔题库:安全生产技术基础(2024版
¥44.3¥59.0 -
全国中级注册安全工程师职业资格考试“魔冲鸭”魔题库:安全生产法律法规(2024版
¥44.3¥59.0 -
《无线电》合订本(68周年版·下)
¥74.9¥99.8 -
《无线电》合订本(68周年版·上)
¥71.9¥99.8 -
基于深度学习的视频车道线检测技术
¥78.1¥128.0 -
基于深度学习及图像处理的沥青路面裂缝检测方法研究
¥28.1¥39.0 -
生产现场的数字孪生方法、技术与应用
¥74.3¥99.0 -
600MW机组烟气脱硫操作指导教程
¥3.5¥12.0 -
一滴油的华丽转身:石油的炼化与应用
¥49.0¥68.0