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控制科学与工程一级学科硕士研究生培养方案(2018)

2018年10月17日 08:30  点击:[]

控制科学与工程一级学科硕士研究生培养方案

Training Scheme for Master Degree of Control Science and Engineering First-grade

专业代码: 0811                           学科门类: 工学

Code of Specialty: 0811                       Department of Discipline: Engineering

一级学科: 控制科学与工程                             学分要求: 37

First-grade Discipline: Control Science and Engineering         Credit Setting: 37

一、学科、专业简介 (Disciplines Instruction)

本学科为国务院学位委员会批准的我校一级学科硕士学位授权点,下设“控制理论与控制工程”、“检测技术与自动化装置”、 “模式识别与智能系统”、“系统工程”以及“导航、制导与控制”五个二级学科硕士点,其中“控制理论与控制工程”为省级重点学科,是我校最早获得硕士学位授予权的学科之一(1993年)。多年来,本学科在研究生培养和学术研究方面获得了十分显著的成绩,已培养了一批高质量、高层次专业技术人才。本学科现有教授16人,副教授37人,具有博士学位教师27人。承担国家自然科学基金、省市基金、863计划和国家攻关项目等各类科研项目100余项,承担本领域众多横向项目的开发研制工作,形成了特色鲜明、结构稳定的研究方向和学术队伍,取得的成果在山东省乃至国内具有先进水平。近年来,发表各类学术论文800余篇,其中被SCIEIISTP收录240余篇,获得国家科技进步二等奖1项,省部级以上奖励、专利授权、软件著作权等多项。

The Control Science and Engineering of our university is a first-class discipline of the master’s degree, which is authorized by the Academic Degree Committee of State Council and is consisted of five second-grade disciplines, including ‘Control Theory and Control Engineering’, ‘Detection Technology and Automation Equipments’, ‘Pattern Recognition And Intelligent Systems’, ‘System Engineering’ and ‘NavigationGuidance and Control’.  Particularly, the branch of ‘Control Theory and Control Engineering’ is the provincially leading discipline and is one of the first authorized disciplines of Master’s degree (1993) in our university. Over the years, this discipline has gained significant achievements in the graduate students training, academic research and high-quality, high-level technical professionals fostering. Now we have 16 professors, 37 associate professors, and 27 lectures with doctorates in this discipline. We undertake more than 100 research projects, including the National Natural Science Foundation of China, provincial and municipal funds, 863 plans, national research projects and many enterprise-funded latitudinal projects in this field. Our academic research team has distinctive characters and stable structure, and has obtained advanced achievements in Shandong Province and nationwide. In recent years, we have published more than 800 peer reviewed academic articles, of which more than 240 papers are indexed by SCI, EI and ISTP. We have won a second-class National Scientific and Technological Progress Award, multiple awards of provincial and ministerial levels, many authorized patents and software copyrights.

二、培养目标(Objectives of Training)

培养德智体全面发展,基础理论扎实,知识面宽,具有较高的控制理论研究水平及较强的控制工程实践能力,能够从事控制科学与工程领域相关的工程设计、技术开发、系统分析与运行以及教育科研等方面工作的特色鲜明的复合型高级工程技术人才。能够适应科学进步及社会发展的需要,掌握本学科的现代实验手段和技能,具有从事科学研究或独立承担专业技术工作的能力。注重理论联系实际,能分析和解决现代经济建设和交叉学科中涌现出的新课题。要求较熟练地掌握一门外国语,能够应用该外国语阅读本专业的文献资料,并具有一定的外语写作能力和国际学术交流能力

We aim to foster high-level compound talents with bright characteristic and outstanding moral, intellectual and physical merits. The graduates need to possess solid fundamental theories as well as wide scope of knowledge, be competitive with superior academic and practical ability, be capable of engineering design, technological development, system analysis and operation, education and scientific research in related fields of Control Science and Engineering. In order to meet the requirements of scientific progress and social development, the graduates also need to grasp modern experimental methods and skills and have the ability to carry out scientific researches or professional work independently. By combining theory with practice, they should analyze and solve the new problems manifested in modern economic construction and interdisciplines. The graduates need to master one foreign language, be capable of reading literatures in foreign languages and own certain ability to write in a foreign language and communicate in international academic conferences.

三、学制及学习年限Educational System and Length of Schooling

1.全日制硕士研究生的学制为23学年,学习年限一般不超过4学年。其中课程学习一般为12学期,论文工作不少于1学年

The training time for the full-time master candidate is 2-3 academic years, and is normally less than 4 academic years. The course studying will be finished in 1-4 semesters and the thesis working time has to be more than 1 academic year.

2学分要求(Credit requirements)

全日制硕士研究生所修课程的总学分不少于37学分,其中学位课程(必修,包括政治理论、外语、数学和专业必修课)不少于19学分,选修课不少于10学分,研究环节8学分。

The total courses credit for the full-time  master candidates should not be less than 37 credits, with degree course (Required courses, including political theories, foreign languages, mathematics,and professional courses) not less than 19credits, non-degree courses not less than 10 credits and research 8 credits.

四、研究方向 (Research Orientation)

序号

Num

  

Name

研究方向及特点

The   Research Orientation and Characteristics

1

复杂系统的数据驱动控制与性能监测

Data-driven   control and performance monitoring for complex systems

基于大数据的工业过程控制、系统优化及其性能监测方法,以及工程实现问题。主要研究方向和特点包括:

1)过程监控数据驱动子空间方法的基础研究。

2)过程控制系统性能评估的基础及应用研究。

3)数据驱动的动态建模方法、学习控制方法及应用的研究。

4)基于神经网络的复杂非线性系统建模与控制的研究。

Big   data based industrial process control, system optimization and performance   monitoring methods, as well as the engineering applications. The main   research characteristics:

(1)   The fundamental research on data-driven subspace method in the process   monitoring.

(2)   The fundamental and application research on the performance evaluation in the   process control.

(3)   Research on data-driven dynamic modeling, learning control methods and   applications.

(4)   Research on modeling and control for complex nonlinear systems based on   neural networks.

2

检测技术与智能装置

Detection   technology and smart devices

1)信息检测技术的理论和应用研究。主要基于现代信号检测理论、围绕着确定性信号的检测、随机参量信号的检测与处理等开展一系列的理论研究,并已取得丰富的研究成果;同时运用人工智能理论和技术,研究复杂工业过程智能检测理论、方法和技术,研究软测量技术及网络化智能检测技术,测控系统的开发以及虚拟仪器的开发等。

2)以智能交通为应用背景的智能信息处理领域的理论和应用研究。

3)地理信息系统研究与应用。

(1)   Theoretical and application research on information detection technology.   Mainly based on modern signal detection theory, the research is carried out   on the detection of deterministic signals and random signals which has   achieved abundant results. Meanwhile, by applying the artificial intelligence   theory and technology, the intelligence detection theory, methods and   techniques for complex industrial process, the soft measurement and networked   intelligent detection technology, the development of the measurement and   control system as well as the development of the virtual instruments.

(2)   Theoretical and application research in the field of intelligent information   processing under the ground of intelligent traffics.

(3)   Research and application on geographic information systems.

3

智能感知与信息处理

Intelligent   Perception and Information Processing

1)基于目前智能信息处理与模式识别领域的最新研究成果,着重针对复杂场景中对象、目标的处理识别等进行研究,解决三维视觉、高维空间以及物联网环境中的目标表达和识别等问题。

2)基于生物视觉感知和认知机理,针对复杂背景下的模式变化目标,提出了基于结构轮廓图的特征提取方法和基于敏感子空间的模式识别等方法,有效地提高了智能信息处理和模式识别技术的效率、可靠性和适用性,为其应用软件和模式识别智能系统的开发提供了技术基础支持。

(1)   Based on the latest research results on intelligent information processing   and pattern recognition, focusing on the identification of objects and   targets in complex situations, solving problems such as target expression and   recognition in 3D vision, high dimensional space and Internet of Things   environment .

(2)   Based on the biological visual perception and cognitive mechanism, feature   extraction methods in view of structural contour map and pattern recognition   methods based on sensitive subspace for the model changing target in complex   background, which effectively improves efficiency, reliability and   applicability of the intelligent information processing and pattern   recognition technology. This provides technical support for the development   of application software and pattern recognition intelligent systems.

4

自主导航及智能控制

Autonomous   Navigation and Intelligent Control

1)先进导航与制导技术:该方向主要进行自主导航方案、方法与算法研究;

2)卫星导航与组合导航技术:该方向主要进行全球卫星定位技术应用及多传感器组合方法研究;

3)自主导航系统设计及仿真测试:该方向主要进行导航系统硬件和软件设计及其性能仿真测试。

(1)   Advanced Navigation and Guidance Technology: Mainly focuses on scheme, method   and algorithm study related to autonomous navigation.

(2)   Satellite Navigation and Combined Navigation Technology: Main research areas   include the application of GPS and GIS (Global Position System and Geographic   Information System) and the method study of multi-sensors integration.

(3)   Design and Simulation Test of Autonomous Navigation System: Mainly focus on   the hardware and software design of the navigation system and simulation test   of its performance.

五、课程设置Course Setting

控制科学与工程一级学科硕士研究生课程设置

Course Setting of Master Degree for Control Science and Engineering First-grade

课程                类别

Course Type

课程

编号

Course NO

课程名称

Course Name

课堂

学时

Class

Hour

学分

Credit

开课

学期

Semester Classes

教学

方式

Teaching Method

考核

方式

Assessing Method

开课

单位

Class Department

备  注

Remarks



学            位            课

Degree

 Course

 

公共基础课Common Course

G000042 

中国特色社会主义理论与实践研究

Socialist Theory with Chinese Characteristics and   Practical Research

36

2

I

A

C

马克思主义学院

必  修

Obligatory Course


G000039 

科学人文讲座

Scientific and Humanistic Lectures

16 

1

II 

A

C



G000052 

综合英语(I,含16学时视听)

Comprehensive English(IContains 16 classes of audio-visual)

64

2

I

A

A

外国语学院(学生制定培养计划时,根据实际情况选够4分


G000053 

通用学术英语(II)

General Academic EnglishII

32

2

II

A

A



小语种(小语种考生)

Minority Languages (minority languages students)

96

4

I、II

A

A


G000021

矩阵理论

Matrix Theory

32

2

I

A

A

数理学院


专业基础课Specialized Course

M040048

随机过程

Random Process

32

2

I

A

A

自动化

学院


M040053

线性系统理论

Linear System Theory

32

2

I

A

A

自动化

学院


M041001

最优控制与最优状态估计

Optimal Control and Optimal Estimation

32

2

I

A

A

自动化

学院


M041002

现代检测理论与应用

Modern Detection Theory and Application

32

2

I

A

A

自动化

学院


M041003

模式识别

Pattern Recognition

32

2

I

A

A

自动化

学院


M041005

数字信号处理

Digital Signal Processing

32

2

II

A

A

自动化

学院


M040051

先进控制技术

Advanced Control Technology

32

2

A

A

自动化

学院


M040050

 

系统辩识

System Identification l

32

2

I

A

A

自动化

学院


选            修           课

Selective

Course

G000040 

自然辩证法概论

Introduction to Natural Dialectics

18

1

I

A

A

马克思主义学院

必选

Obligatory Course


G000054

体育

Physical Education

32

1

I

D

F

体育学院

必选

Obligatory   Course


G000055

口语

Spoken Language

16

1

I

A

E

外国语学院

必选

Obligatory Course


M040009

科技论文撰写

Writing of Technological Thesis

16

1

II

A

B

自动化

学院

必选

Obligatory Course


M040010

高级过程控制实践

Advanced Processing Control Practice

1

1

II

E

C

自动化

学院

必选

Obligatory Course


M040046

数字图像处理与分析

Processing and Analysis   of  Digital Image

32

2

II

A

B

自动化

学院

选修

Selective

Course


M040058

智能控制

Intelligent Control

32

2

I

A

C

自动化

学院

选修

Selective

Course


M041007

非线性控制系统

Nonlinear System

32

2

II

A

C

自动化

学院

选修

Selective

Course


M041008

预测控制

Predictive Control

32

2

II

A

C

自动化

学院

选修

Selective

Course e


M041012

嵌入式系统原理与应用

Theory and Application of Embedded Systems

32

2

II

A

F

自动化

学院

选修

Selective

Course


M041016

多传感器数据融合技术

Data Fusion Technology of Multi-sensors Technology

32

2

II

A

B

自动化

学院

选修

Selective

Course


M041017

无线传感器网络

Wireless Sensor Networks

32

2

II

E

F

自动化

学院

选修

Selective

Course


M040011

 

神经网络与深度学习           Neural network and Deep learning

32

2

IIA

 

A

B

自动化

学院

选修

Selective

Course


M041020 

学术报告

Academic Report


1

Ⅱ-VI 


F

自动化

必修Obligatory   Course


M040002

开题报告

Thesis Proposal


1

Ⅲ-VI 


F

学院


M040005 

中期考核

Medium-term Assessment


1

-VI 


F

自动化


M040001

学位论文

Degree Thesis


5

-VI 


F 

自动化

学院


补修            课程

Make-up Course

M041021

自动控制原理

Principles of Automatic Control

64

4

II

A

F

自动化学院

可根据导师要求补修,不计入学分

Patching in order to mentor 's requirementNot included in   the credit

 


M041022

计算机网络

Computer Network

32

2

II

A

F

自动化学院


注 1.教学方式代码:A—课堂讲授,B—学术研讨,C—专题报告,D—实践,E—其他;例:0.7A+0.3B

Notes1. Teaching method codes: A—lecturing in class B—Academic   discussion, C—subjective report, D—practice ,E—others; e.g.: 0.7A+0.3B


注2.考核方式代码:A—闭卷笔试,B—开卷笔试,C—课程论文,D—平时作业,E—口试,F—其他;例:0.8A+0.2D

Notes2 Examining method codes: A—written exam with closed paper,   B—written exam with opened paper, C—Class paper, D—ordinarily assignment,   E—oral test ,F—otherse.g.: 0.8A+0.2D


 

六、论文的要求Dissertation Requirements

学位论文工作是全面培训硕士生树立严谨的科学作风、掌握科学研究的基本方法和培养独立工作能力的重要环节。

Dissertation work is an important link of comprehensive training Masters to set up strict scientific stylegrasps the essential method of scientific research and cultivating the independent work ability.

    论文研究工作应注重培养硕士生文献查阅与综合能力、理论分析与计算能力、实验操作能力、归纳总结能力、目标凝练能力等,并应特别注重培养和提高独立工作能力和开拓创新的能力。

Dissertation research work should be paid great attention to cultivate the Maser` abilities of documents check and synthesizing capacitytheoretical analysis and computing powerexperiment operationssummarizingforming target etcAnd should be paid great attention to train and improve independent work ability and the development innovation ability.

    学位论文题目应在导师指导下于第二学期末或第三学期初确定,并由硕士生在一级学科范围内选题目。论文选题应着重选择对国名经济和本学科发展具有使用价值或理论意义的选题,应具有先进性。

The dissertation topic should be determined under the Tutor’s instruction at the end of the second semester or at the beginning of the third semesterand should be selected in the first-level discipline scope by Master. Dissertation selected topic should focus on subjects that have useful value or theory significance to the national economy and this scientific progress, and should have advanced nature. 

    硕士生应在导师指导下制定论文工作计划,计划经导师和研究室审核同意后实施。在学位论文工作期间,研究生部(处)和学院定期组织检查,由硕士生本人汇报阶段性论文工作。学位论文必须由硕士生在导师指导下独立完成。要求资料可靠,理论正确、思路清晰,对所研究专业和方向的最新成就有所了解,对所研究的课题有新的见解和研究成果。按照《中华人民共和国学位条例》和《青岛科技大学硕士学位授予工作细则》的规定和要求进行学位论文评阅和答辩,答辩通过者,经二级学院学位评定分委员会讨论通过,报校学位评定委员会批准,授予硕士学位。

Dissertation work plan should be worked out by Master under his or her Tutor’s instruction, carried out after Tutor and laboratory verification agreement. During the time of dissertation work, the Postgraduate Division (Department) and college organize check regularly; the Master reports his phased dissertation work by himself. Dissertation must be finished under Tutor’s instruction by Master independently. The requirements are material reliable, theory correct, clear thinking, understanding the latest achievement of his researched professional and direction, having new ideas and research results on study of his subject. Review dissertation and make graduation oral examination according to the law of the People’s Republic of China and the Regulations and the Requirements of Master Degree awarded work detailed rules of Qingdao university of science and technology, the postgraduate who passes graduation oral examination through the discussion of Secondary College Degree Assessment Points Committee, after be reported to and approved by School Academic Degree Evaluation Committee, will be awarded a Master degree.

 

 

 

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