Industrial Engineering Undergraduate Program

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Industrial Engineering Undergraduate Program

Our undergraduate program strives to provide students with the necessary knowledge and

skills to address organizational and industrial problems. Primary areas of interest are analysis,

design, planning, operation and control of manufacturing and/or service systems. Students

who successfully complete the undergraduate program receieve Bachelor of Science (B.S.)

degree.

The undergraduate program is based on mathematics, basic sciences and engineering analysis.

In addition, students are encouraged to improve their background and skills in management,

humanities, and social sciences. Graduates have the opportunity to participate in employment

in both private and public sectors.

Undergraduate Curriculum

Freshman Year

First Semester Credit ECTS

ENG 121 Academic English I (2 2 3) 4

HIST 201 Principles of Atatürk and History of Turkish

Revolution I (2 0 2) 3

IE 101 Industrial Engineering Orientation (2 0 2) 3

MCS 155 Calculus for Engineering I (3 2 4) 5

ME 115 Fundamentals of Computer Aided Engineering

Drawing (2 2 3) 6

PHYS 131 Physics I (3 2 4) 6

TURK 101 Turkish I (2 0 2) 3

(16 8 20) 30

Second Semester Credit ECTS

CENG 198 Introduction to Computer Programming (2 2 3) 5

ECON 213 Principles of Economics (4 0 4) 4

ENG 122 Academic English II (2 2 3) 4

HIST 202 Principles of Atatürk and History of Turkish

Revolution II (2 0 2) 3

MCS 156 Calculus for Engineering II (3 2 4) 5

PHYS 132 Physics II (3 2 4) 6

TURK 102 Turkish II (2 0 2) 3

(18 8 22) 30

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Sophomore Year

Third Semester Credit ECTS

IE 227 Introduction to Probability (3 2 4) 6

IE 241 Cost Analysis in Engineering (3 0 3) 5

MCS 205 Basic Linear Algebra (3 0 3) 4

MCS 258 Introduction to Differential Equations (2 2 3) 4

MSE 225 Introduction to Materials Science (3 2 4) 6

ELECTIVE 1 Restricted Manufacturing Processes Elective

(ME 243, ME 210) (2 2 3) 5

(16 8 20) 30

Fourth Semester Credit ECTS

IE 202 Work Study and Ergonomics (3 2 4) 7

IE 218 Computer Applications in IE (2 2 3) 6

IE 228 Engineering Statistics (3 2 4) 7

IE 232 Operations Research I - Modeling (4 2 5) 7

ELECTIVE 2 Free Elective (3 0 3) 3

(15 8 19) 30

Junior Year

Fifth Semester Credit ECTS

ESR 101 Ethics and Social Responsibilty (1 0 1) 1

IE 200 Summer Training I (0 0 0) 5

IE 327 System Simulation (3 2 4) 7

IE 333 Operations Research II - Deterministic

Problems (3 2 4) 6

IE 341 Engineering Economic Analysis (3 0 3) 5

IE 365 Manufacturing and Service Systems Planning I (3 2 4) 6

(13 6 16) 30

Sixth Semester Credit ECTS

IE 302 Facilities Design and Location (3 2 4) 6

IE 334 Operations Research III - Stochastic Problems (4 2 5) 7

IE 364 Production Information Systems (2 2 3) 6

IE 366 Manufacturing and Service Systems Planning II (3 2 4) 6

ELECTIVE 3 Restricted Non-Departmental Elective (3 0 3) 5

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Senior Year

Seventh Semester Credit ECTS

IE 300 Summer Training II (0 0 0) 5 IE 407 Systems' Analysis (1 4 3) 7 IE 427 Quality Engineering (3 2 4) 6 IE 499 Seminars in IE Practice (2 0 2) 2 ELECTIVE 4 IE Elective 1 (3 0 3) 5 ELECTIVE 5 IE Elective 2 (3 0 3) 5 (12 6 15) 30

Eighth Semester Credit ECTS

IE 408 Systems' Design and Implementation (1 4 3) 7

PSY 435 Industrial Psychology and Organizational

Behavior (3 0 3) 4

ELECTIVE 6 IE Elective 3 (3 0 3) 5

ELECTIVE 7 Restricted Management Elective (MAN 433,

MAN 432, MAN 102*) (3 0 3) 5

ELECTIVE 8 MAN/ECON Elective (3 0 3) 5

ELECTIVE 9 Restricted Law Elective (IE 464, MAN 323,

MAN 429) (3 0 3) 4

(16 4 18) 30

Total Credits 121 56 149 240 * Only for those students who had this course in their curriculum when they started the IE program.

Undergraduete Course Descriptions

IE 101 Industrial Engineering Orientation (2 0 2) (ECTS: 3)

This course is designed to establish an overall and coherent view of industrial engineering concepts in relation to engineering profession in general, work environment for an industrial engineer and the industrial engineering curriculum. The course is composed of a series of weekly lectures each being dedicated to certain subfields related to industrial engineering. In this way the students have an overview of the lectures which they will take as a part of the undergraduate curriculum.

IE 200 Summer Training I (0 0 0) (ECTS: 5)

In this course the students are required to spend a training period of minimum four weeks (20 working days) in a manufacturing organization. During their training they will have the opportunity of thoroughly observing a manufacturing system. The students will also make

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some analysis and carry out a discussion of the various aspects of the manufacturing process.

IE 202 Work Study and Ergonomics (3 2 4) (ECTS: 7)

This course is designed to teach the fundamentals of Work Study and Ergonomics. The topics covered in the course are introduction, problem solving tools, operation analysis, manual work design, time study, standard data and formulas, work sampling, predetermined time systems, job analysis, job evaluation and compensation, design, work environment design, design of cognitive work.

IE 218 Computer Applications in Industrial Engineering (2 2 3) (ECTS: 6)

This course is designed to provide a background necessary to develop different computer based applications required in IE activities. The topics covered in the course are basics of programming in MATLAB, C and VBA, Introduction of basic data structures, library functions, programming basics, Introduction to algorithmic thinking, Flowcharting basics, debugging and tracing, Review of conditionals and loop structures, Advanced loop structures, Arrays and their application and developing basic algorithms, Basic file operations, I/O using files, Introduction to functions, subroutines and recursion, User interface design, Search and sort algorithms, Computations on matrix operations and matrix inversion, Use of Pointers, List processing: Ordered vs Linked lists, Discrete event single server deterministic queue simulation.

IE 227 Introduction to Probability (3 2 4) (ECTS: 6)

Introduction; basic probability concepts; counting techniques; concepts of random variables and their types; probability distributions; special probability distributions (discrete and continuous); jointly distributed random variables; conditional probability distributions; expectation; variance; covariance and correlation; conditional expectation and variance; functions of random variables and their distributions; moments of random variables and moment generating functions; limit theorems.

IE 228 Engineering Statistics (3 2 4) (ECTS: 7)

Introduction to statistics, data and sources of data; descriptive statistics; review of random variables, binomial, normal distributions and central limit theorem; sampling distributions; point estimation; properties of estimators; estimation methods; interval estimation; sample size determination; prediction and tolerance interval; hypothesis testing for single, two and more population parameters; sample size determination for hypothesis testing; independence test for categorical data; chi-square goodness-of-fit test; simple linear regression; multiple linear regression.

IE 230 Introduction to Probability and Statistics (2 2 3) (ECTS: 5, offered to some other departments only)

Basic concepts of probability and random variables which constitutes the basics of statistics. Discrite and continuous random variables and their distributions, expectation of discrite random variables. Random samples, statistics and their distributions, estimation, hypothesis testing, inference about two populations, analysis of variance, regression analysis.

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IE 232 Operations Research I - Modeling (4 2 5) (ECTS: 7)

Principles of model building, basic optimization concepts and approaches for problem solving are discussed in detail. Application of these principles and concepts are illustrated using simplified but practical problems from diverse fields of applications in manufacturing/service/distribution systems. Scope and limitations of suggested formulations are presented and their applications in real-life situations are focused on with the help of mathematical programming software. Emphasis is on the formulation and interpretation of models rather than solution techniques.

IE 241 Cost Analysis in Engineering (3 0 3) (ECTS: 5)

Introduction to accounting systems; basics of financial accounting; preparation and analysis of financial statements; inventory valuation and depreciation methods; cost terms and classifications; cost-volume-profit analysis; budgeting; variance analysis; allocation of common costs and joint costs; costing systems and their practices in manufacturing and service industry; pricing decisions and cost management.

IE 300 Summer Training II (0 0 0) (ECTS: 5)

In this course the students are required to spend a training period of minimum four weeks (20 working days) in a manufacturing or service organization. During their training they will have the opportunity of thoroughly observing a manufacturing or service system. The students will also make some analysis and carry out a discussion of the various aspects of the process.

IE 302 Facilities Design and Location (3 2 4) (ECTS: 6)

Introduction to facilities planning; Definition of the facility location problem; Basic discrete and continuous location models and known solution techniques; Advanced location models and location-allocation models; Introduction to facilities design; Market analysis, forecasting and capacity determination; Defining requirements based on product, process and schedule design; Flow, space and relationship planning: departmentalization; Personnel requirements; Introduction to materials handling system design and warehousing operations; Introduction to plant layout; Layout optimization techniques; Comparison of computerized layout techniques; Facilities systems; Facilites design project: preparing, presenting, implementing and maintaining.

IE 327 System Simulation (3 2 4) (ECTS: 7)

Introduction; types of simulation; concepts and examples of discrete-event simulation; event-scheduling/time advanced algorithm; hand simulation; number generation; random-variate generation; input modelling; verification and validation of simulation models; output analysis for a single model; comparison and evaluation of alternative system designs; simulation with ARENA.

IE 333 Operations Research II - Deterministic Problems (3 2 4) (ECTS: 6)

This is the second of a series of three Operations Research courses in our curriculum. The emphasis is on the solution procedures and interpretation of the solutions of the deterministic Operations Research problems. The topics covered are linear programming, simplex methods, duality, post optimality analysis, network models, integer programming, dynamic programming, and nonlinear programming.

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IE 334 Operations Research III - Stochastic Problems (4 2 5) (ECTS: 7)

Introduction; review of basic concepts of probability and properties of random variables; classification of stochastic processes; discrete-time discrete state Markov chains; the exponential distribution and the Poisson process; continuous-time discrete state Markov chains; queuing theory; reliability theory.

IE 341 Engineering Economic Analysis (3 0 3) (ECTS: 5)

Foundations of engineering economy; engineering economy factors; nominal end effective interest rates; present and future worth analysis; annual worth analysis; rate of return analysis; benefit/cost analysis and public sector economics; project financing; replacement and retention decisions; independent projects; breakeven analysis, effects of inflation.

IE 345 Engineering Economy (3 0 3) (ECTS: 4, offered to some other departments only)

This course highlights the importance of economic principles in engineering applications, especially in project evaluation procedures. Basics of economic evaluation of engineering decisions such as time value of money, inflation, depreciation and income taxes and related techniques are given.

IE 364 Production Information Systems (2 2 3) (ECTS: 6)

Information Systems and IE perspective, Global E-business and Collaboration, Organizational and Business relevance, IT Infrastructure Information technologies Telecommunications and the Internet, Security and Control, Enterprise Applications and Integration, Business Process Redesign, E-commerce: Digital Markets, Digital Goods, Knowledge Management, Decision Making, Building information systems, Managing projects.

IE 365 Manufacturing and Service Systems Planning I (3 2 4) (ECTS: 6)

This is the first of two sequel courses, which are designed to introduce the planning issues for manufacturing and service systems. The topics covered in the first course are manufacturing and service systems, long-range planning, forecasting, aggregate planning, deterministic and independent demand inventory management, dynamic lot sizing, supply chain management, and distribution planning and scheduling.

IE 366Manufacturing and Service Systems Planning II (3 2 4) (ECTS: 6)

This is the second of two sequel courses, which are designed to introduce the planning issues for manufacturing and service systems. The topics covered in the second course are stochastic and independent demand inventory management, master scheduling, capacity requirements planning, push production control systems (MRP, MRP II), production activity control (scheduling in different production environments, priority rules), project scheduling, pull production systems (just-in-time production, kanban).

IE 407 Systems' Analysis (1 4 3) (ECTS: 7)

This course is a project based synthesis of the techniques and methodologies of Operations Research and Industrial Engineering covered in other courses. This is not a course in the classical sense. The projects are concerned with the design of complex systems and may involve modeling and analysis of manufacturing and service systems based on demand,

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resource, capacity, location, computer integration, and information requirements. IE 407 is devoted to the understanding and identification of the particular system involved, and statement of the problem.

IE 408 Systems' Design and Implementation (1 4 3) (ECTS: 7)

This course is a project based synthesis of the techniques and methodologies of Operations Research and Industrial Engineering covered in other courses. This is not a course in the classical sense. The projects are concerned with the design of complex systems and may involve modeling and analysis of manufacturing and service systems based on demand, resource, capacity, location, computer integration, and information requirements. IE 408 is devoted to the construction of solution methodologies and decision support system, and implementation of the proposed solution to the realized problem in IE 407.

IE 427 Quality Engineering (3 2 4) (ECTS: 6)

Review of fundamental statistical concepts; introduction to quality and DMAIC process; introduction to control charts; control charts for attributes; control charts for variables; graphical methods for quality improvement; process control techniques; specification limits; process capability analysis; tolerances and related techniques; acceptance sampling by attributes and by variables; application of design of experiments to quality control; 2k factorial design; two level fractional factorial design; overview of quality management systems.

IE 499 Seminars in IE Practice (2 0 2) (ECTS: 2)

Throughout this course a series of seminars will be given by invited speakers on issues of current interest to the practice of industrial engineering to introduce IE students to the work atmosphere and opportunities available in academia and various manufacturing and service systems.

Elective Courses

Departmental Elective Courses

IE 402 Supply Chain Management (3 0 3) (ECTS: 5)

This course gives and understanding of the basic concepts, techniques and algorithms for planning and coordinating the supply chain systems. Moreover, it serves an opportunity to practice the tools taught in operations research and production planning courses. Topics to be covered: Introduction to the concepts and terminology of logistics and supply chain management, examination of components of logistics and supply chain systems, analysis of interactions and trade-off’s among these components, logistics network configuration, risk pooling and multi-echelon inventory systems, value of information in supply chains, coordination of the supply chain using contracts and other mechanisms, distribution strategies for the supply chain and product design for supply chain efficiency.

IE 412 Applied Time Series Analysis (3 0 3) (ECTS: 5)

Introduction; time series; components of time series; autocorrelation; strong and weak stationarity; AR models, MA models; ARMA models; model identification and estimation;

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non-stationarity and unit root tests; ARIMA models; SARMA models; SARIMA models; model identification, estimation and forecasting of seasonal models; tests for seasonal unit roots.

IE 424 Discrete Location Models and Applications (3 0 3) (ECTS: 5)

Introduction and classification of location problems; overview of all the basic discrete facility location problems and the elements of location models; Single-Echelon Single-Commodity Location Models; Two-Echelon Multi-Commodity Location Models; Public Sector Location Models (Center, Median and Covering Problems); Hub Location Problems; basic Location-Routing Problems; modeling and solution methodologies for all location problem types covered.

IE 429 Design of Experiments (3 0 3) (ECTS: 5)

Introduction; review of ANOVA and multiple comparison tests; randomized block design; Latin Square designs; review of 2k factorial design; blocking and confounding; review of two-level fractional factorial designs; nested designs; split designs; robustness and Taguchi's contribution; response surface methodology and review of linear regression; first-order models; steepest ascent method; second-order models.

IE 435 Decision Analysis (3 0 3) (ECTS: 5)

Introduction; elements of decision problems; structuring decisions; probability and decision; decision making in a complex world; uncertainty and making choices; payoffs and losses; developing a decision model; non-probabilistic and probabilistic criteria for decision making under uncertainty; utility and the assessment of utility functions; decision tree analysis; gaining insight through evaluation; the value of information; terminal and posterior decisions; the value of perfect and sample information; pre-posterior analysis; using simulation to solve decision problems; getting agreement; implementing the decision analysis process.

IE 438 System Dynamics (3 0 3) (ECTS: 5)

System Dynamics focuses on modeling and simulating dynamic, complex, socio-technical systems with multiple feedback effects, long time delays, and nonlinear responses based on causal loops, feedback mechanisms, delays and nonlinear functions. Topics to be covered: Introduction of the basic concepts in system dynamics, problem definition and modeling process, soft vs. hard OR, structure and behaviour of dynamic systems, causal loops, system archetypes, stock and flow structure of dynamic systems, growth models, delays, path dependence, delays, bounded rationality, system dynamics in forecasting and supply chain management.

IE 444 Computer Integrated Manufacturing Systems (3 0 3) (ECTS: 5)

This course is designed to highlight the major automation-related subjects, and how to integrate elements of a production system. Special emphasis will be given on industrial robotics, robot programming and flexible manufacturing systems (FMS). Laboratory exercises will deal with robotic programming and experiment with FMS systems. The elements of a flexible manufacturing environment such as CNC machines, robots, conveyors are modeled and operated via OpenCIM software package.

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IE 454 An Introduction to Combinatorial Analysis (3 0 3) (ECTS: 5)

The aim of this course is to develop better skills in understanding and formulating combinatorial models. Real life cases are studied. Software packages are used for solution and analysis of models.

IE 456 Mathematical Modeling and Applications (3 0 3) (ECTS: 5)

This course aims to develop skills in understanding and formulating deterministic mathematical models of complex systems. Transportation, distribution, location, production, and economic planning problems are investigated. Real life cases are studied. Software packages are used for solution and analysis of models.

IE 469 Engineering Ethics (3 0 3) (ECTS: 5)

The aim of this course is to teach how to formulate and resolve typical ethical issues by analyzing simple examples as well as case studies. Different approaches and perspectives to ethical problem solving are outlined and compared. Codes of Ethics for various engineering fields are studied. Apart from basic concepts of engineering ethics the following are also included in the subject matter: conflicts of interest, exchange of favors, risk, safety, liability, obligations of engineers to their employers and the society, intellectual property rights, environmental impact, and conflicting cultural values.

IE 470 Reliability Engineering (3 0 3) (ECTS: 5)

Introduction; basic ideas behind product reliability and reasons for collecting reliability data; Models, types of reliability data; probability plotting; reliability and hazard functions; system reliability evaluation; model's parameter estimation and reliability testing; life testing and accelerated life testing models; reliability improvement: warranty and preventive maintenance; case studies.

IE 471 Inventory Planning and Control (3 0 3) (ECTS: 5)

The aim of this course is to develop better skills in understanding, formulating and building inventory planning and control models. Inventory policies for continuous-review and periodic review are covered for deterministic and stochastic cases. Analysis of mathematical models is made. Students are expected to conduct a literature survey for the purpose of finding a solution to a typical inventory problem as the requirement of a project work.

IE 473 Material Handling Systems (3 0 3) (ECTS: 5)

Introduction to planning and design of material handling systems, material handling terminology, principles, design procedure, analysis of material handling requirements, relationship with layout planning, unit load, material handling equipment selection, analysis of material transport systems (AGV, conveyor, monorail, cranes and hoists …), engineering analysis of storage systems (conventional vs. automated storage), warehousing, storage location strategies, storage system performance, equipment and space utilization.

IE 474 Scheduling and Sequencing (3 0 3) (ECTS: 5)

This course introduces the principles, techniques and algorithms for solving machine (resource) scheduling problems of the manufacturing and service systems. The topics covered in this course are overview of terminology, characteristics and classification of

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scheduling and sequencing problems, an overview of computational complexity theory, single machine, parallel machines, flow shop, job shop, and open shop scheduling problems with various scheduling criteria, dispatching rules, branch-and bound, dynamic programming, local search, and metaheuristic approaches.

IE 481 Optimization Techniques (3 0 3) (ECTS: 5)

Review of linear programming and simplex method; special forms of simplex algorithm; basics of nonlinear optimization; maxima, minima, and saddle points; algorithms for unconstrained nonlinear programming problems; methods for constrained nonlinear programming problems; Lagrange multipliers and Lagrange function; Kuhn-Tucker conditions; various nonlinear programming algorithms.

Free Elective Courses

Students are encouraged to take any course with 3 credits (except IE courses) from any

department according to their interests. Click here for the list of offered classes.

Restricted Non-IE & MAN/ECON Elective Courses

Click here for the list of restricted Non-IE & MAN/ECON Electives,

Double Major & Minor Programs

For Industrial Engineering Students | For Other Department Students

Undergraduate students who satisfy certain requirements may also apply a second

department for a double major degree or a minor program certificate. Those students who graduate from their own program and a major degree program receive undergraduate diplomas from both departments, whereas those students who successfully complete a minor program receive a certificate from their minor program along with an undergraduate diploma from their own department.

Undergraduate programs of the following departments offer Industrial Engineering undergraduates major and minor programs:

 Computer Engineering

 Electronic and Communication Engineering

 Civil Engineering

 Materials Science and Engineering

 Mechanical Engineering

 Mechatronics Engineering

 Mathematics and Computer

 Banking and Finance

 Economics

 Management

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 International Trade

 Psychology

In addition to these departments, our undergraduate students have the opportunity to have minor in Architecture, Interior Architecture or City and Regional Planning if they satisfy the necessary requirements.

For Other Department Students

Double major curriculums for the students of:

 Department of Electronics and Communication Engineering

 Department of Computer Engineering

 Department of Civil Engineering

 Department of Mechanical Engineering

 Department of Materials Science and Engineering

 Department of Mechatronics Engineering

 Department of Mathematics and Computer Science

 Department of Management

 Department of Economics

Minor curriculums for the students of:

 Department of Electronics and Communication Engineering

 Department of Computer Engineering

 Department of Civil Engineering

 Department of Mechanical Engineering

 Department of Materials Science and Engineering

 Department of Mechatronics Engineering

 Department of Mathematics & Computer Science

 Department of Management

 Department of Economics

MAJOR PROGRAMS

Double Major Program for the Department of Electronics and Communication Engineering

ID Course Name Credits ECTS

ME 115 Fundamentals of Computer Aided

Engineering Drawing 3 6

MSE 225 Introduction to Materials Science 4 6

(ME 243, ME 210) 3 5

IE 227 or

ECE 307

Introduction to Probability

Probability and Random Processes

4 3

6 4

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IE 232 Operations Research I - Modeling 5 7

IE 202 Work Study and Ergonomics 4 7

IE 241 Cost Analysis in Engineering 3 5

IE 218 Computer Applications in IE 3 6

IE 365 Manufacturing and Service Systems Planning

I 4 6

Problems 4 6

IE 327 System Simulation 4 7

IE 341 Engineering Economic Analysis 3 5

IE 302 Facilities Design and Location 4 6

IE 364 Production Information Systems 3 6

II 4 6

IE 334 Operations Research III - Stochastic

Problems 5 7

IE 300 Summer Training II 0 5

IE 427 Quality Engineering 4 6

IE 407 Systems' Analysis 3 7

IE 408 Systems' Design and Implementation 3 7

IE 499 Seminar in IE Practice 2 2

Total 76 131

Double Major Program for the Department of Computer Engineering

(ME 243, ME 210) 3 5

IE 227 Introduction to Probability 4 6

IE 228 Engineering Statistics 4 7

IE 218 or CENG 241 Computer Applications in IE Advanced Programming 3 4 6 7

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Problems 4 6

II 4 6

Problems 5 7

Total 76 131

Double Major Program for the Department of Civil Engineering

(ME 243, ME 210) 3 5

I 4 6

Problems 4 6

IE 341 or IE 345

Engineering Economic Analysis Engineering Economy

3 3

5 4

II 4 6

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Total 65 112

Double Major Program for the Department of Mechanical Engineering

I 4 6

Problems 4 6

IE 341 or IE 345

3 3

5 4

II 4 6

Problems 5 7

(15)

Double Major Program for the Department of Material Science and Engineering

(ME 243, ME 210) 3 5

I 4 6

Problems 4 6

IE 341 or IE 345

3 3

5 4

II 4 6

Problems 5 7

Total 69 119

Double Major Program for the Department of Mechatronics Engineering

IE 227 or

ECE 307

4 3

6 4

(16)

I 4 6

Problems 4 6

IE 341 or IE 345

3 3

5 4

II 4 6

Problems 5 7

Total 66 114

Double Major Program for Department of Mathematics and Computer Science

MCS 205 Basic Linear Algebra 3 4

(ME 243, ME 210) 3 5

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or

MCS 384 Database Management Systems 3 6

I 4 6

Problems 4 6

II 4 6

Problems 5 7

Total 79 135

Double Major Program for Department of Management

PHYS 131 Physics I 4 6

(ME 243, ME 210) 3 5

I 4 6

(18)

IE 327 System Simulation 4 7 IE 341

or

MAN 317

Engineering Economic Analysis Managerial Economics

3 3

5 7

II 4 6

Problems 5 7

Total 80 136

Double Major Program for Department of Economics

PHYS 131 Physics I 4 6

(ME 243, ME 210) 3 5

I 4 6

Problems 4 6

(19)

II 4 6

Problems 5 7

Total 80 136

MINOR PROGRAMS

Minor Program for Department of Electronics and Communication Engineering

IE 227 or

ECE 307

4 3

6 4

I 4 6

Problems 4 6

II 4 6

Problems 5 7

Total 34 51

Minor Program for Department of Computer Engineering

I 4 6

(20)

Problems

II 4 6

Problems 5 7

Total 34 51

Minor Program for Department of Civil Engineering

I 4 6

Problems 4 6

II 4 6

Problems 5 7

Total 30 44

Minor Program for Department of Mechanical Engineering

I 4 6

Problems 4 6

II 4 6

Problems 5 7

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Minor Program for Department of Material Science and Engineering

I 4 6

Problems 4 6

II 4 6

Problems 5 7

Total 34 51

Minor Program for Department of Mechatronics Engineering

IE 227 or

ECE 307

4 3

6 4

I 4 6

Problems 4 6

II 4 6

Problems 5 7

Total 34 51

Minor Program for Department of Mathematics and Computer Science

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I 4 6

Problems 4 6

II 4 6

Problems 5 7

Total 34 51

Minor Program for Department of Management

I 4 6

Problems 4 6

II 4 6

Problems 5 7

Total 37 55

Minor Program for Department of Economics

I 4 6

(23)

Problems

II 4 6

Problems 5 7

Total 33 50

Industrial Collaborations

Industrial Engineering curriculum includes Systems' Analysis, Design and Implementation courses during which groups of our senior students work on real-life problems in partnership with various production and service companies in Ankara. Real-life projects provided through this relationship:

 let our students apply their theoretical knowledge and gain experience before they

graduate, and

 provide companies with the opportunity to scientifically work with groups of senior

students under supervision of our faculty in seeking applicable solutions for their problems.

In addition, Industrial Engineering Department is actively participating in clustering activities

led by Çankaya University. The clustering formation, "İŞİM" (İş ve İnşaat Makineleri Kümesi),

formed and led by Çankaya University collaborates with several manufacturing and construction companies. This collaboration provides nation-wide and international project opportunities for participating body of industrial companies and the university members including faculty and students.

More information on the industry-university relationship can be obtained through the links provided at the left of the page.

Systems' Analysis, Design and Implementation

Our curriculum includes Systems' Analysis, Design and Implementation courses during which groups of our senior students work on real-life problems in partnership with various

production and service companies in Ankara. Real-life projects provided through this relationship:

let our students apply their theoretical knowledge and gain experience before they graduate, and

provide companies with the opportunity to scientifically work with groups of senior students under supervision of our faculty in seeking applicable solutions for their problems.

Some of our graduates have even been offered positions in the companies partnering with our department as a result of their successful project work during this relationship.

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2014-2015 Systems' Analysis, Design and Implementation Projects

ANADOLU EFES Product allocation in Anadolu Efes Ankara Warehouse

ENERJİSA Detection of technical and nontechnical electricity losses

AKSAPARK Inventory management and warehouse addressing study in

Aksapark

REBOSIO M-Stage hybrid flowshop scheduling for multiprocessing

unidentical parallel machines with recirculating jobs

MAN TÜRKİYE Scheduling og pipe workshop activities in Man Türkiye

ELFA METAL Developing a system based on genetic algorithm for incapability

of due date estimation at Plusdoor

MAN TİCARET Authorized service facility location problem for Man truck & bus

trade Inc. FIRAT

MÜHENDİSLİK New facility design

KROMLÜKS Analysis of cost effective utilization of the new laser cutting

machine

KAREL Lot sizing in Karel Electronics

EMEK Electrical

Industy Inc. Effective scheduling

AKSAN Steel

Forging System improvement for minimizing the setup losses of press line

ALTUNBİLEKLER Stock space planning in Altunbilekler's new warehouse ARÇELİK

Dishwasher Plant Material handling

COCA COLA Design of delivery between days and vehicle routing for Coca

Cola İçecek

AKSA PARK Standardization and documentation of processes for materials

planning

LAZZONİ Providing standardization in production processes and preparing

infrastructure of accurate planning ASSAN ASP

Machinery Production planning

AKYURT Stock planning

GÜVEN Hospital A purchasing and inventory system design under depot capacity

restriction

DUŞ'AL Facility layout design

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ALTUNBİLEKLER Vehicle loading and routing problem

BOZANKAYA Statistical process control

EGO Maintenance planning and monitoring

EGO Transfer station location and route planning

KROMLÜKS Cutting-stock problem

MEGE TEKNİK Workforce planning and efficiency improvement

PREKONS Production planning and scheduling

SOYKANLAR Inventory control and order tracking system

TAV Esenboğa -

DHMİ Aircraft parking lot and gate scheduling

TERMİKEL Scheduling problem

ULUSOY ELEKTRİK Scheduling for moulds

YDS Warehouse design

YUNUS MARKET Vehicle loading and routing

ZİRAAT BANKASI Location problem for new branches

KARBA One dimensional cutting-stock problem

ALFER Production and capacity planning

YİĞİT AKÜ Material handling and KANBAN implementation

SOYKANLAR Vechile routing and loading

SERDAR PLASTİK Material handling system design

TÜRK TRAKTÖR New facility design

MAN A.Ş. Maintanance planning

BOZANKAYA Scheduling of welding operations

OPAL ON Facility layout planning

YENİMAHALLE BLD. Investment planning for public park areas YENİMAHALLE BLD. Location allocation problem

GENPOWER Cost analysis

GENPOWER Inventory control and warehouse design

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GÖÇMAKSAN Production planning

HİDROAN Inventory control

KARBA Facility layout planning

MİKROMAK Materials requirement planning

GENPOWER Assembly line balancing

HİDROTORK Materials requirement planning

TEKNİKON Facility design

ÇANKAYA

UNIVERSITY Design of transportation system

ELFA Cost analysis

BİRLİK MAKİNA Quality control system design

PİMAKS Facility design

ELFA Development of aggregate production scheduling system

SERDAR PLASTİK Warehouse design and storage assignment

MAN A.Ş. Assembly line balancing

SERDAR PLASTİK Scheduling of enjection process KARDELEN MAKİNA Cost analysis

ÇESAN Development of a material requirement system

SEÇKİN MAKİNE Cost analysis

PALME MAKİNA Facility layout improvement

ÇELİKSAN DÖKÜM Cost analysis and estimation

HIDROAN-TEKNOAN Cost analysis

HIDROAN Layout design for a new facility

ONİŞ İNŞAAT

MAKİNELERİ Cost analysis

ER MAKİNA Facility layout improvement

ÜN-KOÇ MAKİNA Decision support system implementation for order processing

BİRLİK MAKİNA Aggregate planning using weighted distribution problem type

linear programming model YILDIRIM

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YAVUZ MOTOR Supply chain design

BİRLİK MAKİNA Facility layout improvement

KARKE MAKİNA Cost analysis

PALME MAKİNA Assembly line balancing

TİPİSAN OTOMOTİV Product tracing system development

PALME MAKİNA Trim-loss minimization management

ASSAN ASP Makine Cost analysis

Placement of Our Alumni

Our graduates work in academia, public, industry and service sectors, in Turkey and abroad. Work areas include, but not limited to: retailing and sales, textile and apparel industry, consulting, banking and finance, information technology, public authority, and defense industry. As of 2014-2015 academic year, more than 800 alumni of our department are working in various areas such as production planning, project management, finance, budget planning, cost accounting, investment planning, business development, process management, quality management, after-sales service support, human resources management, procurement, stock management, maintenance planning, internal auditing, sales, marketing, system analysis, information technology, product design and development. A sample of our alumni placement records is listed below.

No Company/Establishment Field/Sector Web Site

1 ABank - Alternatifbank A.Ş. Banking/Finance http://www.abank.com.tr/

2 ABBA Mobilya Proje Tasarım Dekorasyon Sanayi ve Ticaret Ltd. Şti.

Production/Manufacturing http://comtr.abbamobilya.net/

3 ACRON Bilişim A.Ş. Information

Technologies/Software/Consulting http://www.acron.com.tr/ 4 ADAN Ofis Mobilyaları A.Ş.

(Pierre Cardin Ofis Mobilyaları) Production/Manufacturing http://www.pierrecardinofis.com/ 5 AFS Boru Sanayi A.Ş. Production/Manufacturing http://www.afs.com.tr/

6 AGT Ağaç Sanayi ve Ticaret

A.Ş. Production/Manufacturing http://www.agt.com.tr/ 7 AHİ EVRAN ÜNİVERSİTESİ Academia http://www.ahievran.edu.tr/

8 AKBANK T.A.Ş. Banking/Finance https://www.akbank.com.tr/

9 AKSAN Çelik Dövme Sanayi ve

Ticaret A.Ş. Production/Manufacturing http://www.aksanforging.com/ 10 ALLIANZ SİGORTA A.Ş. Insurance https://www.allianzsigorta.com.tr/

11 ALMOSAN Mimarlık Metal ve Orman Ürünleri Sanayi Ticaret A.Ş.

Production/Manufacturing http://www.almosan.com/

12 ALTUNBİLEKLER Gıda İht.

Mad. Tic. San. Ltd. Şti. Retailing http://www.altunbilekler.com.tr/ 13 ANADOLU EFES Biracılık ve

Malt Sanayii A.Ş. Soft Drinks/Beverages http://www.anadoluefes.com/ 14 ARCELOR MITTAL Distribution

Solutions Distribution/Logistics http://ds.arcelormittal.com/ 15 ARKAS Holding A.Ş. Distribution/Logistics http://www.arkas.com.tr/

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Technologies/Software/Consulting 17 ASAŞ Ambalaj Baskı Sanayi ve

Ticaret A.Ş. Production/Manufacturing http://www.cflex.com/global-locations/asas-ambalaj-baski-sanayi-ve-tic-as/

18 ATLAS COPCO Makinaları

İmalat A.Ş. Service http://www.atlascopco.com/

19 AYMAK Kırma Eleme Makinaları Sanayi ve Ticaret A.Ş.

Production/Manufacturing http://www.aymak.com/

20 BALKANER ENERJİ Madencilik Petrol ve Bilişim Yatırımları Ltd. Şti.

Energy/Petrochemicals http://www.balkaner.com.tr/

21 BERDAN Cıvata Sanayi A.Ş. Production/Manufacturing http://www.berdancivata.com/

22 BERGE MÜHENDİSLİK Isıtma

Soğutma İnşaat Sanayi Ltd. Şti Construction http://www.berge.com.tr 23 BETAŞ - BEST Elektrik

Taahhüt ve Ticaret A.Ş. Energy/Petrochemicals http://www.best-contracting.com/ 24 BİLGE Danışmanlık Information

Technologies/Software/Consulting http://www.bilg-e.com 25 BİLİŞİM Ltd. Şti. Information

Technologies/Software/Consulting http://www.bilisim.com.tr/ 26 BİTARY YAZILIM Information

Technologies/Software/Consulting http://www.bitary.net/ 27 BORUSAN Oto Servis ve

Ticaret A.Ş, Automotive http://www.borusanoto.com/ 28 BOSCH Sanayi ve Ticaret A.Ş. Production/Manufacturing http://www.bosch.com.tr/

29 BOZANKAYA Oto. Mak. İml.

İth. ve İhr. A.Ş. Automotive http://www.bozankaya.com.tr/ 30 BSH Ev Aletleri Sanayi ve

Ticaret A.Ş Production/Manufacturing http://www.bsh-group.com.tr/ 31 Cadde Patent Marka Ltd. Şti. Information

Technologies/Software/Consulting http://www.caddepatent.com.tr/ 32 ÇALIK ENERJİ Sanayi ve

Ticaret A.Ş. Energy/Petrochemicals http://www.calik.com/ 33 ÇANAKÇILAR SERAMİK

Sanayi ve Ticaret A.Ş. Production/Manufacturing http://www.creavit.com.tr/ 34 ÇANKAYA ÜNİVERSİTESİ Academia http://www.cankaya.edu.tr/

35 CHEVRON (USA) Energy/Petrochemicals http://www.chevron.com/

36 CITIBANK Türkiye Banking/Finance http://www.citibank.com.tr/

37 COCA-COLA İçecek A.Ş. Soft Drinks/Beverages http://www.cci.com.tr/tr

38 COMDATA GROUP - Callus

Bilgi ve İletişim Hizmetleri A.Ş. Service http://www.callus.com.tr/tr/ 39 Çukurova Belediyesi Public http://www.cukurova.bel.tr/

40 DeFacto Perakende Ticaret

A.Ş. Textile/Apparel http://www.defacto.com.tr/

41 Devlet Hava Meydanları

İşletmesi (DHMİ) Public http://www.dhmi.gov.tr/ 42 DNM Tekstil Sanayi ve Ticaret

A.Ş. Textile/Apparel http://www.dnmtextile.com/

43 DOKUZ EYLÜL ÜNİVERSİTESİ Academia http://www.deu.edu.tr/

44 DORÇE Prefabrik Yapı ve

İnşaat Sanayi Ticaret A.Ş. Construction http://www.dorce.com.tr/ 45 DOĞUŞ Holding A.Ş. Conglomerate http://www.dogusgrubu.com.tr/

46 DROGSAN İLAÇLARI Sanayi

ve Ticaret A.Ş. Pharmaceuticals http://www.drogsan.com.tr/ 47 DUPONT PIONEER

Tohumculuk A.Ş. Agriculture http://www.pioneer.com/ 48 EB REBOSİO Ltd. Şti. Production/Manufacturing http://www.ebrebosio.com.tr/

49 ELEKTROMED A.Ş. Production/Manufacturing http://www.elektromed.com.tr/

50 ELFA METAL Makine Sanayi

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51 ELİMKO Elektronik İmalat ve

Kontrol Ticaret Ltd. Şti. Production/Manufacturing http://www.elimko.com.tr/tr 52 EMEK Elektrik Endüstrisi A.Ş. Production/Manufacturing http://www.emek.com.tr/tr/

53 EMT Elektronik Mühendislik

Sanayi ve Ticaret Ltd. Şti. Production/Manufacturing http://www.emt.com.tr/ 54 ENERJİSA Elektrik Dağıtım

A.Ş. Energy/Petrochemicals https://www.enerjisa.com.tr/ 55 EOS - ENDÜSTRİYEL

OTOMOTİV SİSTEMLERİ Tasarım Mak. İma. İth. İhr. San. Tic. Ltd. Şti.

Automotive http://www.eosotomotiv.com/

56 EPSİLON Kompozit Teknoloji

ve Savunma Sanayi A.Ş. Defense http://www.epsiloncomposite.com/ 57 ERDEMİR Production/Manufacturing http://www.erdemirgrubu.com.tr/

58 ERKUNT TRAKTÖR Sanayii

A.Ş. Automotive http://www.erkunttraktor.com.tr/

59 ESEN Sistem Entegrasyon ve Mühendislik Hizmetleri Sanayi ve Ticaret Ltd. Şti.

Defense http://www.esensi.com.tr/tr/

60 EVİZA HALI - Ahs Halı Tekstil

Sanayi ve Ticaret Ltd. Şti. Textile/Apparel http://www.evizacarpet.com/ 61 FİNANSBANK A.Ş. Banking/Finance http://www.finansbank.com.tr/

62 FORD Otomotiv Sanayi A.Ş. Automotive http://www.ford.com.tr/

63 GAZİANTEP ÜNİVERSİTESİ Academia http://www.gantep.edu.tr/

64 GENPOWER Jeneratör Sanayi

ve Ticaret A.Ş. Production/Manufacturing http://www.genpower.com.tr/ 65 GFDS Global Future Designs

and Solutions A.Ş. Information Technologies/Software/Consulting http://www.gfds-inc.com/ 66 GÜRGENLER A.Ş. Production/Manufacturing http://www.gurgenler.com.tr/

67 H&M Group Textile/Apparel http://www.hm.com/

68 HALKBANK - Türkiye Halk

Bankası A.Ş. Banking/Finance https://www.halkbank.com.tr/ 69 HİDROMEK Hidrolik ve

Mekanik Makina İmalat Sanayi ve Ticaret A.Ş.

Production/Manufacturing http://www.hidromek.com.tr/

70 IAS Bilgi İşlem Danışmanlık

Sanayi ve Ticaret A.Ş. Information Technologies/Software/Consulting http://www.ias.com.tr/ 71 IBM Türk Ltd. Şti. Information

Technologies/Software/Consulting http://www.ibm.com.tr/ 72 IKEA Türkiye - Mapa Mobilya

ve Aksesuar Pazarlama A.Ş. Retailing http://www.ikea.com.tr/

73 International SOS Service https://www.internationalsos.com/

74 İNCİ Holding A.Ş. Conglomerate http://www.inciholding.com/

75 İNNOVA Bilişim Çözümleri A.Ş, Information

Technologies/Software/Consulting http://www.innova.com.tr/ 76 İSOR MOBİLYA İç ve Dış

Ticaret Ltd. Şti. Production/Manufacturing http://www.isor.com.tr/ 77 İstanbul Özel Amerikan

Hastanesi Health http://www.amerikanhastanesi.com.tr/

78 İZMİR EKONOMİ

ÜNİVERSİTESİ Academia http://www.ieu.edu.tr/

79 İŞBA ELEKTRİK Makine Sanayi Mühendislik İşletme ve Balım Ltd. Şti.

Energy/Petrochemicals http://www.isba.com.tr/

80 KARBA Otomotiv Makina

Sanayi Ticaret A.Ş. Automotive http://www.karba.com.tr/ 81 KAREL Elektronik Sanayi ve

Ticaret Ltd. Şti. Production/Manufacturing http://www.karel.com.tr/ 82 KİMO Tekstil Konfeksiyon

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83 KİPAS Holding A.Ş. Conglomerate http://www.kipas.com.tr/tr/

84 KLEEMANN Asansör Sanayi

Ticaret A.Ş. Production/Manufacturing http://www.kleemannlifts.com.tr/ 85 KNAUF A.Ş. Construction http://www.knauf.com.tr/

86 KOLİN İnşaat Turizm Sanayi ve

Ticaret A.Ş. Construction http://www.kolin.com.tr/ 87 KOROZO Ambalaj Sanayi ve

Ticaret A.Ş. Production/Manufacturing http://www.korozo.com.tr/ 88 KORUYUCU Ortak

Sağlık ve Güvenlik Birimi Tic. Ltd. Şti.

Service http://www.koruyucu.com.tr/

89 KROMA Baskı Öncesi Hazırlık

Sistemleri Tic. A.Ş. Production/Manufacturing http://www.kroma.com.tr/ 90 KROMLÜKS Mutfak Cihazları

İmalat ve Ticaret A.Ş. Production/Manufacturing http://www.kromluks.com/ 91 KSB Pompa Armatür Sanayi ve

Ticaret A.Ş. Production/Manufacturing http://www.ksb.com/ 92 KÜÇÜKPAZARLI Havacılık Ltd.

Şti. Production/Manufacturing http://www.kucukpazarli.com.tr/ 93 LABRİS NETWORKS A.Ş. Information

Technologies/Software/Consulting http://www.labrisnetworks.com/ 94 LC WAIKIKI Textile/Apparel http://corporate.lcwaikiki.com/

95 LEGACY OTTOMAN HOTEL Service http://www.legacyottomanhotel.com/

96 LENA Tarım Ürünleri Üretim Pazarlama ve Dış Ticaret Ltd. Şti.

Agriculture https://www.lenatarim.com.tr/

97 LİKOM Yazılım Hizmetleri ve

Ticaret A.Ş. Information Technologies/Software/Consulting http://www.likom.com.tr/ 98 LİNKAS Elektronik Sanayi ve

Ticaret Ltd. Şti. Production/Manufacturing http://www.linkas.com.tr/ 99 LOGO Yazılım Sanayi ve

Ticaret A.Ş. Information Technologies/Software/Consulting http://www.logo.com.tr/ 100 MAN Türkiye A.Ş. Automotive http://www.entry.man.eu/tr/

101 MARKAFONI Vipindirim Elektronik Hizmetler ve Ticaret A.Ş.

Retailing https://www.markafoni.com/

102 McDonald's Deutschland Inc. Service https://www.mcdonalds.de/

103 MERCEDES-BENZ TÜRK A.Ş. Automotive http://www.mercedes-benz.com.tr/

104 MERSAN Metal San. İnş. Dış.

Tic. Ltd. Şti. Production/Manufacturing http://www.ostim.org.tr/company/mersanmetal 105 MESS - Türkiye Metal

Sanayicileri Sendikası Non-Governmental Organization https://www.mess.org.tr/ 106 MİKES Mikrodalga Elektronik

Sistemler Sanayi ve Ticaret A.Ş.

Defense http://www.mikes.com.tr/

107 MİTAŞ Galvaniz Sanayi ve

Ticaret A.Ş. Production/Manufacturing http://www.mitasgalvanising.com/ 108 NAKSAN Plastik ve Enerji

Sanayi ve Ticaret A.Ş. Production/Manufacturing http://www.naksanplastik.com/ 109 NanoVizyon Bilişim A.Ş. Information

Technologies/Software/Consulting http://www.nanovizyon.com.tr/ 110 NEKO BANDANA - CMYK Ltd.

Şti. Retailing http://www.neckotr.com/

111 NEUMİR Ltd. Şti. Information

Technologies/Software/Consulting http://www.neumir.com 112 NUROL Makina ve Sanayi A.Ş. Production/Manufacturing http://www.nurolmakina.com.tr/

113 NURUS Ofis Mobilyaları Sanayi

Ticaret A.Ş. Production/Manufacturing http://www.nurus.com.tr/ 114 NÜVE Sanayi Malzemeleri

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115 OERLİKON Kaynak Elektrodları

ve Sanayi A.Ş. Production/Manufacturing http://www.oerlikon.com.tr/

116 ORACLE Information

Technologies/Software/Consulting http://www.oracle.com/tr/ 117 ORTA ANADOLU Ticaret ve

Sanayi İşletmesi T.A.Ş. Textile/Apparel http://www.ortaanadolu.com/ 118 ORTADOĞU RULMAN Sanayi

ve Ticaret A.Ş. Production/Manufacturing http://www.ors.com.tr/ 119 OSTİM Organize Sanayi

Bölgesi Müdürlüğü Non-Governmental Organization http://www.ostim.org.tr/ 120 ÖZ-TRANS Uluslararası

Nakliyat İnş. İth. San. Tic. Ltd. Şti.

Distribution/Logistics http://www.oztrans.com.tr/

121 Özçelikler Demir San. Tic.

Turizm Yatır. ve İşlt. A.Ş. Production/Manufacturing http://www.ozceliksteel.com/ 122 Özel Ankara Güven Hastanesi Health http://www.guven.com.tr/

123 Özel Ankara Maya Göz

Hastalıkları Merkezİ Health http://www.mayagoz.com/ 124 ÖZGENÇ Sağlık Araç Gereçleri

Tekstil İnş. Tur. Tem. San. Tic. Ltd. Şti.

Textile/Apparel http://www.ozgenc.com.tr/

125 ÖZGÜL MOBİLYA A.Ş. Production/Manufacturing http://www.ozgulkoltuk.com/

126 ÖZGÜL Mutfak Eşyaları Sanayi

ve Ticaret Ltd. Şti. Production/Manufacturing http://www.ozgulmelamin.com/ 127 ÖZGÜN Gıda Kozmetik Satış

Dağıtım A.Ş. Distribution/Logistics http://www.ozgunas.com/ 128 ÖZTİRYAKİLER Madeni Eşya

San. ve Tic. A.Ş. Production/Manufacturing http://www.oztiryakiler.com.tr/ 129 PANORA Alışveriş ve Yaşam

Merkezi Service https://www.panora.com.tr/

130 PAŞABAHÇE Cam Sanayi ve

Ticaret A.Ş. Production/Manufacturing http://www.pasabahce.com.tr/ 131 PERFETTİ VAN MELLE

TÜRKİYE Gıda Sanayi ve Ticaret A.Ş.

Production/Manufacturing http://www.perfettivanmelle.com.tr/

132 PETKİM Petrokimya Holding

A.Ş. Energy/Petrochemicals http://www.petkim.com.tr/ 133 PETRONAS Madeni Yağlar Tic.

Ltd. Şti. Energy/Petrochemicals http://www.pli-petronas.eu/tr/ 134 PFIZER Inc. (USA) Pharmaceuticals http://www.pfizer.com/

135 POWER PACKER Turkey,

Actuant Corporation Production/Manufacturing http://www.power-packer.com/ 136 PREFİ Prefabrik Yapı A.Ş. Construction http://www.prefi.com.tr/

137 PREKONS İnşaat Sanayi A.Ş. Construction http://www.prekons.com.tr/

138 RMC İnsan Kaynakları Eğitim ve Proje Danışmanlık Hizmetleri Lojis. Turz. Gıda San. ve Tic. Ltd. Şti.

Academia http://www.rmcdanismanlik.com.tr/

139 ROKETSAN A.Ş. Defense http://www.roketsan.com.tr/

140 SANİFOAM Sünger San. ve

Tic. A.Ş. Production/Manufacturing http://www.sanifoam.com.tr/ 141 SARIGÖZOĞLU Hidrolik

Makina ve Kalıp Sanayi A.Ş Production/Manufacturing http://www.sarigozoglu.com/ 142 Selex-Es Elektronik Turkey A.Ş. Defense http://www.selex-es.com.tr/

143 SF Gümrük Müşavirliği Ltd. Şti. Service http://www.sfgumruk.com.tr/

144 SGK - Sosyal Güvenlik Kurumu Hizmet Sunumu Genel

Müdürlüğü

Public http://www.sgk.gov.tr/

145 SHELL & TURCAS Petrol A.Ş. Energy/Petrochemicals http://www.shell.com.tr/

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A.Ş.

147 SIMECO Isı Ekipmanları ve

Kalıp Sanayi A.Ş. Production/Manufacturing http://www.simeco.com.tr/ 148 SOYKAN Tüketim Malzemeleri

Pazarlama Sanayi ve Ticaret A.Ş.

Retailing http://www.soykan.com.tr/

149 START ITALIANA Petrol

Chazları Sanayi Ticaret A.Ş. Production/Manufacturing http://www.startitaliana.com.tr/ 150 STM Savunma Teknolojileri

Mühendislik ve Ticaret A.Ş. Defense http://www.stm.com.tr/ 151 SÜPERPAR Otomotiv Sanayi

ve Ticaret A.Ş. Automotive http://www.superpar.net/ 152 SÜTAŞ Süt Ürünleri A.Ş Production/Manufacturing https://www.sutas.com.tr/

153 T.C. Başbakanlık Hazine

Müsteşarlığı Public http://www.hazine.gov.tr/

154 T.C. Dışişleri Bakanlığı

Konsolosluk Genel Müdürlüğü Public http://www.mfa.gov.tr/ 155 T.C. Ekonomi Bakanlığı İhracat

Genel Müdürlüğü Public http://www.ekonomi.gov.tr/ 156 T.C. Ekonomi Bakanlığı İthalat

Genel Müdürlüğü Public http://www.ekonomi.gov.tr/ 157 T.C. Maliye Bakanlığı Public http://www.maliye.gov.tr/

158 T.C. Ziraat Bankası A.Ş. Banking/Finance http://www.ziraat.com.tr/

159 TEPE PREFABRİK İnşaat

Sanayi ve Ticaret A.Ş. Construction http://www.tepeprefabrik.com.tr/ 160 TERMİKEL Madeni Eşya

Sanayi İhracat ve İthalat Ticaret A.Ş.

Production/Manufacturing http://www.termikel.com.tr/

161 THY - Türk Hava Yolları A.O. Transportation http://www.turkishairlines.com/

162 TOFAŞ Türk Otomobil

Fabrikası A.Ş. Automotive http://www.tofas.com.tr/ 163 TOSYALI Demir Çelik Sanayi

A.Ş. Production/Manufacturing http://www.tosyaliholding.com.tr/ 164 TRADESOFT A.Ş. Information

Technologies/Software/Consulting http://www.tradesoft.com.tr/ 165 TREX - Mert Yazılım Bilgisayar

Elektronik Mak. San. ve Tic. Ltd. Şti.

Information

Technologies/Software/Consulting http://www.trex.com.tr/

166 TÜBİTAK Public http://www.tubitak.gov.tr

167 TÜDEMSAŞ - Türkiye Demiryolu Makinaları Sanayii A.Ş.

Production/Manufacturing http://www.tudemsas.gov.tr/

168 TÜRK TELEKOM - Türk

Telekominikasyon A.Ş. Telecommunication http://www.turktelekom.com.tr 169 TÜRK TRAKTÖR - Türk Traktör

ve Ziraat Makineleri A.Ş. Automotive http://www.turktraktor.com.tr/ 170 TÜRKSAT Uydu Haberleşme

Kablo TV ve İşletme A.Ş. Telecommunication https://www.turksat.com.tr/ 171 TUSAŞ Havacılık ve Uzay

Sanayii A.Ş. (TAI) Defense https://www.tai.com.tr/ 172 UGL - Ünsped Global Lojistik

Tic. A.Ş. Distribution/Logistics http://www.ugl.com.tr/

173 ULUSOY ELEKTRİK A.Ş. Production/Manufacturing http://www.ulusoyelektrik.com.tr/

174 UNILEVER Sanayi ve Ticaret

Türk A.Ş. Production/Manufacturing http://www.unilever.com.tr/ 175 VAKIFBANK A.Ş. Banking/Finance http://www.vakifbank.com.tr/

176 VEPSAŞ Vangölü Elektrik

Perakende Satış A.Ş. Energy/Petrochemicals http://www.vepsas.com.tr/ 177 VMM VAROL MAKİNA Sanayi

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178 VOTEL Telekomünikasyon

Dağıtım İletişim Hizm. Ltd. Şti. Telecommunication http://www.votelksk.com/ 179 WALTER AG Production/Manufacturing http://www.walter-tools.com/

180 YAŞAR ÜNİVERSİTESİ Academia http://www.yasar.edu.tr/

181 YDS - Yakupoğlu A.Ş. Production/Manufacturing http://www.ydsshop.com/

182 YEPSAN Savunma ve

Havacılık Ticaret Sanayi A.Ş. Defense http://www.yepsanssh.com.tr/ 183 YILMAZ BORU - Yakup Yılmaz

Boru Profil Yapı Malz. İnş. Nak. San. Ve Tic. Ltd. Şti.

Production/Manufacturing http://www.yilmazboru.com/

184 YİĞİT AKÜ Malzemeleri A.Ş. Production/Manufacturing http://www.yigitaku.com/

185 YİĞİT HAZIR BETON Sanayi

ve Ticaret Ltd. Şti. Production/Manufacturing http://www.yigithazirbeton.com/ 186 YONCA Gıda Sanayi A.Ş. Production/Manufacturing http://www.yonca.com.tr/

187 ZGEMI Construction (Canada) Construction http://www.zgemi.com/

188 ZİRAAT TEKNOLOJİ A.Ş. Information

Technologies/Software/Consulting http://www.ziraatteknoloji.com/ 189 ZORLU ENERJİ Energy/Petrochemicals http://www.zoren.com.tr/

Industrial Engineering Undergraduate Program