Simulation and Statistics Laboratory


Simulation and Statistics Laboratory is a general purpose computer laboratory that contains essential software packages used in the field of industrial and systems engineering. These software packages are used in courses and research projects to study the following topics:

  • modeling and simulation of discrete event systems and dynamic systems
  • statistics
  • linear and nonlinear optimization
  • planning
  • modeling and design of complex systems


matlab1MATLAB is a general-purpose software that is used in many different fields for scientific computations.


arenaArena is a very popular simulation program used for the simulation of complex systems. Our students perform input/output analysis, process analysis and resource-cost analysis of complex systems via Arena. By the help of various modules of Arena, our students produce solutions for problems encountered in the industry. In addition, Arena software allows users to optimize and animate proposed scenarios. Students are required to make a project with Arena in SYE 344 Simulation Modeling course.


stellaStella is software that can be used for graphical modeling, simulation and analysis of complex systems described by nonlinear time-varying differential equations. Stella allows researchers to study subjects such as: effects of climate change on an ecosystem; Hamlet’s fate in case he would kill Claudius, how oil prices respond to the imbalances in supply / demand, analyzing effects of absence of ozone layer over earth; analyzing effects of macroeconomic principles on income and consumption.

IBM-ILOG Inventory

ilogIBM ILOG Inventory and Product Flow Analyst provides inventory management that is one of the most important aspects of supply chains of companies.

IBM-ILOG Transportation

ilog1IBM ILOG Transportation Analyst is an advanced software that is used for analysis and design of complex logistic systems.


cplexCPLEX is a flexible and high performance sotware that includes solvers for linear programming, mixed integer programming, quadratic programming and constrained quadratic programming problems.


minitabMinitab is a probability and statistics package. The program includes many fundamental statistical tools such as descriptive statistics, normality tests, hypothesis tests, etc. Furthermore, the program can perform analysis such as quality control, forecasting, etc.


sim30 desktop computers.

Computer Integrated Manufacturing Laboratory


Today, manufacturing in industry is havily based on automation systems composed of machines and computers. In the Computer Integrated Manufacturing Laboratory, there is a small model of such a manufacturing system used in modern factories. This system consists of a combination of conveyor band, robot arms, a CNC machinery, a quality and control unity, and an Automatic Storage-Retrival systems all of which is totally controlled by a computer system. The students can work for their research and/or course studies by writting programs for different manufacturing scenarios.

Cosimir Educational

cosimir_eduWith Cosimir Educational students can model and simulate different types of robots in complex 3D environment and can write programs for controlling them. This environment allows testing different scenarios in simulation environment before deploying the control algorithms to real robots.

Cosimir Control

cosimir_controlUsing Cosimir Control software package students can write programs for manufacturing different types of products in the real system.

Storage and Assembling Units

cim_uretimA 6DOF robot manipulator is used for assembling parts. The automatic storage-retrieval system is composed of a storage unit with 40 shelves and a telescopic robot for transportation of materials.

CNC Machinery Unit

cim_cncCNC machinery unit is composed of a CNC machinery that processes cylindrical parts and a 5 DOF robot arm that carries these parts between the CNC unit and the conveyor belt. Besides, there is a laser meter to test the outer diameter of the processed parts.

Quality Control Unit

cim_cncQuality control unit tests the inner diameter of the plates.


cim_bilgisayarThere are 16 computers in the laboratory. These computers are used to teach the robot programming languages with simulations and to develop software for controlling the production system.

Control and Automation Laboratory


Control and Automation Laboratory is used for modeling analysis and design of control and automation systems. Available experimental setups let students to gain hands on experience on control systems encountered in practice and let them develop feedback controller for such systems. This laboratory is used in undergraduate courses as well as in graduate level courses and research studies.

Magnetic Levitation System

kontrol1iIn this system a metal object such as ball is suspended in the air by means of electromagnetic forces. As a result the friction is eliminated almost entirely which minimizes and energy losses and allows achieving very high speed in systems based on this principle. Examples of such systems are high speed MAGLEV trains and bearingless motors.

Inverted Pendulum Sysyem

kontrol2iInverted pendulum is composed of a cart that can move horizontally and a pendulum attached to it which can swing freely. The goal is to stabilize the pendulum in upright position by horizontal movements of the car which is controlled by a computer. Missiles and Ginger produced by SAGWAY are examples of real applications based on this principle.

Servo Control System

kontrol3iThis system is used for studying speed and position servo control problems. Such problems are encountered in practical applications ranging from drive by wire systems in automobiles to robotics.

Process Control Unit

kontrol4iThis experiment setup is a multi-purpose system which contains temperature, liquid level, flow and pressure control units. In practice such systems find application in modern factories using chemical processes for production of materials such as drug, food, etc.


matlab1MATLAB is ageneral-purpose software that is used in many different fields for scientific computations including analysis and control of dynamic systems.


There are 11 desktop computers in the laboratory.