No

Name Surname

Program

Advisor

Topic/Title

Sustainable Development Goals

1

K.N.Ş

PHD/INTEGRATED

Asst. Prof. Muhammed SÜTÇÜ

Energy Systems Management

Goal 7 (Affordable and Clean Energy)

Goal 11 (Sustainable Cities and Communities)

2

Y.G.D

PHD

Assoc. Prof.  Ramazan ÜNLÜ

Security and improvement of critical infrastructures

Goal 7 (Affordable and Clean Energy)
Goal 11 (Sustainable Cities and Communities)

3

A.Y.

PHD

Assoc. Prof.  Ramazan ÜNLÜ

Using machine learning methods in energy consumption forecasting - Using machine learning methods in energy consumption forecasting

Goal 7 (Affordable and Clean Energy)
Goal 8 (Decent Work and Economic Growth)
Goal 9 (Industry, Innovation, and Infrastructure)
Goal 11 (Sustainable Cities and Communities)
Goal 12 (Responsible Consumption and Production)

4

S.K

PHD/INTEGRATED

Assoc. Prof.  Ramazan ÜNLÜ

Class overlap problem - Class overlap challenges and solutions in machine learning models

Goal 4 (Quality Education)

5

H.D.

MASTER

Assoc. Prof.  Ramazan ÜNLÜ

Forecasting with machine learning in renewable energy systems

Goal 4 (Quality Education)

6

M.A.

MASTER

Asst. Prof. Betül ÇOBAN

Job order assignment/planning model for production line optimization

Goal 4 (Quality Education)

Goal 9 (Industry, Innovation, and Infrastructure)

Goal 11 (Sustainable Cities and Communities)

7

F.B.K.

MASTER

Asst. Prof. Rukiye KAYA

Ergonomics optimization in quilt production

Goal 3 (Good Health and Well-being)

Goal 9 (Industry, Innovation, and Infrastructure)

8

H.B.G.

PHD/INTEGRATED

Assoc. Prof.  Ramazan ÜNLÜ

Design of sustainable supply chains - Machine learning-supported lateral transfer: A sustainable solution for circular supply chains

Goal 9 (Industry, Innovation, and Infrastructure)
Goal 12 (Responsible Consumption and Production)

9

S.G.

MASTER

Assoc. Prof.  Ramazan ÜNLÜ

Financial risk analysis with machine learning methods

Goal 8 (Decent Work and Economic Growth)
Goal 9 (Industry, Innovation, and Infrastructure)
Goal 10 (Reduced Inequalities)

10

İ.T.G PHD Assoc. Prof.  Ramazan ÜNLÜ Energy systems and artificial intelligence - Applications of AI in energy systems

Goal 7 (Affordable and Clean Energy)
Goal 11 (Sustainable Cities and Communities)
Goal 13 (Climate Action)

11

İ.Ö. PHD/INTEGRATED Assoc. Prof.  Ramazan ÜNLÜ Decision-making problem to allocate resources effectively for strengthening sensitive structures in transportation networks in case of an earthquake in Istanbul - Optimization of mitigation measures to enhance intervention operation efficiency