Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Fingerprint
Dive into the research topics where Aysegül Kahraman is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
DNN-Based EV Scheduling Learning for Transactive Control Framework
Kahraman, A. & Yang, G., 2024, Microgrids: Theory and Practice. Zhang, P. (ed.). John Wiley & Sons Ltd, p. 387-399Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Education › peer-review
-
Deployment of forecasting tools in diverse demonstration areas to improve energy scheduling of microgrids
Turk, A., Kahraman, A., Yang, G., Sideratos, G., Paspatis, A., Kotsampopoulos, P., Shahare, K., Mitra, A. & Naware, D., 2023, Proceedings 27th International Conference on Electricity Distribution (CIRED 2023). Institution of Engineering and Technology, Vol. 2023. p. 2170-2174 5 p. (IET Conference Publications).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile70 Downloads (Pure) -
Comparison of the Effect of Regularization Techniques and Lookback Window Length on Deep Learning Models in Short Term Load Forecasting
Kahraman, A., Hou, P., Yang, G. & Yang, Z., 2022, Proceedings of 2021 International Top-Level Forum on Engineering Science and Technology Development Strategy. Springer, p. 655-669 (Lecture Notes in Electrical Engineering, Vol. 816).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
File252 Downloads (Pure) -
Home Energy Management System based on Deep Reinforcement Learning Algorithms
Kahraman, A. & Yang, G., 2022, Proceedings of 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe). IEEE, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile325 Downloads (Pure) -
Wind Power Forecasting Using LSTM Incorporating Fourier Transformation based Denoising Technique
Kahraman, A., Yang, G. & Hou, P., 2021, Proceedings of Wind Integration Workshop 2021. 5 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile183 Downloads (Pure)
Projects
- 1 Finished
-
Unlocking the flexibility of multi-energy system using artificial intelligance approaches
Kahraman, A. (PhD Student), Yang, G. (Main Supervisor), Feng, W. (Supervisor), Hou, P. (Supervisor), Meng, X. (Supervisor), Yang, Z. (Supervisor), Ernst, D. (Examiner) & Mancarella, P. (Examiner)
01/12/2020 → 29/02/2024
Project: PhD