Kadir Amasyali

According to our database, Kadir Amasyali authored at least 15 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings.

Kadir Amasyali, Yan Liu, Helia Zandi

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2024

2023

Deep Reinforcement Learning based HVAC Control for Reducing Carbon Footprint of Buildings.

Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

Reinforcement-learning-based Smart Water Heater Control: An Actual Deployment.

Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

Anomaly detection for MPC forecast in Fleet of Water Heaters.

Viswadeep Lebakula, Eve Tsybina, Kadir Amasyali, Justin M. Hill, Jeffrey Munk, Helia Zandi

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

A Data-Driven, Distributed Game-Theoretic Transactional Control Approach for Hierarchical Demand Response.

Kadir Amasyali, Yang Chen, Mohammed M. Olama

IEEE Access, 2022

Deep reinforcement learning with online data augmentation to improve sample efficiency for intelligent HVAC control.

Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Hierarchical Transactive Control of Flexible Building Loads Under Distribution LMP.

Byungkwon Park, Kadir Amasyali, Yang Chen, Mohammed M. Olama

Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

Hierarchical Model-Free Transactive Control of Residential Building Loads: An Actual Deployment.

Kadir Amasyali, Christopher Winstead, Yang Chen, Jeffrey Munk, Mohammed M. Olama, Justin M. Hill

Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

2021

Comparative analysis of model-free and model-based HVAC control for residential demand response.

Kuldeep R. Kurte, Kadir Amasyali, Jeffrey Munk, Helia Zandi

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Double Deep Q-Networks for Optimizing Electricity Cost of a Water Heater.

Kadir Amasyali, Kuldeep R. Kurte, Helia Zandi, Jeffrey Munk, Olivera Kotevska, Robert W. Smith

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

Gaussian Process Regression for Aggregate Baseline Load Forecasting.

Kadir Amasyali, Mohammed M. Olama

Proceedings of the Annual Modeling and Simulation Conference, 2021

2020

Hierarchical Model-Free Transactional Control of Building Loads to Support Grid Services.

Kadir Amasyali, Yang Chen, Bhagyashri Telsang, Mohammed M. Olama, Seddik M. Djouadi

IEEE Access, 2020

Genetic Algorithm for Demand Response: A Stackelberg Game Approach.

Kadir Amasyali, Mohammed M. Olama, Yang Chen

Proceedings of the Spring Simulation Conference, 2020

A Machine Learning-based Approach to Predict the Aggregate Flexibility of HVAC Systems.

Kadir Amasyali, Mohammed M. Olama, Aniruddha Perumalla

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Methodology for Interpretable Reinforcement Learning Model for HVAC Energy Control.

Olivera Kotevska, Jeffrey Munk, Kuldeep R. Kurte, Yan Du, Kadir Amasyali, Robert W. Smith, Helia Zandi

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020