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Semiha Ergan

Assistant Professor

    20022020

    Research output per year

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    Research Output

    Towards optimal control of air handling units using deep reinforcement learning and recurrent neural network

    Zou, Z., Yu, X. & Ergan, S., Jan 15 2020, In : Building and Environment. 168, 106535.

    Research output: Contribution to journalArticle

  • A data-driven approach to extract operational signatures of HVAC systems and analyze impact on electricity consumption

    Yu, X., Ergan, S. & Dedemen, G., Nov 1 2019, In : Applied Energy. 253, 113497.

    Research output: Contribution to journalArticle

  • A model-based and RFID integrated approach to streamline component information flow in construction projects

    Ergan, S., Caner Akcay, E. & Ergen, E., Jan 1 2019, EG-ICE 2010 - 17th International Workshop on Intelligent Computing in Engineering. Tizani, W. (ed.). Nottingham, (EG-ICE 2010 - 17th International Workshop on Intelligent Computing in Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Identification of Principal Factors in Determining Building Peak Energy Shaving Capacities during Demand Response Events

    Yu, X. & Ergan, S., Jan 1 2019, Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Wang, C., Cho, Y. K., Leite, F. & Behzadan, A. (eds.). American Society of Civil Engineers (ASCE), p. 547-554 8 p. (Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Integrating Biometric Sensors, VR, and Machine Learning to Classify EEG Signals in Alternative Architecture Designs

    Zou, Z., Yu, X. & Ergan, S., Jan 1 2019, Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Wang, C., Cho, Y. K., Leite, F. & Behzadan, A. (eds.). American Society of Civil Engineers (ASCE), p. 169-176 8 p. (Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution