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Semiha Ergan

Assistant Professor

    20022020
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    Fingerprint Weighted list of dominant concepts in the researcher's publications (titles and abstracts).

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    Research Output 2002 2020

    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

    Recurrent neural networks
    Reinforcement learning
    reinforcement
    neural network
    learning

    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

    air conditioning
    Air conditioning
    Electricity
    heating
    Heating

    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

    Radio frequency identification (RFID)
    Industry
    Inspection
    Availability
    Steel

    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

    Electricity
    Testbeds

    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

    Biometrics
    Virtual reality
    Learning systems
    Sensors
    Architectural design