Search Results - "Kampezidou, Styliani I."

Effect of the Ground Albedo on the Estimation of Solar Radiation on Tilted Flat-Plate Surfaces: The Case of Saudi Arabia by Farahat, Ashraf, Kambezidis, Harry D., Kampezidou, Styliani I.

“…This work investigates the influence of ground albedo on the solar radiation obtained by surfaces mounted on fixed-tilt-to-south, one-axis, and two-axis…”
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Mathematical Determination of the Upper and Lower Limits of the Diffuse Fraction at Any Site by Kambezidis, Harry D., Kampezidou, Styliani I., Kampezidou, Dimitra

“…A mathematical method for accurately determining the upper and lower diffuse-fraction (kd) limits that divide the sky into clear, intermediate, and overcast is…”
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Fundamental Components and Principles of Supervised Machine Learning Workflows with Numerical and Categorical Data by Kampezidou, Styliani I., Tikayat Ray, Archana, Bhat, Anirudh Prabhakara, Pinon Fischer, Olivia J., Mavris, Dimitri N.

“…This paper offers a comprehensive examination of the process involved in developing and automating supervised end-to-end machine learning workflows for…”
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Real-time occupancy detection with physics-informed pattern-recognition machines based on limited CO2 and temperature sensors by Kampezidou, Styliani I., Ray, Archana Tikayat, Duncan, Scott, Balchanos, Michael G., Mavris, Dimitri N.

“…An indoor occupancy estimator is proposed for the purpose of identifying the room’s binary occupancy state based on limited carbon dioxide (CO2) and…”
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Online Adaptive Learning in Energy Trading Stackelberg Games with Time-Coupling Constraints by Kampezidou, Styliani I., Romberg, Justin, Vamvoudakis, Kyriakos G., Mavris, Dimitri N.

“…An energy trading mechanism is proposed between a selfish energy broker (aggregator) and her selfish energy customers (prosumers). The proposed design is a…”
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Multi-level aircraft feature representation and selection for aviation environmental impact analysis by Gao, Zhenyu, Kampezidou, Styliani I., Behere, Ameya, Puranik, Tejas G., Rajaram, Dushhyanth, Mavris, Dimitri N.

“…A wholesome understanding of aviation’s environmental impacts is indispensable to the realization of a sustainable future of aviation. An accurate assessment…”
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The economic effect of storage in systems with high penetration of renewable sources by Kampezidou, Styliani I., Polymeneas, Evangelos, Meliopoulos, Sakis

“…Power system operational and economic challenges are raised from increasing penetration of variable energy sources. Reliable operation of transmission and…”
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Decentralized and Privacy-Preserving Learning of Approximate Stackelberg Solutions in Energy Trading Games With Demand Response Aggregators by Kampezidou, Styliani I., Romberg, Justin, Vamvoudakis, Kyriakos G., Mavris, Dimitri N.

“…In the pathway to 2030 electricity generation decarbonization and 2050 net-zero economies, scalable integration of distributed load can support environmental…”
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Distribution transformers short-term load forecasting models by Kampezidou, Styliani I., Grijalva, Santiago

“…The increasing penetration of variable energy sources, plug-in electric vehicles (PEV) and storage in the distribution system generates the need for load…”
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Decentralized and Privacy-Preserving Learning of Approximate Stackelberg Solutions in Energy Trading Games with Demand Response Aggregators by Kampezidou, Styliani I, Romberg, Justin, Vamvoudakis, Kyriakos G, Mavris, Dimitri N

“…In this work, a novel Stackelberg game theoretic framework is proposed for trading energy bidirectionally between the demand-response (DR) aggregator and the…”
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