29 citations
4 papers
A New Approach for ARMA Pole Estimation Using Higher-Order Crossings
Timothy I. Salsbury, Ashish Singhal
The paper describes a new method for estimating the poles of an ARMA model using higher-order crossings. The method involves transforming counts of crossing events into estimates o…
Semantic Technologies in Practical Demand Response: An Informational Requirement-based Roadmap
Ozan Baris Mulayim, Anand Krishnan Prakash, Yuvraj Agarwal +5
The transition to a modern and efficient future grid relies on the seamless coordination of distributed energy resources and applications such as Demand Response (DR). While this t…
BIM-to-BRICK: Using graph modeling for IoT/BMS and spatial semantic data interoperability within digital data models of buildings
Filippo Vittori, Chuan Fu Tan, Anna Laura Pisello +2
The holistic management of a building requires data from heterogeneous sources such as building management systems (BMS), Internet-of-Things (IoT) sensor networks, and building inf…
Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings
Zhanhong Jiang, Young M. Lee
Thermal dynamics modeling has been a critical issue in building heating, ventilation, and air-conditioning (HVAC) systems, which can significantly affect the control and maintenanc…