Zobrazeno 1 - 10
of 60
pro vyhledávání: '"Jeffrey D Munk"'
Publikováno v:
IEEE Journal of Emerging and Selected Topics in Industrial Electronics. 3:57-68
Publikováno v:
Advances in Civil Engineering, Vol 2018 (2018)
The energy performance of a variable refrigerant flow (VRF) system was evaluated using an occupancy-emulated research building in the southeastern region of the United States. Full- and part-load performance of the VRF system in heating and cooling s
Externí odkaz:
https://doaj.org/article/2641f52b1f944cddb22291576392e4a8
Autor:
Jin Dong, Mohammed M. Olama, Yaosuo Xue, Helia Zandi, Xiao Kou, Jeffrey D Munk, Michael Starke, Fangxing Li
Publikováno v:
IEEE Transactions on Smart Grid. 11:4871-4882
For effective engagement of residential demand-side resources and to ensure efficient operation of distribution networks, we must overcome the challenges of controlling and coordinating residential components and devices at scale. In this paper, we p
Publikováno v:
International Journal of Smart Grid and Clean Energy. :485-494
Publikováno v:
BuildSys@SenSys
In this paper, we present a comparative analysis of model-free reinforcement learning (RL) and model predictive control (MPC) approaches for intelligent control of heating, ventilation, and air-conditioning (HVAC). Deep-Q-network (DQN) is used as a c
Autor:
Bo Shen, Xiaobing Liu, Jian Sun, Kashif Nawaz, Brian A. Fricke, Kyle R. Gluesenkamp, Mingkan Zhang, Jeffrey D Munk
Publikováno v:
International Communications in Heat and Mass Transfer
A key issue with the distribution of vaccines to prevent COVID-19 is the temperature level required during transport, storage, and distribution. Typical refrigerated transport containers can provide a temperature-controlled environment down to −30
Publikováno v:
Buildings, Vol 11, Iss 548, p 548 (2021)
Buildings; Volume 11; Issue 11; Pages: 548
Buildings; Volume 11; Issue 11; Pages: 548
Electric water heaters represent 14% of the electricity consumption in residential buildings. An average household in the United States (U.S.) spends about USD 400–600 (0.45 ¢/L–0.68 ¢/L) on water heating every year. In this context, water heat
Publikováno v:
Applied Energy. 236:101-116
Within the residential building sector, the air-conditioning (AC) load is the main target for peak load shifting and reduction since it is the largest contributor to peak demand. By leveraging its power flexibility, residential AC is a good candidate