Lean Energy Buildings: Applications of Machine Learning, Optimal Central Chilled-Water Systems, and Hybrid Solar-Ground Source Heat Pump Systems

Chiasson, Andrew D.; Kissock, J. Kelly; Selvacanabady, Abinesh

doi:10.1007/978-3-030-05636-0_4

Cited by 4 publications

(2 citation statements)

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“…To protect the cells from mechanical damage and atmospheric impacts, they are mounted on a solid foundation and protected by glass from above. When in operation, solar panels do not make noise and do not contain harmful chemicals [13]. The first solar cell was based on selenium (Se), but the low efficiency (less than 1%), the rapid aging and high chemical activity of selenium solar cells forced them to look for other, cheaper, and more efficient materials [14].…”

Section: Literature Reviewmentioning

confidence: 99%

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Deep Learning-Based Smart Hybrid Solar Water Heater Erection Model to Extract Maximum Energy

Bharathi

Sripriya

Muthuraj³

et al. 2022

International Journal of Photoenergy

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Currently, we are trying to get electricity in alternative ways. Many solar powered water heaters have come up to use water heaters. However, these tools are not 100 percent fully effective. The device we have manufactured is an automatic device that runs in the direction of sunlight. The device runs automatically in the morning facing east and in the evening facing west. In this instrument, the defective one-inch tube lamp and the three-quarter-inch tube lamp are put together and connected in series. In this paper, a smart deep learning model was proposed to improve the performance of the solar water heater. The gap between the tube lights is filled with methane gas, and the tube inside is filled with water. The water thus filled is heated by sunlight. Methane gas acts as a fast conductor of solar heat. An electronic control device is placed to determine the temperature of the hot water and to expel the hot water. This device can heat at least 10 liters of water in 15 minutes. Increasing the number of incandescent tube lights can heat up a large amount of water when this device is set up, or it can be designed by replacing tube lights with a series of large glass tubes using the same technology. This tool can be manufactured at low cost so that people from all walks of life can use it.

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Section: Literature Reviewmentioning

confidence: 99%

“…When researchers further researched this, they studied the release of antimony at different temperatures [11,12]. At the same time, the cost of developing and installing a water heater is low [13]. Inventors across the country have long used various installations to heat water.…”

Section: Introductionmentioning

confidence: 99%