미국대학원_과제_스마트 IoT 온도계 애널리틱스, 빅데이터 적용사례 연구조사_Columbia Univ_IoT Analytics Case_Smart Thermostats

소개

"미국대학원_과제_스마트 IoT 온도계 애널리틱스, 빅데이터 적용사례 연구조사_Columbia Univ_IoT Analytics Case_Smart Thermostats"에 대한 내용입니다.

목차

1. Overview
a. The Introduction About the Smart Thermostat
b. The Objectives of the IoT Solution
c. Overview about IoT Analytics Requirements

2. Key Components of the IoT Analytics Design
a. Sensors
i. Passive Infrared Motion Sensors
ii. Temperature Sensors
iii. Others
b. Communication Protocols
c. Cloud
d. Data
e. Analytics
i. Supervised Learning: Time Series Forecasting
ii. Supervised Learning: Anomaly Detection
iii. Descriptive Analytics

3. Key Component of the IoT Application Design
a. Application Interface
b. Feedback Loop

4. References

본문내용

The Introduction about the Smart Thermostat
Different from the traditional programmable thermostat, which required users to adjust the temperature and shift the mode manually, a smart thermostat is a device equipped with sensors and the internet connections that control a home’s HVAC system (heating, ventilation, and air-conditioning unit) in an automatic way. Smart thermostat could help users remotely control temperature using smartphones, and importantly, it could be supported by IoT analytics that dynamically integrates and analyzes data collected from sensors, panels and users to achieve further functional objectives to satisfy users.

The Objectives of the IoT Solution
By leveraging IoT analytics on the top of smart thermostat, efficiency in terms of energy could be achieved. For example, through collecting data from sensors, users and panels, professionals could apply data analytics to identify the most efficient routine to set up a given home’s temperature to minimize energy waste.

참고자료

· "News: Microsoft to Push Cloud to Edge." Glaze. N.p., n.d. Web. 17 Dec. 2018.
· Smart thermostat. (2018, December 15). Retrieved from https://en.wikipedia.org/wiki/Smart_thermostat#Sensor
· Aziot HOME. A digital platform to transform living environment. (n.d.). Retrieved from http://www.softengi.com/en/projects/aziot-home-a-digital-platform-to-transform-living-environment/
· How does it look? - Design for IoT Applications. (n.d.). Retrieved from http://www.softengi.com/en/news-blog/how-does-it-look-design-for-iot-applications-4/
· What is hybrid cloud? - Definition from WhatIs.com. (n.d.). Retrieved from https://searchcloudcomputing.techtarget.com/definition/hybrid-cloud
· Folk, Emily. “Smart Thermostats vs. Programmable Thermostats: Which Option Is Right For You?” Www.proudgreenhome.com, 22 Mar. 2018, www.proudgreenhome.com/news/smart-thermostats-vs-programmable-thermostats-which-option-is-right-for-you/.
· Miller,Alexi; Perussi,Matei; Visser, Michael; Rekkas, Alexandra; Aiona, Jessica; Korn, Dave; “Wifi Programmable Controllable Thermostat Pilot Program Evaluation”,September,2012. Retrieved from http://ma-eeac.org/wordpress/wp-content/uploads/Wi-Fi-Programmable-Controllable-Thermostat-Pilot-Program-Evaluation_Part-of-the-Massachusetts-2011-Residential-Retrofit-Low-Income-Program-Area-Study.pdf
· Meier, Alan; Aragon, Cecilla; “How People Actually Use Thermostats”, 2010. Retrieved from https://aceee.org/files/proceedings/2010/data/papers/1963.pdf