PPT-Namatad: Inferring Occupancy From Building Sensors Using Machine Learning

Anindya Dey Xiao Ling Adnan Syed Yuewen Zheng Bob Landowski David Anderson Kim Stuart Matthew E Tolentino Intelligent Platforms amp Architecture IPA Lab University of Washington 121216. Henning Schulzrinne. FCC & Columbia University. with slides from . Harish . Viswanathan. , Alcatel-Lucent . Overview. What is M2M precisely?. What is it good for?. A taxonomy. Technical challenges for M2M. Brian Heneveld, P.E., CIH. NSLS-II BORE Coordinator. Conventional Facilities Advisory Committee Review. October 5-6, 2010. Agenda. Beneficial Occupancy Readiness Evaluation process. Pre-BORE Walk Downs. Compliance with LEED-NC. ® . 2.2 EQ 3.1 & 3.2. . . Tom Hanlon LEED AP, NEBB . Cx. SUSTAINABILITY. Meeting the needs of the present without compromising the ability of future generations to meet their own needs.. Energy Savings & Code Requirements for Your Building. Presented by: . Alyssa Weber, EIT, LEED AP. BD+C. Controls. Manager . Visual Interest. How are Lighting Controls Utilized in Your Building?. R/Finance. 20 May 2016. Rishi K Narang, Founding Principal, T2AM. What the hell are we talking about?. What the hell is machine learning?. How the hell does it relate to investing?. Why the hell am I mad at it?. David Kauchak. CS 451 – Fall 2013. Why are you here?. What is Machine Learning?. Why are you taking this course?. What topics would you like to see covered?. Machine Learning is…. Machine learning, a branch of artificial intelligence, concerns the construction and study of systems that can learn from data.. Lighting, Controls and Energy Savings. Visible Light. Visible Light. Subtractive color . mixing. Paint . or Ink. Additive color . mixing. LIGHT!. Light Source Technology. Did you know? Sunlight . has all colors of the rainbow and appears . CS539. Prof. Carolina Ruiz. Department of Computer Science . (CS). & Bioinformatics and Computational Biology (BCB) Program. & Data Science (DS) Program. WPI. Most figures and images in this presentation were obtained from Google Images. Samudra Kanankearachchi. Senior Software . Architect @. 99XTechnology. Data Science Specialist . Why . LizardUI. ?. (Research Problem). Software Aging vs . Adaptivity. . Accumulation of feature with aging. Room-Level Zoning . of a Centralized HVAC System. Tamim Sookoor and . Kamin. Whitehouse. April 11, 2013. 4. th. International Conference on Cyber-Physical Systems (ICCPS). 2. US Residential Energy Use*. Power Packs. Introduction to Sensors. An occupancy sensor is a control device that detects occupancy and turns lighting (or other equipment) on or off automatically. . Occupancy . sensors continue to rank among the most popular component for lighting control solutions on the market today. Lighting, Controls and Energy Savings. Visible Light. Visible Light. Subtractive color . mixing. Paint . or Ink. Additive color . mixing. LIGHT!. Light Source Technology. Did you know? Sunlight . has all colors of the rainbow and appears . Liang . Cai. and . Hao. Chen. UC Davis. Security Problems on . Smartphones. Old problems. Malware. Software bugs. Information leak. …. New problems. How can attackers exploit sensors?. Sensors on . The Benefits of Reading Books,Most people read to read and the benefits of reading are surplus. But what are the benefits of reading. Keep reading to find out how reading will help you and may even add years to your life!.The Benefits of Reading Books,What are the benefits of reading you ask? Down below we have listed some of the most common benefits and ones that you will definitely enjoy along with the new adventures provided by the novel you choose to read.,Exercise the Brain by Reading .When you read, your brain gets a workout. You have to remember the various characters, settings, plots and retain that information throughout the book. Your brain is doing a lot of work and you don’t even realize it. Which makes it the perfect exercise!