IOT NEWS

Industrial IoT News

Industrial IoT Home

Dell and Toshiba Develop Smart Building IoT App Through IIC Deep Learning Testbed

By Ken Briodagh
December 03, 2018

The Industrial Internet Consortium (IIC) recently announced results for the Deep Learning Facility Testbed. Participants Dell EMC and Toshiba developed an application to explore deep learning through neural networks within an IoT platform to optimize asset utilization in an office building.

The Deep Learning Facility Testbed, located in a Toshiba facility in Kawasaki, Japan, analyzes 35,000 measured data points per minute, working to optimize the maintenance of monitored assets of the building. With this amount of data collected, the testbed relies on artificial intelligence to detect anomalies in order to improve the visitor experience with things like prioritized elevator scheduling and automated temperature and lighting controls.

The structure of buildings varies and it’s very costly to design an anomaly detection system to fit the building. The testbed application learns what a normal condition would be using data aggregated from many sensors installed in the facility. The team has been able to use the data to determine an unusual condition, locate the suspected device and let staff check if the inference is correct. For example, the testbed detected the unusual state of the air conditioning equipment in the kitchen, and building facility management staff found out that the air intake ducts in the kitchen had been closed to avoid odor by kitchen staff.

“IoT is an important enabler for energy efficiency, but a large building complex requires thousands of sensors to track ambient conditions, traffic flow and occupancy,” said Ken Hatano, Chief Specialist in Deep Learning, Technology Department of Software and AI Technology Center, Toshiba Digital Solutions Corporation. “Buildings also have HVACs, fans, lights and elevators that consume energy. Monitoring all of these sensors and assets is no small task.”

“The deployment of an IoT system for a smart building will maximize the value of big data collection through deep learning analytics,” said Dr. Said Tabet, IIC Deep Learning Testbed lead, and Lead Technologist for IoT Strategy, Dell EMC. “A smart building will improve operational efficiency, reduce maintenance costs and maximize the use of assets.”


The IoT Evolution Expo, and collocated events, IoT Evolution Health, LPWAN Expo, The Smart City Event, and IIoT Conference, will take place Jan. 29 to Feb 1 in Ft. Lauderdale, Florida. Visit IoTEvolutionExpo.com to register now.

Edited by Ken Briodagh

Editorial Director

SHARE THIS ARTICLE
Related Articles

Lidija Sekaric On Distributed Energy Solutions as part of Smart Infrastructure

By: Shrey Fadia    5/17/2019

Recently, the The National League of Cities and National Association of Counties invited Lidija Sekaric of Siemens to talk about connected, smart ener…

Read More

Siemens USA on a roll with an aim to improve digital Infrastructure

By: Shrey Fadia    5/17/2019

With Infrastructure Week 2019 in full swing, Siemens USA CEO Barbara Humpton wants to see the United States get a high-tech infrastructure upgrade.

Read More

IoT Time Podcast S.4 Ep. 19 Schneider Electric

By: Ken Briodagh    5/14/2019

In this episode of IoT Time Podcast, Ken Briodagh sits down with Cyril Perducat, EVP IoT & Digital Offers at Schneider Electric, to talk about the Sch…

Read More

Digi's First Malaysian Telco Gets OSHA-Certified

By: Chrissie Cluney    5/14/2019

Digi Telecommunications Sdn Bhd (Digi)'s commitment is to create a safe and sustainable workplace for all of its employees.

Read More

The Impact of Industrial IoT on Manufacturing OEMs

By: Special Guest    5/14/2019

A recent study by Emory University and Presenso sought to understand the perspective of plant-level employees on the topic of Industry 4.0.

Read More