Smart Buildings

The Future Impact of Machine Learning & Predictive Analysis on Building Energy Management

Continuing our series of articles on Innovation we recently talked to Mike Zimmerman, Founder of BuildingIQ, about the approaching 3rd Step change in Building Energy Management (BEMS) technology. The 1st step change in BEMS technology was of course the move to DDC controls. Since then we have seen a 2nd wave of innovation in analytics; where companies have started to extract useful data using open protocols and analyze it to help report on performance or identify operating issues. But the limitation of this approach is that it only provides a static “point in time” view of the building. It isn’t continuous or predictive. Additionally, any issues identified still require human intervention to address. The 3rd wave of innovation will take this analysis concept even further to “optimization”. It will be about real-time adaptive control of operations. Basically creating a learning system using predictive analysis algorithms, machine learning and Big Data. The system will combine an […]

Stay ahead of the pack

with the latest independent smart building research and thought leadership.

Have an account? Login

Subscribe Now from just $400 per year per user for Access to Quality Independent Smart Building Research & Analysis!

What Exactly Do you Get?

  • Access to Website Articles and Notes. Unlimited Access to the Library of over 2000 Articles Spanning 10 Years.
  • 10% discount on ALL Memoori Research reports for Subscribers!
  • Industry-leading Analysis Every Week, Direct to your Inbox.
  • AND Cancel at any time
Subscribe Now

Most Popular Articles

MRI Software IPO Sale 2025
Smart Buildings

MRI Software: Exploring the 2025 IPO & Sale Options

This Research Note examines a report from Reuters that MRI Software is to be listed in an IPO or sold. We explore the development of the business over the last 10 years, since it was acquired by private equity owners, highlight their software acquisitions for commercial real estate applications addressing integrated workplace management, tenant experience […]

SmartVatten 2025
Smart Buildings

Smartvatten Strengthens European Position with 2025 LeakLook Acquisition

This Research Note examines Smartvatten, a Finnish specialist in water efficiency technology and expertise in Northern Europe. It updates our previous article in March 2024, covering Smartvatten’s solutions, key developments in 2024, sustainability partnerships and the September 2025 acquisition of LeakLook, a Finnish specialist in IoT-driven water monitoring for real estate. Smartvatten Profile Established in […]

Subscribe to the Newsletter & get all our Articles & Research Delivered Straight to your Inbox.