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Deep learning is the new buzz-term in the tech world, defining a new level of machine learning that has captured the imaginations and pockets of some of the world’s biggest digital companies. In the smart building and smart city sectors, deep learning is fostering the evolution of smarter sensors and reducing the overwhelming demands created by centralised big data. While the concept is not entirely new, recent activity in the market suggests that deep learning may represent a turning point in the machine intelligence story. “Pattern recognition” is considered by many to be the birth of “smart” programming and was a term popular in the 70s and 80s. The emphasis was on getting a computer program to do something smart like recognise characters. In the 90’s came “Machine Learning”, which used algorithms to replace experts with data. With machine learning the emphasis was on the computer program (or machine) to do some learning after it […]
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Several smart building startups will trial energy efficiency, HVAC optimization, and energy storage technology across Amazon fulfillment centers and warehouses in Europe after winning funding in this year’s Amazon Sustainability Accelerator (ASA). The 2024 ClimateTech Pilot Challenge has welcomed startups that have moved beyond prototype testing and are working towards generating initial revenue and growing […]
This Research Note examines what’s behind the acquisition of Danfoss Fire Safety A/S by Siemens Smart Infrastructure announced on 8th October 2024. We review the transaction details, the strategic rationale, the SEM-SAFE fire protection system, and deployments before assessing how this acquisition fits into Siemens fire safety portfolio. Transaction Details Siemens Smart Infrastructure has agreed […]
In today’s complex commercial real estate landscape, energy management has become a critical focus for asset managers, property managers, and facilities managers. As urbanization accelerates, energy demand grows, and the energy market becomes more volatile, optimizing energy use is no longer just about lowering costs, it has become a key factor in achieving sustainability, resource […]
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