Skip to content
  • Looking for Parts? Visit Trane Supply
  • Education Plattform

Select Your Language

Selecting a language changes the language and content on the Trane site.

  • United States English
  • Canada English
  • Argentina Spanish
  • Mexico Spanish
  • Brazil Portuguese Spanish
  • Aruba English
  • Bahamas English
  • Belize English
  • Bermuda English
  • Bolivia Spanish
  • Bonaire English
  • Cayman Islands English
  • Chile Spanish
  • Colombia Spanish
  • Costa Rica Spanish
  • Curacao English
  • Dominican Republic Spanish
  • Ecuador Spanish
  • El Salvador Spanish
  • Grenada English
  • Guadeloupe English
  • Guatemala Spanish
  • Guyana English
  • Haiti English
  • Jamaica English
  • Martinique English
  • Netherland Antilles English
  • Nicaragua Spanish
  • Panama Spanish
  • Paraguay Spanish
  • Peru Spanish
  • Puerto Rico Spanish
  • Saint Lucia English
  • St. Vincent & Grenadines English
  • Suriname English
  • Trinidad & Tobago English
  • Venezuela Spanish
  • Armenia English
  • Austria German
  • Belarus Russian
  • Belgium English
  • Croatia English
  • Czech Republic Czech
  • Denmark English
  • Estonia English
  • Finland English
  • France French
  • Georgia English
  • Germany German
  • Greece Greek
  • Hungary Hungarian
  • Israel English
  • Ireland English
  • Italy Italian
  • Kazakhstan Russian
  • Latvia English
  • Lithuania English
  • The Netherlands Dutch
  • Norway English
  • Poland English
  • Portugal Portuguese
  • Romania English
  • Russia Russian
  • Serbia Russian
  • Slovakia Czech
  • Slovenia English
  • Spain Spanish
  • Sweden English
  • Switzerland French German Italian
  • Turkey Turkish
  • Ukraine English
  • United Kingdom English
  • Azerbaijan Русский
  • Tajikistan Русский
  • Uzbekistan Русский
  • Turkmenistan Русский
  • United Arab Emirates English Arabic
  • Qatar English
  • Kuwait English
  • Egypt English
  • Lebanon English Arabic French
  • Iraq English
  • Jordan English
  • Mainland of China 选择语言
  • Korea, Republic of (South Korea) Korean
  • Vietnam Vietnamese
  • India English
  • Australia English
  • Japan Japanese
  • Guam English
  • Thailand Thai
  • Taiwan Traditional Chinese
  • Hong Kong SAR English
  • Indonesia English
  • Malaysia English
  • Philippines English
  • Singapore English
  • New Zealand English
  • Services
    • Services
    • Energy & Sustainability
      • Energy & Sustainability
      • Energy Monitoring & Analysis
      • Energy Supply
      • Active Energy Management
      • Renewable Energy & Distributed Energy Resources
      • Energy Conservation Measures (energy efficiency)
    • Operate, Maintain & Repair
      • Operate, Maintain & Repair
      • Connectivity & Cloud Services
      • HVAC System Management
      • HVAC System Repair
      • Rental
    • Upgrade & Modernize
      • Upgrade & Modernize
      • Building Systems
      • HVAC System Retrofits
      • HVAC Equipment Upgrades
      • Financing & Energy Services Contracting
      • Indoor Air Quality Assessment
      • Ready for now
  • Products
    • Products
    • VRF & Ductless Solutions
      • VRF & Ductless Solutions
      • N-Gen CITY MULTI VRF
      • P Series
      • Nv Series
      • VRF System Design
    • Chillers
      • Chillers
      • Water-Cooled Chillers
      • Air-Cooled Chillers
      • Cold Gen Scroll Chillers
    • Packaged Units & Split Systems
      • Packaged Units & Split Systems
      • Rooftop Units
      • Split Systems
      • Self-Contained Units
      • Water Source Heat Pumps
      • Dedicated Outdoor Air Units
    • Energy Management & Controls
      • Energy Management & Controls
      • Building Management Systems
      • Building Automation Systems
      • Trane® Air-Fi™ Wireless Systems
      • Controllers
      • Thermostats
      • Accessories
    • Air Handling
      • Air Handling
      • Terminals
      • Sensible-Cooling Terminal Unit
      • VAV (Variable Air Volume) Units
      • Performance Air Handlers
      • Air Handling Accessories & Controls
    • Energy Storage
      • Energy Storage
      • Energy Storage Systems
    • Precision Cooling
      • Precision Cooling
      • Precision Cooling
    • Residential Units
  • Industries
    • Industries
    • Higher Education
    • Indoor Agriculture
    • K-12
    • Data Centers
    • Restaurants
    • Commercial Real Estate
    • Healthcare
    • Local Government
    • Hospitality
      • Hospitality
    • Industrial
  • About
    • About
    • About Us
    • Contact Us
    • Customer Stories
    • Looking for Parts? Visit Trane Supply
    • Education Plattform
    • North America
      • North America

      • United States English
      • Canada English
    • Latin America
      • Latin America

      • Argentina Spanish
      • Mexico Spanish
      • Brazil Portuguese Spanish
      • Aruba English
      • Bahamas English
      • Belize English
      • Bermuda English
      • Bolivia Spanish
      • Bonaire English
      • Cayman Islands English
      • Chile Spanish
      • Colombia Spanish
      • Costa Rica Spanish
      • Curacao English
      • Dominican Republic Spanish
      • Ecuador Spanish
      • El Salvador Spanish
      • Grenada English
      • Guadeloupe English
      • Guatemala Spanish
      • Guyana English
      • Haiti English
      • Jamaica English
      • Martinique English
      • Netherland Antilles English
      • Nicaragua Spanish
      • Panama Spanish
      • Paraguay Spanish
      • Peru Spanish
      • Puerto Rico Spanish
      • Saint Lucia English
      • St. Vincent & Grenadines English
      • Suriname English
      • Trinidad & Tobago English
      • Venezuela Spanish
    • Europe
      • Europe

      • Armenia English
      • Austria German
      • Belarus Russian
      • Belgium English
      • Croatia English
      • Czech Republic Czech
      • Denmark English
      • Estonia English
      • Finland English
      • France French
      • Georgia English
      • Germany German
      • Greece Greek
      • Hungary Hungarian
      • Israel English
      • Ireland English
      • Italy Italian
      • Kazakhstan Russian
      • Latvia English
      • Lithuania English
      • The Netherlands Dutch
      • Norway English
      • Poland English
      • Portugal Portuguese
      • Romania English
      • Russia Russian
      • Serbia Russian
      • Slovakia Czech
      • Slovenia English
      • Spain Spanish
      • Sweden English
      • Switzerland French German Italian
      • Turkey Turkish
      • Ukraine English
      • United Kingdom English
      • Azerbaijan Русский
      • Tajikistan Русский
      • Uzbekistan Русский
      • Turkmenistan Русский
    • Middle East
      • Middle East

      • United Arab Emirates English Arabic
      • Qatar English
      • Kuwait English
      • Egypt English
      • Lebanon English Arabic French
      • Iraq English
      • Jordan English
    • Asia Pacific
      • Asia Pacific

      • Mainland of China 选择语言
      • Korea, Republic of (South Korea) Korean
      • Vietnam Vietnamese
      • India English
      • Australia English
      • Japan Japanese
      • Guam English
      • Thailand Thai
      • Taiwan Traditional Chinese
      • Hong Kong SAR English
      • Indonesia English
      • Malaysia English
      • Philippines English
      • Singapore English
      • New Zealand English
  • Energy & Sustainability
  • Operate, Maintain & Repair
  • Upgrade & Modernize
  • Energy Monitoring & Analysis
    Energy Monitoring & Analysis
  • Energy Supply
    Energy Supply
  • Active Energy Management
    Active Energy Management
  • Renewable Energy & Distributed Energy Resources
    Renewable Energy & Distributed Energy Resources
  • Energy Conservation Measures (energy efficiency)
    Energy Conservation Measures (energy efficiency)
More on Energy & Sustainability
  • Connectivity & Cloud Services
    Connectivity & Cloud Services
  • HVAC System Management
    HVAC System Management
  • HVAC System Repair
    HVAC System Repair
  • Rental
    Rental
More on Operate, Maintain & Repair
  • Building Systems
    Building Systems
  • HVAC System Retrofits
    HVAC System Retrofits
  • HVAC Equipment Upgrades
    HVAC Equipment Upgrades
  • Financing  & Energy Services Contracting
    Financing & Energy Services Contracting
  • Indoor Air Quality Assessment
    Indoor Air Quality Assessment
  • Ready for now.
    Ready for now
More on Upgrade & Modernize
  • VRF & Ductless Solutions
  • Chillers
  • Packaged Units & Split Systems
  • Energy Management & Controls
  • Air Handling
  • Energy Storage
  • Precision Cooling
  • Residential Units
  • N-Gen CITY MULTI VRF
    N-Gen CITY MULTI VRF
  • P Series
    P Series
  • Nv Series
    Nv Series
  • VRF System Design
    VRF System Design
More on VRF & Ductless Solutions
  • Water-Cooled Chillers
    Water-Cooled Chillers
  • Air-Cooled Chillers
    Air-Cooled Chillers
  • Cold Gen Scroll Chiller
    Cold Gen Scroll Chillers
More on Chillers
  • Rooftop Units
    Rooftop Units
  • Split Systems
    Split Systems
  • Self-Contained Units
    Self-Contained Units
  • Water Source Heat Pumps
    Water Source Heat Pumps
  • Dedicated Outdoor Air Units
    Dedicated Outdoor Air Units
More on Packaged Units & Split Systems
  • Building Management Systems
    Building Management Systems
  • Building Automation Systems
    Building Automation Systems
  • Trane® Air-Fi™ Wireless Systems
    Trane® Air-Fi™ Wireless Systems
  • Controllers
    Controllers
  • Thermostats
    Thermostats
  • Accessories
    Accessories
More on Energy Management & Controls
  • Terminal units
    Terminals
  • Sensible-Cooling Terminal Unit
    Sensible-Cooling Terminal Unit
  • VAV Units
    VAV (Variable Air Volume) Units
  • perf-CSAA
    Performance Air Handlers
  • Air Handling Accessories & Controls
    Air Handling Accessories & Controls
More on Air Handling
  • Energy Storage Systems
    Energy Storage Systems
More on Energy Storage
  • Precision Cooling
More on Precision Cooling
Read Customer Story

Creating a comfortable and inviting atmosphere for 1177 West Hastings

Higher Education K-12 Restaurants Healthcare Hospitality Industrial
Indoor Agriculture Data Centers Commercial Real Estate Local Government
Read Blog Post

4 Questions to Determine Your Equipment Upgrade Strategy

About Us Customer Stories
Contact Us

CONTACT A TRANE EXPERT

Puerto Rico Sales & Service Office

Predictive Building Analytics: The Future of HVAC Automation

By: Neil Maldeis, Energy Solutions Engineering Leader

September 05, 2018

predictive analytics, commercial hvac

Would you feel more confident in your building’s performance if technology could predict equipment failures before they happen? In the Internet of Things (IoT) age, this level of insight is possible and is known as predictive analytics. 

Across all industries, IoT is expected to grow from $900 million in 2015 to $3.7B by 2020.1 Thanks to the expanding amount of smart technology, many things we interact with daily — including televisions, refrigerators and stereos — have internet-capable sensors to make every-day tasks easier. Even though this might seem like a 21st century fad, IoT is driving business growth in all industries, including HVAC.

Rapid Growth in IoT 

The global building automation and control systems are marketed to grow at a CAGR of 9.52 percent from 2017 to 2021.2 This rapid IoT growth is allowing building owners and managers to proactively manage their facilities with technology that turns electricity, security, lighting, appliances and HVAC activity into data. And the ability to collect and analyze actionable utility insights is driving major savings and efficiencies in commercial buildings.

The latest technology — ultrasonic technology, electromagnetic Induction, vibration analysis and infrared thermography — anticipates equipment failures in real-time. This allows building owners and facility managers to predict equipment failures before they happen, potentially decreasing maintenance costs by up to 25 percent.3 In fact, this predictive maintenance can eliminate approximately 70 percent of unexpected failures and reduce downtime by up to 50 percent. 3

As such, predictive analytics could be the next phase of IoT. To get started, there are three key steps to equipping a building with data-gathering technology and learning to effectively analyze it.

  1. Installing smart technology: Installing smart technology allows data and insights to be collected and evaluated at all times. For HVAC, this technology measures and analyzes how often equipment is running, when a building is occupied and how quickly set points are met. Having a partner that does not believe in the one-size-fits-all approach will help structure a solution that is most appropriate for a building owner’s or manager’s needs and business goals.
  2. Gathering data from key equipment and appliances: Multiple technologies will likely be used to monitor and manage all aspects of a building, not just HVAC. This is known as a connected building — where technologies are integrated to give building owners and managers a big-picture overview to how the building in running and operating. Tracking and collecting this information overtime will develop a baseline performance to compare with when accessing performance and maintenance needs.
  3. Analyzing the data and develop a corrective action plan: Users can view and analyze the data being collected using a visual source such as a dashboard and mobile interfaces. Data visuals can help see performance patterns, so real-time adjustments can be made faster and more effectively. Building managers and owners can do this remotely to make more informed decisions anywhere at any time. Because not every building is the same, the data shown on these visuals can be customized to each user.

Quantifying energy use patterns and mapping performance over time is a move toward predictive analytics. And doing so with a reliable and knowledgeable partner can help you determine which predictive maintenance and visual data approach is best for your building. Trane® offers predictive services along with its smart technology for customers who experience excessive failures and associated costs.

We recently included our predictive service as part of a larger project to reduce operational costs. We partnered with Crosstown Concourse to increase its building’s value. Charged with redesigning its 90-year-old system, we optimized Crosstown Concourse’s HVAC system. In the end, Crosstown Concourse could start collecting data, helping identify how its building consumes energy, diagnose equipment performance and meet its energy reduction goals.

A partner like Trane can determine what data should be analyzed based on a building’s needs and function. A partner also can determine when predictive maintenance is a must and how to start developing a performance pattern. IoT will be around for the long haul, so find your source to smart technology and consider which data you need to track now to be set up for the future.

Sources:

1https://www.linkedin.com/pulse/internet-things-iot-market-potential-trends-2017-ryan-montgomery/

2https://www.prnewswire.com/news-releases/global-building-automation-and-control-systems-market-2017-2021-iot-streamlining-all-devices-like-hvac-lighting-safety-and-security-and-access-controls-research-and-markets-300447946.html

3https://www.ibm.com/blogs/internet-of-things/wp-content/uploads/2016/05/IG_preventiveMaintenance15_ss.pdf

Looking For Parts?

Visit Trane Supply

For General and Corporate Questions:

Contact Us
  • About Trane
  • Customer Stories
  • Locate a Sales Office
  • Careers
  • Contact Us
  • Environmental Compliance
  • Quality
  • Ethical Business Conduct
  • Supplier Terms
  • Facebook
  • LinkedIn
  • YouTube
  • Instagram

Privacy Policy  |   Terms of Use

Trane Technologies