March 2017 |
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Four Questions to Ask Before Getting Started on a Building Analytics Project |
Jon Schoenfeld, Director of Energy and Analytics Kodaro |
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We’ve
all heard that we should be “doing analytics” to take advantage of the
true power of big data. But figuring out where to start with turning
zeroes and ones into actionable intelligence can be daunting. And, if
you’re not careful, once you embark on an analytics project, the size
and scope can quickly get out of hand.
Here’s the truth – you shouldn’t be afraid
to start small. Don’t try to boil the ocean on your first venture out
to sea. Here are a few things to consider before, and while, getting
started on a building analytics project.
1.) What
is my goal? What problems do I want to solve with my new analytics
system?
Before you do anything around analytics, engage in conversations about
your top business priorities.
Some goals building analytics can achieve:
o Improve comfort
o Improve maintenance and lower costs
o Energy savings
o Utility cost savings
o Improve uptime on equipment
o Predictability of operational costs
o Easier access to data
Narrowing down what you want your system to accomplish first will also
set up a clear roadmap for success, with a limited scope and very
specific action items for both internal and external teams.
PRO TIP: Don’t overlook the small stuff. Projects that address business
questions as simple as “Is this piece of equipment running when it
should be?” can produce solid results quickly.
2.) How am I going to take the findings from my data
and produce actionable results? Do I have a system in place to act on a
recommendation?
Whether you are looking to save energy or just improve your workflow,
your new analytics system should result in a host of new ideas for
projects. Take the time to consider what processes are in place to take
those ideas and make them a reality. You’ll need to have an idea of
whose approvals are required and what information they need to make
their decision, who will manage new projects and who will complete the
repairs or installation. An understanding of your company’s budget
cycle and limitations is key to sizing your analytics system to provide
you with the right types of recommendations.
The last thing you want is a system that produces valuable
recommendations that sit on a shelf. Be sure you’re ready to turn those
new ideas into results.
PRO TIP: Don’t get over-excited about alarms. Too many alarms can
create a boy-crying-wolf scenario that bogs down workflow and undermine
the system.
3.) Who is the intended audience for my new analytics
tool?
Each audience within your business has a different need, a different
skill set, and a differing ability when it comes to advanced digital
technologies.
Some potential audiences are:
o Energy managers
o Facility managers
o Control technicians
o Maintenance
o Chief financial officer
Understanding the intended users is a crucial step and allows you to
answer the last and more important question.
PRO TIP: If you have multiple audiences who will need to use the same
tool, consider a tool with user types and permissions to customize
views.
[an error occurred while processing this directive]4.) How does my audience need to receive the
information in order to use the analytics system to achieve our goals?
There are many options for displaying and delivering analytic
information. In most cases, this depends on the type of information you
want, how often you want it, and how many people need to receive it.
Some options for data delivery are:
o Alarms and notifications delivered to field
technicians
o Reports emailed on a set schedule
o Advanced data analysis tools
o Interactive dashboards to monitor critical
equipment and highlight areas of concern.
There is so much data available in any system; it is crucial to
determine what you are looking for, who is looking for it, and how they
are going to use that information in their daily business operations to
achieve your agreed-upon goals.
The analytics experts and data engineers at Kodaro have experience with
analytics projects big and small. We’d be happy to talk about what you
need analytics to do for you, and what we might be able to build
together.
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