Machine learning has progressed from science fiction to fact. The AEC industry is increasingly exploring and using it to improve productivity and deliver better design and construction outcomes. On this episode of Expanding the Possible, guest Gary Chang, a data scientist at HH Angus, talks about the latest advances and opportunities in the application of machine learning to optimizing building design and building operations automation.
Author: Silvio Napoleone
Take an audio tour of our AWS Summit Toronto DevChat with HH Angus’ Augusto Valdivia. Augusto recaps his DevChat about building scalable data lakes and discusses how we’re integrating new technologies such as 3D dashboards and IoT into project solutions.
Episode 6 “AWS Summit Toronto 2023” – H.H. Angus and Associates Ltd. (hhangus.com)
Emerging technologies are advancing rapidly and having a profound impact on consulting engineering as well as on our everyday lives. Join Paul Vandenberk, Project Manager in HH Angus’ Digital Services team, as he explores the challenges and benefits of evolving AI, blockchain, cloud, cybersecurity, IoT, and mixed-reality technologies.
Episode 5 "Emerging Technologies in AEC" — H.H. Angus and Associates Ltd. (hhangus.com)
Conference Take-aways
The Canada Green Building Council (CaGBC) recently hosted the ‘Building Lasting Change’ conference in Vancouver, British Columbia. CAGBC’s annual event is Canada’s premier green building conference. Attendees from all sectors of the built environment took part in sessions showcasing innovative approaches and practical solutions to moving the green buildings sector toward zero emissions. HH Angus was an event sponsor and, as an active driver of low carbon solutions, our attendees were eager to explore the conference focus on decarbonization. Andy Crosson, Associate Director of Angus Connect, and Ian McRobie, a Technical Leader and Manager in our Energy Division, share some of their key take-away’s from the event below.
Decarbonizing Existing Buildings
A recurring theme of the conference was the need to repurpose and reuse existing vacant building stock in a more intentional way to reduce the complete lifecycle of embodied carbon in buildings.
While new buildings are being designed to meet newer, more stringent building and energy codes as well as LEED, Net Zero and passive house standards, existing older building stock constitutes a huge part of the energy consumption picture but without the codes and efficiencies of new builds. Given the current post-COVID vacancy rates for commercial spaces, there was much discussion at the conference about the need to repurpose whole floors or entire commercial buildings for other uses. Doing so would provide the opportunity to apply more current design strategies to refresh those buildings and move them closer to new build standards.
Those responsible for all aspects of building design need to maintain a focus on high quality, low carbon design of new buildings, while at the same time optimizing building performance and increasing the focus on vacant building stock to reach our sustainability goals and carbon reduction targets.
Building Performance & LEED
Many existing buildings are operating with mechanical and electrical systems installed in the 1970s or earlier. Upgrading these systems contributes significantly to improved performance and sustainability metrics. At a key stakeholder’s session on the eve of the conference, participants discussed the relevance of LEED energy criteria in an industry increasingly focused on carbon reduction. Around the world, organizations responsible for building codes and standards are exploring how to address carbon within their regulations.
Another discussion thread centred around LEED’s focus on water use, and how improvements in water consumption rates contribute to carbon reduction.
Discussions also touched on the reliability of information on embodied carbon over a building’s lifecycle. Our take-away was that the means by which embodied carbon gets measured is still in a nascent stage and will need further development.
Economics of Repurposing Vacant Buildings
Decisions around repurposing existing buildings include a range of considerations; for example, what is the cost to demolish and rebuild versus the cost to refresh and renovate? Will the investment in a refresh elevate a building’s leasing status from Class B to Class A? Do older buildings provide floor to ceiling heights that allow for updating the building infrastructure? How do owners of large building portfolios evaluate the economics and feasibility of bringing a building into a low-carbon state?
Another key consideration for the repurposing decision is the impact of inefficient building envelopes on building performance and what this will mean to portfolio managers and the future of their building stock.
More progress is needed
Andy Crosson’s overall take-away from the conference was that not enough progress is being made. “Canada has more work to do now than it did ten years ago. We're not getting ahead of all of this, and I think it needs cultural change at all levels, for example with incentives from the government such as the previous Montreal Agreement on CFCs. I think a lot of the message around green buildings is getting to be a bit tired. 2050 is not that far away and we're still not getting ahead.”
For Ian McRobie, the key conference take-aways were twofold: “Two topic streams stood out for me - one was about embodied carbon and the other focused on the financing around bringing buildings into this new world of low carbon and how the financing can be managed, because the cost of carbon, and things like Canadian infrastructure bank programs all play a huge part in making the economics of retrofitting all these buildings make sense.”
Andy Crosson, P.Eng.
Associate Director
Angus Connect Division
Ian McRobie, P.E., P.Eng., C.E.M.,LEED® AP BD+C
Technical Leader
Energy Division
HH Angus’ work in Vancouver and across Western Canada continues to increase, which has led to our recent move to larger premises in order to accommodate our growing team of almost thirty people.
For almost two decades, we have been working on significant projects in Vancouver and communities across BC and Alberta. These include clients across all our specialized divisions - Health, Technology, Commercial, Energy, and Angus Connect (digital strategy and ICAT design). The excellent work of our staff, along with their acknowledged expertise, has led to many additional projects and has furthered our ‘trusted advisor’ role with clients.
Effective immediately, we will be supporting our growing portfolio of work in the west from our new space in the Bentall Centre, located in the heart of Vancouver’s downtown core, near the intersection of Dunsmuir and Burrard Streets across the street from the Burrard Skytrain Station:
HH Angus and Associates Limited
Three Bentall Centre
595 Burrard Street
Suite 453, PO Box 49081
Vancouver, BC V7X 1G4
Nick Stark, Executive Vice President leading our expansion in Western Canada, commented on the outstanding support we have been receiving from all quarters, adding: “I am proud of what our amazing team in Vancouver has accomplished, and our new space will improve our resources and abilities do our best work. We look forward to strengthening and expanding our relationships with our clients and collaborators across BC and the west.”