Data-informed Building Procurement: A contractor exploration on embodied-carbon targets through Buildability and AI
Rapport, 2020
Findings reveal a clear need for better-informed decisions on tender briefings. It exposes that data in early stages is reduced and inaccurate due to undefinitions and undeveloped assessments methods that tackles limited criteria. Additionally, it is argued that information flows are difficulted by outdated practices and the fragmented reality of conventional buildings product development, in which several stakeholders co-create, negotiate, and transfer asset ownership along the way. These actors, as investigations support, usually hold opposing interests driven by short-term economic gains. Consequently, neither environmental nor societal criteria appear to be effectively informed and spoken for during early stages of decision-making, regardless the considerably high share of emissions and relevant social issues that the sector comprise. Further, it is exposed that decarbonization roadmaps proposing investments in greener materials solutions, although longed-for, might escalate building costs considerably, possibly leading to economic and social issues linked to housing prices. Therefore, it is argued the plan may turn unfeasible, especially in face of the broad implementation which is vital to attend set targets.
Accordingly, seeking to compensate such economic impacts, the thesis explores opportunities to reduce waste through the promotion of Buildability principles in the earliest stages of concept design, when it can still be addressed. As such, obstacles and inflexibilities created via client requirements and tender procedures are analyzed to propose changes.
However, findings show the public procurement act challenges contractors ability to influence on more buildable solutions in public tenders. And Partnering strategies, which are often seen as a remedy for that, has been reducing due to public clients fear of volatile budgets - a viewpoint which contractors oppose since Partnering is a mean for many ends. Consequently, the thesis concludes that contractors are dependent on client’s leading role and can hardly count with better informed briefings and easier to build requirements.
Nonetheless, it is suggested that contractors could develop a strategy based on data-informed ‘side-offers’, as a way around the limitations framed by the public procurement dynamics. Accordingly, a roadmap for AI-applications is advocated for contractors to reduce lead-time and resources spent for the elaboration of these side-offers. For that, it recommends the use of cutting-edge technologies to process an integrated multi-criteria design, that is informed by data collected both from the product and the market (client). Ultimately, the thesis supports that through automation, contractors can gain access to the right information at the right time, and thus promote a more valuable and sustainable alternative for public clients to procure.
buildability
client requirements
decarbonization
information-flow
sustainability
value
AI.
early contractor involvement
tender briefing
public building procurement
integrated design
Författare
Ricardo Alencar Saraiva
Chalmers, Arkitektur och samhällsbyggnadsteknik, Konstruktionsteknik
VIKTORIJA JOVANOVA
Chalmers
Data och produktionsstyrd projektering med hjälp av artificiell intelligens
NCC Building Sweden, 2021-01-11 -- 2023-05-31.
Svenska Byggbranschens Utvecklingsfond (SBUF) (13949), 2021-01-11 -- 2023-05-31.
Drivkrafter
Hållbar utveckling
Innovation och entreprenörskap
Styrkeområden
Produktion
Ämneskategorier
Byggproduktion