Research team
Expertise
My research expertise lies in HVAC systems engineering, Building Information Modeling (BIM), and energy-efficient building design. I focus on developing smart tools and methodologies that enhance the design, analysis, and optimization of mechanical systems, i.e., particularly air distribution networks in non residential building environments. Recent part of my work involves automating HVAC ductwork design within Revit using parametric logic and constraint-based algorithms. By integrating BIM with custom-built optimization tools, I aim to reduce manual modeling time, improve coordination between disciplines, and ensure more energy-efficient and well-performed systems
Revolutionizing Ventilation Ductwork Design: Advanced Optimization and Automation.
Abstract
The HVAC sector is undergoing rapid transformation as buildings must meet increasingly strict requirements for energy efficiency, sustainability, and automation. In this context, the design of centralized ventilation systems plays a crucial role: ductwork routing and sizing directly affect both energy performance and cost. However, current design practices remain largely manual, time-consuming, and dependent on the experience of individual engineers. Within the EMIB research group, extensive expertise has been built in the automation and optimization of ventilation system design. A central outcome of this research is an advanced algorithm that automatically determines the optimal routing and sizing of ventilation ductwork. By systematically balancing cost, performance, and feasibility, the algorithm addresses a long-standing challenge in the HVAC industry. Initial exploratory interest from stakeholders has evolved into a clear and urgent demand, as companies increasingly recognize the need for intelligent design solutions to remain competitive. This innovation mandate aims to take the next crucial step: scaling the design method from one source and one floor to multiple sources and multiple floors. Achieving this requires solving key technical challenges, including maintaining computational efficiency while handling greater complexity, ensuring robustness across diverse building typologies, and integrating practical constraints from real-world projects. The objectives of the project are to: Deliver optimized designs that minimize costs and maximize energy and operational performance. Automate the design process through efficient algorithms that significantly reduce engineering effort. Adapt flexibly to a wide variety of building architectures, from compact offices to large multi-storey facilities. By bridging the gap between academic research and industrial application, the project lays the groundwork for a spin-off company that offers an innovative, intelligent design platform for ventilation systems. Such a solution has the potential to streamline HVAC design practices, reduce costs, and accelerate the transition towards sustainable and high-performance buildingsResearcher(s)
- Promoter: Verhaert Ivan
- Fellow: Kabbara Zakarya
Research team(s)
Project type(s)
- Research Project
Enhancing HVAC Ductwork Design: From Innovation to Commercialization.
Abstract
This project centers on the development and commercialization of a design tool that automates and optimizes the routing and sizing of ventilation ductwork in non-residential buildings. Building on significant fundamental research conducted by our research group EMIB BEASt, this tool leverages algorithms to design optimized ductwork configurations, while directly addressing industry demands for efficiency and cost reduction. Over time, initial interest from several companies in our design algorithm has evolved from vague curiosity to a concrete and urgent need for a deployable solution. In response to this market pull, we are focusing on advancing the Commercial Readiness Level (CRL) of this technology. Our plan includes refining business strategies, solidifying industry partnerships, and engaging potential investors to facilitate a swift market entry. Simultaneously, technological advancements (Technology Readiness Level, TRL) are being pursued in separate but parallel projects, enhancing the tool's technical capabilities. Our primary focus within this proposal is on developing a concrete business plan and a detailed commercialization strategy. This strategic direction is aimed at preparing for market entry by establishing strong industry partnerships and securing potential investors. Through these concerted efforts, we aim to significantly increase the CRL, ensuring the tool's market viability and readiness for commercial deployment. The project's current phase is critical for transitioning from a research-based prototype to a market-ready product, thereby meeting the immediate needs of the industry.Researcher(s)
- Promoter: Verhaert Ivan
- Co-promoter: Jorens Sandy
- Co-promoter: Kabbara Zakarya
Research team(s)
Project type(s)
- Research Project