Senior Building Systems Modeling Engineer

2 days ago

Saint Paul, Minnesota, United States Trane Technologies Full time
About the Role

We are seeking a highly skilled Senior Building Systems Modeling Engineer to join our team at Trane Technologies. As a key member of our Model & Simulation Network of Excellence, you will be responsible for developing and deploying models at the system level, including HVAC equipment, building energy models, and their interaction within the Grid Connected environment.

Key Responsibilities
  • Develop and deploy models at the system level, including HVAC equipment, building energy models, and their interaction within the Grid Connected environment.
  • Develop a comprehensive understanding of HVAC equipment operation in chilled and hot water heating systems designed for buildings, data centers, and various processed cooling and heating applications.
  • Apply this expertise to develop detailed models that accurately reflect system design, analysis, control, and operations.
  • Demonstrate detailed technical understanding of Buildings and Grid Controls, Demand Management, Energy conservation measures (ECMs) principles, and justify the impact on energy savings and CO2e reductions, through the use of models.
  • Develop and implement state-of-the-art physics/data-based system models to enable performance predictions, and transient analyses, supporting key strategic areas like electrification and decarbonization and data centers.
  • Participate in long term technology roadmap development discussions and help build new external partnerships for Trane Technologies.
  • Actively look for external funding opportunities in the domain area and provide technical inputs in development of project proposals.
  • Work with internal and external partners in technical execution of long term externally funded R& D projects.
  • Lead the evaluation of new and innovative technologies as they appear for potential commercial value, either as disruptive competition or prospective new products or services for the company.
  • Develop and communicate clear understanding of customer requirements and meet or exceed those expectations.
  • Conceptualize & develop project ideas leading to new advanced capability development in related domain areas to keep TT to the leading edge of technology.
  • Network across the organization and externally to identify and communicate opportunities to apply system modeling and simulation to product design, applications and processes.
Requirements
  • Master's Degree in Engineering or Building science or equivalent and at least 3 years of modeling and/or simulation experience is required.
  • PhD with an emphasis in Thermodynamic/HVAC/building sciences is a plus.
  • Must have experience in HVAC systems modeling, Building energy management systems, or HVAC equipment and controls.
  • Proficiency in MATLAB/Simulink or Modelica based system modeling for at least 6 months is required. Experience in advanced control techniques like Reinforcement Learning (RL) or Model Predictive Control (MPC) is desirable.
  • Familiarity with data science, predictive modeling, and surrogate modeling techniques is necessary.
  • Knowledge or experience in applying HVAC system modeling and controls to data center application is desirable.
  • Understanding of generative AI (LLM Agents) for RAG based applications, machine learning, and predictive maintenance is desirable.
  • Experience with building modeling software such as Energy Plus/TRACE 3D+ is preferred.
  • Practical experience in closed-loop control for a minimum of 6 months is preferred, along with knowledge of multi-variable control.
  • Emphasis on computer programming or related experience is beneficial, particularly in C#/C++, Python, or Javascript.
  • Experience and familiarity working in a research-oriented environment preferred.
  • Must be an innovative self-starter capable of setting and meeting goals and deadlines, and of making critical business decisions.
  • Excellent communication and teamwork skills are necessary.
What We Offer
  • Competitive compensation and comprehensive benefits and programs.
  • Opportunities for professional growth and development.
  • A dynamic and collaborative work environment.
  • The chance to work on cutting-edge projects and technologies.
How to Apply

If you are a motivated and experienced professional looking for a new challenge, please submit your application, including your resume and a cover letter, to [insert contact information].

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