2026 ASEE Annual Conference & Exposition

Design and Development of a Smart Remote Energy Assessment Framework: A Technology-Driven Approach for Education and Industrial Application

Presented at ECCNED Technical Session 2: Energy Curriculum Innovation, Workforce Readiness, and Decarbonization Pedagogy

Small- and medium-sized enterprises (SMEs) increasingly need actionable energy-efficiency guidance but often face barriers to accessing high-quality onsite audits due to travel cost, limited staffing, and disruption to operations. Remote energy assessments offer a scalable alternative, yet their effectiveness depends on disciplined workflow design, data-quality controls, and explicit treatment of uncertainty. This paper presents a Smart Remote Energy Assessment Framework that integrates (i) a Skill Matrix to screen which audit activities can be executed remotely with appropriate competency levels, and (ii) a Risk Matrix to classify data sources by reliability and trigger conservative assumptions or targeted onsite verification when needed. The framework was developed using mixed-methods inputs from practitioners and validated through case-based comparisons between remote reconstructions and traditional walkthrough audits. The framework is structured for engineering education and Industrial Training and Assessment Center (IAC/ITAC)-style workforce training, enabling competency-based learning outcomes in data interpretation, savings calculations, and decision-making under uncertainty.

Authors
  1. Kritika Bhandari Oklahoma State University [biography]
  2. Kyle Robison Oklahoma State University [biography]
Download paper (767 KB)

Are you a researcher? Would you like to cite this paper? Visit the ASEE document repository at peer.asee.org for more tools and easy citations.