The transition toward Net-Zero Energy Buildings (NZEBs) necessitates the integration of energy flexibility with smart management systems. However, a literature review reveals a significant gap between theoretical flexibility frameworks and their operational feasibility in real-world contexts, particularly concerning cybersecurity challenges and stakeholder interest conflicts. To bridge this gap, the present study develops an integrated conceptual-operational framework grounded in the philosophical foundations of Critical Realism. This framework is structured into a five-layer architecture (physical, digital, optimization, grid, and policy). For its operationalization, the IDADA method and novel composite indicators, including the Composite Flexibility Index (CFI), the Stakeholder Benefit Index (SBI), and privacy-related metrics, are utilized. For validation, a 10-unit residential complex in a hot and dry climate was simulated using the Design Builder/Energy Plus environment, and the indicators were weighted through a hybrid AHP-Delphi approach.
The results demonstrate that implementing this framework leads to an 85.7% improvement in the CFI and a 134% surge in the SBI (balancing the interests of residents and the grid). Furthermore, sensitivity analysis via the Monte Carlo method confirmed the high robustness of the model against behavioral and economic uncertainties with a 95% confidence interval. This framework provides a novel pathway for policymakers and engineers to institutionalize grid-interactive buildings.
Masoumnezhad,M . (2026). Development of an Operational Framework for Smart Management and Energy Flexibility in Net-Zero Energy Buildings. (e6103). Amirkabir Journal of Mechanical Engineering, (), e6103 doi: 10.22060/mej.2026.25615.7956
MLA
Masoumnezhad,M . "Development of an Operational Framework for Smart Management and Energy Flexibility in Net-Zero Energy Buildings" .e6103 , Amirkabir Journal of Mechanical Engineering, , , 2026, e6103. doi: 10.22060/mej.2026.25615.7956
HARVARD
Masoumnezhad M. (2026). 'Development of an Operational Framework for Smart Management and Energy Flexibility in Net-Zero Energy Buildings', Amirkabir Journal of Mechanical Engineering, (), e6103. doi: 10.22060/mej.2026.25615.7956
CHICAGO
M Masoumnezhad, "Development of an Operational Framework for Smart Management and Energy Flexibility in Net-Zero Energy Buildings," Amirkabir Journal of Mechanical Engineering, (2026): e6103, doi: 10.22060/mej.2026.25615.7956
VANCOUVER
Masoumnezhad M. Development of an Operational Framework for Smart Management and Energy Flexibility in Net-Zero Energy Buildings. Amirkabir J Mech Eng. 2026;():e6103 (In Persian). doi: 10.22060/mej.2026.25615.7956