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This article explores the application of uncertainty analysis in Energy Savings Performance Contracting (ESPC) projects, focusing on determining the optimal amount of Measurement and Verification (M&V). Using a detailed illustrative example, we examine how to balance accuracy and efficiency in M&V processes, providing insights for project managers and stakeholders. By understanding and applying uncertainty principles, we enhance the reliability of energy savings estimates, thereby maximizing project benefits and ensuring successful ESPC outcomes.
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