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Hans Lehndorff has extensive expertise in billing regression analysis, sampling methods, impact analysis, analyzing survey data and advanced metering infrastructure (AMI) data, and quality control of energy monitoring data. He is skilled in qualitative and billing analysis, including developing energy consumption load shapes for commercial customers using AMI data. Hans has also developed sample design for on-site evaluations of energy efficiency programs.