Comprehensive Exam Score Normalization and Analysis Engine

Create a sophisticated Python script that performs advanced statistical analysis on exam scores across multiple courses and academic years. Develop algorithms to normalize scores, identify grading inconsistencies, and generate detailed performance reports. Implement techniques like z-score normalization, comparative analysis across different cohorts, and automated identification of potential assessment biases. The script should generate interactive Excel reports with multi-dimensional visualizations and statistical insights.