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Author

Rajendar Dommeti

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Conference Aug 2026

Forecasting Under Supply Chain Volatility: Evaluating Machine Learning as a Pathway to Agentic Demand Planning

Demand forecasting forms a critical component of supply chain planning. Forecasting errors directly impact inventory levels, replenishment decisions, service rates, and operational costs. Conventional statistical approaches such as autoregressive and exponential smoothing models remain effective for stable demand. Howe...

Naidu Paila, Rajendar Dommeti · 0 citations
Open access 2023

Optimization of Aggregate Planning Using Linear Regression: An Integrated Approach to Demand Forecasting, Production Capacity, and Inventory Management

Integrated planning plays a key role in production management, through which it is improved resource allocation, workforce utilization, inventory levels, and production capacity to meet forecasted demand while minimizing costs. This study examines the integrated planning framework for a manufacturing environment, focus...

Rajendar Dommeti · 1 citation

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