Bala Muralikrishnan

National Institute of Standards and Technology

Papers

Total Citations

H-Index

About

Bala Muralikrishnan is a researcher whose work centers on precision engineering, dimensional metrology, and the development of performance evaluation frameworks for intelligent manufacturing systems. His most-cited paper, "Performance Evaluation and Metrics for Perception in Intelligent Manufacturing" (2009), has garnered 3 citations and lays foundational groundwork for assessing the accuracy and reliability of perception systems in automated production environments. This contribution is critical as manufacturing increasingly relies on sensor-driven decision-making. Muralikrishnan’s research addresses the challenge of ensuring measurement integrity in complex, data-rich industrial settings, often focusing on the intersection of metrology, machine vision, and quality control. His work supports the advancement of smart factories by providing systematic methods to validate perception technologies, thereby enhancing process efficiency and product quality. While his citation count is modest, his contributions are valued in specialized metrology and manufacturing communities, where his metrics and evaluation techniques inform both academic studies and practical implementations. Muralikrishnan’s research continues to shape how intelligent systems are tested and trusted in high-precision manufacturing environments.