Concepedia

Concept

process control

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5.2M

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State-Space Process Control

1964 - 1975

The period from 1964 to 1975 marked a decisive shift from empirical tuning to theory-guided design, with state-space representations, optimal control, and modal analysis becoming central to chemical, electrical, and industrial processes. Real-time implementation and early computer-aided control connected theoretical developments with practice, enabling model-based control and rapid deployment across plant operations. Decomposition techniques and modal analysis supported management of large-plant and inventory contexts, while process safety and design-oriented control methods gained prominence in chemical and process industries, including heating and cooling applications, and electrical drives provided tangible demonstrations of robust and optimal control.

Emergence of rigorous mathematical control frameworks—state-space, optimal control, modal analysis—being applied across chemical, electrical, and industrial processes, signaling a shift from ad hoc tuning to theory-guided design [7], [8], [13], [16], [17].

Early integration of computational methods and real-time implementation, with model-based process control, real-time programming languages, and remote/industrial process software bridging theory and practice [1], [9], [19], [20].

Modal analysis and decomposition-driven strategies to manage complex plants and production systems, including large-plant control and inventory contexts [3], [4], [13].

Process control in chemical and industrial settings emphasizing theory-to-practice linkage, process safety, and design-oriented control methodologies across chemical processes and heating/cooling applications [2], [6], [10], [11], [12].

Electrical machines and drives as concrete control exemplars, illustrating robust and optimal control for synchronous machines and their outputs [5], [16], [17].

Integrated Model-Based Process Control

1976 - 1982

Robust Multivariable Process Control

1983 - 1989

MPC-Driven Robust Control

1990 - 2009

Data-Driven Model Predictive Control

2010 - 2016

Digital Twin Process Control

2017 - 2023