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ASPENTECH CORP

US19 patents

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US11853032B2Dec 26, 2023

Combining machine learning with domain knowledge and first principles for modeling in the process industries

ASPENTECH CORP15 citations75
US11782401B2Oct 10, 2023

Apparatus and methods to build deep learning controller using non-invasive closed loop exploration

ASPENTECH CORP5 citations73
US11474508B2Oct 18, 2022

Projection methods to impose equality constraints on algebraic models

ASPENTECH CORP2 citations66
US11754998B2Sep 12, 2023

System and methods for automated model development from plant historical data for advanced process control

ASPENTECH CORP6 citations65
US11630446B2Apr 18, 2023

Reluctant first principles models

ASPENTECH CORP3 citations65
US11740598B2Aug 29, 2023

Apparatus and methods to build a reliable deep learning controller by imposing model constraints

ASPENTECH CORP1 citations61
US11526155B2Dec 13, 2022

Computer system and method for batch data alignment with active learning in batch process modeling, monitoring, and control

ASPENTECH CORP1 citations61
US11761427B2Sep 19, 2023

Method and system for building prescriptive analytics to prevent wind turbine failures

ASPENTECH CORP1 citations56
US11774924B2Oct 3, 2023

Method and system for process schedule reconciliation using algebraic model optimization

ASPENTECH CORP1 citations55
US11663546B2May 30, 2023

Automated evaluation of refinery and petrochemical feedstocks using a combination of historical market prices, machine learning, and algebraic planning model information

ASPENTECH CORP1 citations51
US12366847B2Jul 22, 2025

Anomaly event detector

ASPENTECH CORP0 citations49
US11934159B2Mar 19, 2024

Apparatus and methods for non-invasive closed loop step testing with controllable optimization relaxation

ASPENTECH CORP0 citations49
US11933159B2Mar 19, 2024

System and methods for developing and deploying oil well models to predict wax/hydrate buildups for oil well optimization

ASPENTECH CORP0 citations48
US12523970B2Jan 13, 2026

System and method for building and deploying a sustainable dynamic reduced-order model (SDROM) for an industrial process

ASPENTECH CORP0 citations45
US11614733B2Mar 28, 2023

Computer system and method for automated batch data alignment in batch process modeling, monitoring and control

ASPENTECH CORP0 citations45
US12217198B2Feb 4, 2025

Method and system for process schedule reconciliation using machine learning and algebraic model optimization

ASPENTECH CORP0 citations44
US12572889B2Mar 10, 2026

Optimization of large-scale industrial value chains

ASPENTECH CORP0 citations41
US11995127B2May 28, 2024

Validation of operating plans and schedules using machine learning

ASPENTECH CORP0 citations41
US12505902B2Dec 23, 2025

Hybrid attribute reaction model (ARM) in molecule-based EO reactor (MB EORXR)

ASPENTECH CORP0 citations40