Intelligent Decision Synchronization in Real Time for both Discrete and Continuous Process Industries
First Claim
1. A composite technology system, that combines the real time standard and non-standard data integration capability, predictive analytics capability, adaptive real time process modeling capability, and capability to work in continuous, discrete and batch manufacturing processes to produce risk-reduced intelligent business decisions, comprising:
- a. data memory store to store and manage parameters and attributes from a plurality of data sources;
b. a data pre-processor to pre-process the data;
c. a real-time logic processing and key performance indicator computation engine having a processing logic built by a domain expert using math power provided by a math library block;
d. an interface management module having a data integration gateway to handle a plurality of concurrent interfaces of similar or different types;
e. an internal archiving database which serves to keep track of configurations, variations, limits and key attributes;
f. a math library tool kit having a plurality of computing libraries wherein said math library tool kit is used by a domain expert to build logic;
g. one or more of a heuristic and data based modeler embedded in the real time logic processing and key performance indicator computation engine which builds a processing logic;
h. a constraint optimization algorithm for processing linear and non-linear programming models;
i. a key performance indicator configuration module to dynamically configure key performance indicators that computed by the real-time logic processing and key performance indicator computation engine;
j. a decision synchronizer to deliver intelligent risk-reduced decisions in a closed loop system; and
k. a portal enabled dashboard to display operations pertaining to an area configured by the domain expert.
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Abstract
A composite technology system RETINA that enables intelligent decision synchronization in real time for continuous, discrete and batch process industries is disclosed. RETINA generates and synchronizes the intelligent decisions that affect the performance and profitability of business operations in real time and helps in analysis that are essential for any successful business operations in any manufacturing industries. RETINA combines the real time integration capability; Predictive analytics capability and adaptive real time process modeling capability to generate intelligent risk-reduced business decisions for continuous, discrete and batch manufacturing processes. RETINA unifies the data from disparate sources or in silos, collates, comprehends and analyses the data, and then convert them into actionable information in real time. Correct decisions are generated, streamlined and shared at the appropriate instant of time with right amount of data to the pertinent personnel to eliminate inefficiencies in operations and performance resulting in tangible profitability.
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Citations
14 Claims
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1. A composite technology system, that combines the real time standard and non-standard data integration capability, predictive analytics capability, adaptive real time process modeling capability, and capability to work in continuous, discrete and batch manufacturing processes to produce risk-reduced intelligent business decisions, comprising:
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a. data memory store to store and manage parameters and attributes from a plurality of data sources; b. a data pre-processor to pre-process the data; c. a real-time logic processing and key performance indicator computation engine having a processing logic built by a domain expert using math power provided by a math library block; d. an interface management module having a data integration gateway to handle a plurality of concurrent interfaces of similar or different types; e. an internal archiving database which serves to keep track of configurations, variations, limits and key attributes; f. a math library tool kit having a plurality of computing libraries wherein said math library tool kit is used by a domain expert to build logic; g. one or more of a heuristic and data based modeler embedded in the real time logic processing and key performance indicator computation engine which builds a processing logic; h. a constraint optimization algorithm for processing linear and non-linear programming models; i. a key performance indicator configuration module to dynamically configure key performance indicators that computed by the real-time logic processing and key performance indicator computation engine; j. a decision synchronizer to deliver intelligent risk-reduced decisions in a closed loop system; and k. a portal enabled dashboard to display operations pertaining to an area configured by the domain expert. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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Specification