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Products & Solutions

Mindset for Physics to Physical Systems (M4P2P)

Create system and extrapolate system behavior across the product life cycle, with a seamless fusion of physics and physical systems.

The growth of interaction between physics and physical systems is imperative of time. M4P2P stack combines the technological and conceptual development of physical systems with fundamental representation of physical science by mathematical model based on first principles to describe the behavior of the system.

Approach

Taking the physical system from conception to realization through a process of ideation, concept generation, simulation, development and product realization.

  • Ideation and concept generation
  • Numeric simulation with mathematical modeling
  • CAD simulation and analysis
  • Prototype and physical test

Mindset for Device to Data (M4D2D)

Track, monitor and manage devices with data processed at the edge or in a centralised data storage location

M4D2D is a full cycle solution for data flow management from Smart devices and sensors that create data, to the main application for consumption and usage.

Depending on the number of devices, computing needs, frequency of data streaming (real-time / stream processing / batch processing), restraints (power consumption, bandwidth, throughput, distance), reliability and security need; most appropriate connectivity, network topology and protocols are adopted for seamless data flow from collection to storage and processing for usage.

Data Acquisition

The interface instrumentation acquires process data as values of analog parameters, status of digital parameters from centralized systems or distributed systems or from remote terminal units in network control systems.

Data Modelling

A roadmap with rules and requirements built around business needs and translated into data structures. Begins from a conceptual model with entity classes, progresses to a logical model and concludes with a physical model to provide the database schema.

Data Processing

Raw data as received, is subjected to technical manipulations to generate an output; in real-time or in batch.

Data Visualization

Patterns, trends and outliers in large data sets for real-time information with interactive dash boarding to help detect and validate relationships and meaningful differences.

Mindset for Analyse to Action (M4A2A)

Analysis To Insights To Action...with visualisation, computation, control and prediction

M4A2A is a solution stack that leverages technology, tools and techniques to analyze data for insightful information; to act with control and/or decompose scenarios with analytics.

Control formulation

Confluence of control with computation and communication for effective Quality of Control (QoC)

  • Computation - Time driven and event driven sampling to synthesize control signals that steer ensembles in both a robust and minimum energy fashion
  • Communication - Communication architecture from point-to-point to common fieldbus protocols to ensure the Quality of Service (QoS)
  • Control - Real-time scheduling schemes, Tunable PID, single and multi loop performance to ensure quality of control with responsiveness to input, stability, accuracy and limits on data
Data Analytics

A fusion intelligence platform for advanced analytics to decompose scenarios

  • What happened? Reporting on past events
  • What will happen? Forecasting the short term
  • What if? Predictive, prescriptive, algorithm-based analytics utilizing multiple variables
  • Data Collection and Access - A single source for enterprise information management
  • Data Repository - At customer site, on the cloud, or hybrid.  Data extraction, transformation, and loading will occur at the data repository level
  • Data Visualization - Lightweight and heavyweight data visualization tools for dash boarding and data exploration
  • Data Analytics - Advanced analytics to decompose business problems using data
    • What happened? Operational reporting on past events
    • What will happen? Forecasting the short term
    • What if? Predictive, prescriptive, algorithm based analytics utilizing multiple variables

MindSTACKe

A full stack solution orchestrating individual solution stacks for...
A Multifaceted Insightful solution with Digital Science and Technology Attributes for Coherent Knowledge and experience.

MindSTACKe is a full-Stack solution orchestrating hardware and software layers that intimately combine Virtual, Physical and Cyber systems to provide complete and comprehensive solutions for Artificial Intelligence of Things (AIoT), Cyber Physical System (CPS) and Digital Twin (DT), offering optimum functionality, top performance and reduced complexity to solve a user need and assure the final outcome.

Artificial Intelligence of Things (AIoT)

MindSTACKe AIoT, a fusion of Internet of Things (IoT) and Artificial Intelligence (AI) is the new paradigm of connected intelligence with a smart network of systems and assets that delivers intelligent connected systems to achieve efficient data processing and enhance the capability for data management and analytics.

Cyber Physical System (CPS)

MindSTACKe solution of Cyber Physical System (CPS) is a networked control system of computational and physical processes, engineered for function on powerful 3C capabilities of control, communication, and computation to provide real-time sensing, dynamic control, and information services for complex systems.

Digital Twin (DT)

MindSTACKe solution of Digital Twin (DT) is a confluence of physics, sensors, and data to provide digital footprint of a product. Using bi-directional dynamic mapping and continuous learning through multiple sensors, a near real-time update is recognized to represent the status, working condition or position of the physical asset.

Approach
  • Identify customer needs
  • Define KPAs of customer need
  • Deploy and perfect each solution stack along the way
  • Create intended outcome