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Javascript Plugins for Responsive Dashboard Builder Tool

Javascript Plugins for Responsive Dashboard Builder Tool

by | Mar 18, 2022 | Blogs

Inspired to build a simple version of data aggregation and visualization for systems and applications, we have developed a dashboard builder tool for one of our clients. A global leader in industrial automation products and services, the client provides solution-based software and technology-driven industrial engineering solution. While there are many such tools in the market, what we have built is efficient and easy to use.

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Building blocks of this tool are :

  1. Widgets
  2. Dashboards
  3. Templates

Widgets: This is the basic component of the dashboard tool. It has configurable elements like Title, Type of Chart, and other options. These widgets can be resized to fit a specific layout and moved around the dashboard to customize the display.

Dashboards: It is a combination of one or more widgets that provide statistics of configured motors, sensors, or other components in the plant. The dashboard can be customized to suit specific requirements in terms of features, functionalities, or visualization layout.

Templates: These are the industry-standard formats used for aggregation and display of data for individual field devices or the entire plant. The Administrator of the dashboard builder can create such templates based on preferences and requirements at various levels such as an operator, plant supervisor, or the plant head.

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The primary javascript plugins used for this dashboard builder tool are:

React Grid Layout (RGL)
The RGL system is used for rendering multiple widgets in the dashboard. This helps layout mapping based on breakpoints. It provides intuitive and easy-to-use layout features for dragging and resizing the widgets that enhance the efficiency and responsiveness of the entire application.

Uplot
We experimented with different types of data visualization charting tools such as Chartjs, Victoryjs, and Uplot for rendering a large number of data points. Finally, based on the best time-series data rendering performance, we selected Uplot. With more than 1 Million points to be rendered, Uplot performed intended functions very efficiently.

Plotly
Other than time-series data, we also used 3D mesh plots and indicators for building effective data statistics features in the tool. Among multiple open source libraries, we used the Plotly library. This provided an excellent set of plots that render simple, yet insightful information for detecting anomalies.

React Table
For certain widgets, we wanted more than just regular table features like sorting (client/server-side), footers, and pagination. Among various options, we chose React Table plugin for its versatile features. We have used the standard list as well as the embedded table in the widget that gives the complete solution.

React Calendar / Date Range
The Date-range option is a very common, and also an important feature for any dashboard. For our client, we introduce predefined options for the shortcuts like last-1 Hr, last-5 Hrs, last-12 Hrs, last-1 Day, last-7 Days, and so on for capturing real-time data. Also, the custom date-range option feature for viewing historical data is a crucial dashboard feature. We found the React Date Range plugin an excellent fit for the use cases.

React Filters / Select
Searchable filters are the obvious choice for long data tables or reports. In our case, however, we needed a dynamic searchable component with intuitive selecting features. The React- select plugin provided us with the exact functionality that suited our requirements. On focus, it displays default drop-down options. Also, powerful features like search functionality with async data, and the color options matched nicely with the default bootstrap theme.

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 Foot Note:

The Dashboard Builder Tool was developed within a short span of 2 months. The application is live in the client’s production environment, delivering delightful performance.

Utthunga cherishes innovating value-added solutions for its customers in various fields of industrial automation. For your queries and requirements write to us at [email protected].

The Top 3 Industrial Motion Control Algorithms

The Top 3 Industrial Motion Control Algorithms

by | Jan 20, 2022 | Blogs

Introduction

Motion without control has no meaning, and almost certainly; is unproductive. Engineering and industrial motion control play a significant role in factory automation, with countless machines and components moving independently, and in tandem. Apart from the time factor, other elements such as force, speed, accuracy, and position play a crucial role in controlling and engineering the motion to deliver the specific outcome.

The earlier days of motion control technology were largely based on time-consuming and expensive solutions such as gears, cams, belt drives, etc. The next stage witnessed the era of electromechanical, hydraulic, and pneumatic offerings such as cylinders, solenoids, grippers, and so on. Now is the age of electronics and computer-based technologies that are compact, intelligent, and scalable. Programmable motion control, as they are called, employs codes and algorithms driven by various performance parameters that can be embedded in the software programs and memory of intelligent devices.

The primary objectives of innumerable motion control algorithms are to regulate speed, torque, and position. While every algorithm has select benefits based on the need, the below-listed ones are perhaps the most popular in the automation industry.

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Position PID Algorithm

This algorithm works on the principles of output to input ratio (called gains) and feedback received in terms of Proportional, Integral, and Differential modes under motion control. It works only concerning position feedback of the target profile but can control both the position and velocity of the moving components.

The Position PID Algorithm underlines the target profile to define the axis of the motion for any given moment. The required motion control output is derived from information of target Vs. actual position of the motion axis, together with the required feed. Since this type of algorithm works on the principles of feedback from closed-loop motion control to compute process variables, a high degree of accuracy can be achieved.

Due to PID Algorithm’s efficient and accurate motion control capabilities, it is widely used in specialized automation like robotics as well as a day-to-day application such as cruise control in automotive.

Advantages

  • One of the most powerful algorithms that uses past, present, and future elements to respond to the logic of differential errors.
  • Excellent response and tracking capabilities to motion control based on high precision logic.
  • Widely used, accepted, and understood in industrial automation.

Disadvantages

  • Being a feedback algorithm, control is not possible unless errors are produced or identified.
  • Recovery from response lag results in poor performance on the motion control outcome.
  • Not ideal for advanced applications like defense and precision robotics.

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Trapezoidal Algorithm

The Trapezoidal algorithm is a motion control mechanism applied to Brushless DC Motors (BLDC). It operates on the commutation principle of the stator-rotor unit and employs switching on and off of electric current through the stator, in a specific manner. This results in the rotor spinning depending upon its polarity response to the magnetic field produced by the commutated rotor.

The spinning rotor causes back- EMF (electromagnetic force) as a result of opposing the current that induced its motion. This back-EMF results in the perpetual trapezoidal waveform, and hence the name Trapezoidal algorithm. This continuous commutation of electrical power can be affected with or without Hall sensors that detect the motor’s position.

This commutation technique also called as six-step algorithm, produces smooth rotation in six distinct directions relative to the stator.

Advantages

  • Simple, low cost, and reliable in terms of design and performance.
  • Low processing power is required for the motion control mechanism.
  • Efficient for high-speed and high-torque applications like power tools and drones.

Disadvantages

  • Inefficient for low-speed motion control.
  • Torque-ripple issues due to continuous commutation.
  • Electrical and acoustic noise.

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Field Orientation Control(FOC)

Also known as vector control, FOC is a high computational algorithm for motion control with an underlying objective of achieving maximum torque at a given speed. With rapid advancements of Integrated Circuits (ICs), FOC’s practical application has increased manifold in the recent past. So much so, that it has commoditized its benefits in day-to-day machines like drilling machines, cutters, and grinders (power tools) where battery and performance matter at all times.

Interestingly, FOC is the first technology that is offered to control the two most vital variables of a motor – torque, and flux. This practical advantage makes FOC the most suitable algorithm for high-performance motor applications. Moreover, the ability to deliver smooth operations across a wide range of speeds, produce maximum torque even at zero speed, generating quick acceleration or deceleration makes FOC a preferred choice for a wide range of industrial applications.

Technically in FOC, the current is bifurcated into two perpendicular components. The part that causes the perpendicular pull is the one that generates the torque. The other part responsible for the undesirable outward pull is the flux. FOC aligns these two components in such a way that maximum torque is achieved.

Advantages

  • Maximum torque response for a wide range of current
  • Fast dynamic response and steady performance
  • Greater control over torque and speed

Disadvantages

  • Sensor needed to determine rotor’s precise position
  • Reduced control and efficiencies in low-load conditions
  • Designing sensorless FOC requires expertise, and attracts a huge cost

While several motion control algorithms keep evolving, their network inclusivity and connectivity with devices is one of the most difficult tasks. Recent advancements in application control protocols using EtherNet/IP and EtherCAT technologies knit such intelligent algorithms with field devices and equipment. This helps delivering precision communication for variable frequency drives that make use of smart sensors and gateways.

Cloud-based remote motion control for industrial automation is the next big thing to happen. Currently, some of the motion control algorithms are already implemented in cloud applications. However, it would be interesting to watch how effectively these algorithms perform across distributed networks and systems. Soon, complex algorithms will be equipped to remotely control and monitor the position of the rotary motor and self-tune to overcome harmonic distortions caused by surrounding disturbances.

Due to the increasing demand for speed, accuracy, remote possibilities, and affordability, the future and scope of motion control algorithms is on the rise. However, this niche technology calls for greater thrust from leading enterprises and research scholars. Moreover, since the 5G technology is already influencing many industrial applications, motion control algorithms experts need due encouragement and support to make the best use of knocking opportunities. Timely and focused efforts in this direction can transform how man, machines and technology operate in the future.

We at Utthunga, provide technology based customized solutions to deliver world-class products and services. Please visit the motion control webpage for more information. For your requirements and queries regarding industrial motion control, write to us on [email protected] and our team of experts will connect with you offering world-class solution and services.

Role of Product Engineering Services in Modern Technology Space

Role of Product Engineering Services in Modern Technology Space

by | Sep 20, 2021 | Blogs, Uncategorized

What is Product Engineering?

The term product engineering refers to the development of a product from concept to manufacturing and release of the product to the market. With product engineering, all the services, right from the innovation phase to the product deployment and testing phase, come under one umbrella. Product engineering takes care of the entire product life cycle including innovation, design, development of the mechanical/electronic/software components, as well as the testing and deployment of the product.

Product engineering service or PES is an engineering consulting activity that is offered by product engineering companies. This service makes use of hardware, embedded, software and IT services for the design, development, deployment and maintenance of products.

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Various Phases of Product Engineering

There are seven key phases in the field of product engineering from the inception to the end of the product lifecycle. Let’s take a look at the importance of these different phases.

  1. Product Ideation: This is the first phase where an idea for a product is conceived. The product specifications and requirements are also documented in this stage. Further analysis is done to scrutinize the viability of the idea and to understand if it is worth pursuing.
  2. Product Architecture: In this phase, the physical components and functional elements required for the products is decided. This is a key phase as the functions of the product’s basic physical building blocks and how their interfaces relate to the rest of the device are determined.
  3. Product Design: Once the concept and architecture are finalized, the work to bring the concepts to life begins with product engineering designs. A lot of work goes including major iterations and improvements are made in this phase before the final design is approved.
  4. Product Development: The next phase includes product development and assembly. A great deal of attention is paid during this phase to manage and optimize costs.
  5. Product Testing: This phase ensures that the developed product is fault-free. Stringent quality check is conducted to scrutinize and validate the quality of the developed product. In case of an error or fault, rectifications or modifications are made to ensure the quality before the product release.
  6. Product Release: Once development and testing are completed, the product is released in the market. Post-release, user reviews and feedback are analyzed to improve the quality/performance of the product. Feedback has to be collected from users to further improve the product in the following versions.
  7. Product Sustenance/Re-engineering: This is a crucial phase that helps to keep the product relevant in the market. This phase includes periodic product updates, enhancements and maintenance. A key feature that ensures the continued success of the product is a good customer support system that can address their grievances and promptly rectify any issues they face. This type of maintenance and support can be provided until the end of the product lifecycle or product replacement. Some companies choose to re-engineer or evolve their products so that they can meet the expectations of the customer as per changing times.

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Need for Product Engineering in Today’s Technology Space

In today’s volatile, modern technology landscape, product companies not only have to create high-quality reliable products at a fast pace but also have to efficiently manage operational risks and cost. They consistently face the pressure to innovate and maintain their product portfolio, optimize their manufacturing process, and meet/exceed customer expectations.

Many of the world’s largest companies have become beacons of success thanks to path-breaking products that were envisioned and created through years of trials and experimentation. Today fast-paced innovation is the key to survival, and companies choose Product engineering service providers for the development and launch of products at the perfect time.

PES providers offer end-to-end services that help product companies to accelerate the pace of innovation, manage customer needs and navigate through unpredictable market conditions with ease. Experience Design, Web & Mobile Development, Clouds & DevOps, Big Data, and Infrastructure Managed services are the corner stoners of product engineering. The right PES partner can provide you with a professional and motivated team, who can transform your ideas into reality, leverage the latest technological solutions to build profitable products at low cost, and help sustain your core business objectives.

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How does Product Engineering Services Help Businesses?

PES services help meet the demand of product companies in the following ways.

  • Implementation of the latest features and functionalities
  • Superior quality products at a rapid turnaround time
  • Cost benefits for product manufacturers
  • Quick launching of products in the market

How can Utthunga’s Product Engineering Services Help your Business?

At Utthunga we strive to meet the increased demand for outsourced product engineering services. We aim to help our customers focus more on their core business objectives and to help them benefit from low-cost technological services. Our highly qualified team of product engineers love to build impactful and lasting products and solutions. We offer the following services under our product engineering umbrella:

  • Embedded engineering (product design and development services, hardware engineering, firmware engineering, verification and validation)
  • Digital engineering (cloud, mobility, IIoT, analytics)
  • Software engineering
  • Quality Engineering (application testing, device testing, protocol testing, test automation, testing as a service (Taas), and DevOps)
  • Data Connectivity and Integration (OPC, industry protocols, field device integration)

The key features of our Product Engineering Services & Solutions include:

  • Device/Asset Management applications
  • Data Connectivity, Integration & OPC Solutions
  • Digital Engineering, Digital Customer Experience Solutions
  • Cloud, Edge Computing, Device & Data Analytics
  • IT / OT integration
  • Device, Controller, IO, Host Development

We have built several accelerators/frameworks that significantly reduce product development time while also ensuring minimum post-release issues:

  • DPI framework – Device Programming Interface
  • Protocol stacks
  • uOPC suite
  • IIoT accelerators – Javelin & uConnect
  • Simulation framework
  • Application Test Automation Framework

To know more about Utthunga’s innovation-led approach for various industry verticals, and our various offerings in the field of product engineering visit : https://utthunga.com/product-engineering-services/

Top 10 Advantages of Industrial Automation

Top 10 Advantages of Industrial Automation

by | Sep 13, 2021 | Blogs

What is Industrial Automation?

Automation helps save a lot of time and effort and at the same time, it helps get a job done more accurately. Industrial automation involves the use of control systems, computers and robots to handle and perform certain operations. A survey by Fortune Business Insights reported that the global industrial automation market will reach 296.70 billion dollars by 2026. In this blog, let’s explore the top 10 advantages of industrial automation. In this blog, by Industrial Automation, we are referring more to the advancements of this century, i.e. after the time computers and electronics started to play a key role in the industrial sector.

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Industrial Automation in Manufacturing

Automation is greatly transforming the manufacturing industry. This revolution is bringing cyber-physical systems into existence. Many manufacturing units are already employing robots and using digital technology to automate processes. A few examples of automation in manufacturing are:

  • Automation of food and beverage packing to reduce chances of human contamination
  • Numerical control in the machine tool industry
  • Use of thermal sensors to monitor high activity areas on the floor
  • Automatic sorting in the production line
  • 3D printing

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Top 10 Advantages of Industrial Automation

  1. Reduces Cost

One of the top advantages of automation is reduction in manufacturing costs. Instead of having a floor full of workers, you can now have a few supervisors and have robots do the job. The initial investment will be a little high, but then the operation costs will reduce, which will be beneficial in the long run. Your expenses will only include maintenance, repairs, and energy. AI and data analytics have also helped reduce production costs by providing insights and information to make the right production decisions. Automation helps improve productivity, quality and system performance, which in turn reduces your operating expenses (OpEx). At the same time, automated preventive maintenance can improve the life and performance of the machines. It enhances the value of your assets and in turn decreases your capital expenses (CapEx).

  1. Increases Productivity

Automated productivity lines consist of workstations connected by transfer lines. Each work station takes care of one part of the product process. Robotic process automation can be used to mimic many human actions. The system can be configured to login to applications and take care of the administrative work related to the business process. Robots can also be used on the production floor to handle raw materials, clean equipment, operate high-pressure systems, and do lots more. For example, in an automobile manufacturing unit, auto components are cut and shaped in different press working stations. All the parts are then brought together to one place where a robot puts them together to build the vehicle. Process automation greatly speeds up the production process.

  1. Enhances Quality

Industrial automation also helps increase and maintain consistent quality of the output. In manual processes, the error rate can vary considerably. On the other hand, automated machines in the manufacturing industry have an error rate that is as low as 0.00001%. Adaptive control and monitoring help check every level of the manufacturing process to reduce the margin of errors.

  1. Industrial Safety

A huge benefit of automation is improved safety at the workplace. Using robots for loading and unloading materials or transferring huge machine parts reduce risks of accidents. Safety curtains keep workers from going too close to the assembly lines or fast moving components, thereby improving safety. Thermal sensors continually check the temperatures in the production area. In case, they identify any spike in temperature, the sensors will send an alert. Immediately, precautions can be taken to ensure the safety of everyone on the production floor.

  1. Accurate Results

Data automation is based on accurate data integration and connectivity. When accurate information is used in the production process, you can be assured of precise results. AI and ML solutions help you get detailed data that can be analyzed using data analytics tools to get accurate information.

Deep learning algorithms are used to build self-healing digital grids that use data analytics and intelligent energy forecasts to manage energy generation. Machine Learning apps have been used to build a self-learning quality control system for assembly line. ML and AI solutions are scalable and self-learning. Both these features ensure that the automated systems deliver accurate results every time, without fail.

  1. Better Working Conditions and Value-Addition

One of the prime benefits of industrial automation is that it ensures consistent production and results. Computers, robots, and automated machines work at a steady pace. It allows you to have a better grip on the production rate. Automation not only delivers consistent production, but also consistent quality. In a flexible manufacturing system, the tools, processing machines, and material-handling robots are connected and controlled by a central computer system. Once the entire process is computed, the production goes on continuously without any drop in the pace or the results.

Flexible automation process lets you design or reconfigure a machine to suit a different product measurement or new product. In traditional production processes, it may take days or weeks to train employees. Another problem is that it can be difficult for workers to get used to the new process, which could cause production delays or quality issues. On the other hand, reprogramming a machine or a robot is easier and takes up less time. Plus, after a few trials, you will be ready to go into full production.

Automation frees up employees from working on tedious and repetitive tasks. This means that they can focus on other areas where they can do a value add. They can help with research and process development. Also, workers can effectively use robotic tools and machines to deliver faster and quicker results. Employees also experience the feel-good factor of doing positive and progressive work.

Industrial automation also helps improve working conditions. As the automated machines are able to step up the production, workers need not work long shifts or overtimes. Work hours are reduced, leading to an improved quality of life. In the United States, industries that adopted automation solutions were able to set a standard work time of 40 hours per week.

  1. Industrial Communication

Without industrial communication, industrial automation can be near impossible. The communication system helps monitor and operate entire production lines, manage power distribution, and control machines. Some of the popular protocols for industrial communication are Foundation Fieldbus, PROFIBUS, EtherCAT, EtherNET/IP, and CANopen. Industrial communication allows for faster data analysis and real-time decision making.

  1. Monitoring & Predictive Maintenance

A huge benefit of industrial automation is that it helps in monitoring and predictive maintenance. Production lines and production floor can be continuously monitored using sensors. These sensors track temperature, acoustics, time, frequency, oil pressure and other parameters related to the production process. If the sensors detect any change in these parameters, they will immediately send an alert. When the alert is received, the technicians can immediately identify the cause for the change. If it is noted that the changes in parameters may cause equipment problems or issues in the production process, then immediate service or repairs can be done. Automation can therefore help identify possible issues before they blow up into huge problems that can result in production downtime.

  1. Equipment Monitoring

An automated equipment monitoring system helps observe the working condition of all the equipment in the manufacturing unit. Sensors, cameras, and network can be used to observe the equipment from afar. The monitoring system also helps diagnose any issues in the equipment and do the necessary repairs and services. This automated solution can be effectively used in petrochemical plants, manufacturing units, and other industries where large and complex machines are used. The automated system enhances safety, reduces the number of operators on the floor, and improves machine performance and lifespan.

  1. Production Traceability

Automating the entire production process can greatly help in production tracing. Traceability is not only important in the food and beverage industry, but also in other industries. Tracing helps increase the quality and value of your product and facilitates mapping. Also, traceability makes root cause analysis more effective and aids continuous development. Automation helps trace the entire lifecycle of a product from the raw material to the location where the final product is shipped. You will also have a clear record of when and who did the product inspections, the assembly status, the condition of the machine when the product was processed.

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How can Utthunga help in Industrial Automation?

With more than 13 years of industry experience, Utthunga is a leader in industrial automation. Our team includes experts in the latest digital technologies and industry professionals to provide digital transformation solutions customized to your business process and business goals. A few of our industrial automation solutions include:

  • Deploying sensors, PLCs, controllers, etc. for automation
  • Using embedded engineering to create smart devices (non-digital to digital)
  • Offering data integration solutions that integrate plant floor assets to each other and other systems
  • Building applications (desktop, mobile) for commissioning, calibration, local diagnostics and configuration
  • Building bespoke application to enable integration of OT data to SCADA, MES, Enterprise systems
  • Creating analytics solutions

Contact us to know more about our industrial automation solutions.

Application of Embedded Systems in Industrial Automation

Application of Embedded Systems in Industrial Automation

by | Sep 8, 2021 | Blogs, Uncategorized

From HVAC units to complex industrial automation applications, embedded systems are ubiquitous; acting as a programmable operating system that specialize in tasks such as monitoring or controlling of the systems. They are designed to maximize performance, improve power efficiency and control processes while operating in demanding environments.
Historically, prior to the application of embedded systems for industrial machines, manual intervention by the operators was required to monitor and control the machines. The status quo posed issues such as vendor specific components, network infrastructure incompatibility, costly and time-consuming integration with existing monitoring and control systems, which did not offer flexibility to support a big industrial setup.
The subsequently introduced and widely adopted PLC and SCADA based systems operated by processing the machine/device/plant data locally. Operators used to record the daily production using production line counters, generate paper-based reports or manually enter machine data on computers. The end-result of these human errors was data discrepancy leading to production loss, increased manufacturing time, effort and costs.
The two primary uses cases of embedded systems are improved machine monitoring and machine control.

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Machine monitoring:

Industrial automation systems leverage embedded software development capabilities to monitor the system’s condition in real-time through controlled monitoring of variables like power, flow rate, vibration, pressure, temperature, and more. The monitoring devices such as sensors and probes communicate with each other and/or the client-server systems located in the internet or cloud via the industry communication protocols such as MTConnect, HART, EtherNet/IP etc.
Aggregated data from the disparate data sources is then stored in the cloud or a centralised database for real-time analysis to provide actionable insights through dashboards, reports and notifications. It is a proactive approach to maintaining plant uptime/reliability; reduce production losses and maintenance costs. Industrial embedded systems can perform machine monitoring to help improve productivity, optimize equipment capabilities and measure performance.

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Machine control:

Using embedded system engineering services in various industrial equipment to perform specific range of tasks such as controlling assembly line speeds, fluid flow rates in a CNC machine, controlling robotic machinery etc. changed the industrial automation landscape. Communicating at the I/O level via PLCs, these systems easily integrate with the existing machine controls, leveraging automation software along with proprietary NC and CNC functionality. Industrial OEMs and manufacturing plants, can hence benefit from reduced maintenance costs, achieve a centralised and unified control architecture and optimize their performance capabilities and overall product quality.

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Leverage Utthunga’s embedded systems capabilities

Industrial OEMs and plant owners vision of Industry 4.0 and IIoT is total and complete automation of the industrial network through intelligent machines and digital systems. The new communication and information techniques mandate:

  1. Localization and networking of all systems using energy-efficient systems that transfer only the required information
  2.  Strong security measures for secure data transfer
    Our embedded engineering services including but not limited to system/product design and wireless SoC based product development (firmware/stack/hardware), IoT allows us to provide complete end-to-end solutions for the OEMs, process and factory-manufacturing units to address the above-mentioned embedded engineering problems.
    Faced with the wide range of embedded system applications, multiple opportunities and challenges, they can realize both economic and performance breakthroughs by opting for Utthunga’s team of highly skilled and embedded professionals certified in product design, firmware architecture, hardware architecture, verification & validation, certifications and a strong partner for PCB fabrication and prototyping.
    One of the key enablers for smart manufacturing is the embedded OPC-UA technology that has enabled industrial devices to communicate in a standard, scalable and secure format. Utthunga’s embedded software development services proficiency can help them to achieve platform independence and interoperability to overcome the increased client/server complexity. Our embedded solutions leverage machine learning, AI, and data analytics to help monitor and control the HMIs, vision, PLCs, and motion solutions while offering recommendations for better performance, greater embedded system logic, control, and scalability.

Our embedded stack development services leverages our competencies in embedded technologies to keep pace with the rapidly evolving machine monitoring and machine control requirements and provide embedded industrial automation solutions related to:

  1. Product Design and Development:
    • End to end product development
    • Firmware, hardware application development
    • Electro mechanical product development
  2. Process Automation:
    • Metering application
    • Loop powered design and development
    • IS certification engineering service
    • Sensor integration and sensor application development
  3. Factory Automation:
    • Condition monitoring
    • IoT gateway
    • Edge computing
    • Enable legacy machines for IoT
    • Industrial protocol simulator
    • Wireless application development
  4. Oil and Gas Services:
    • Industrial I/O module development
    • Sensor module development
    • Level transmitter design and development

Please visit our website or contact us directly to learn more about our embedded software development services and systems expertise.

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