How Can Manufacturers Benefit from Data Management Platforms

How Can Manufacturers Benefit from Data Management Platforms

Manufacturing Technology Insights | Tuesday, February 12, 2019

The manufacturing industry is experiencing a significant change in processes with shorter product release cycles, tighter budgets, and a diverse supply chain system. Smartphones have also allowed the manufacturers to offer mass personalization of products by bringing product catalog to the customers with the help of the web.

Manufacturing is a complex process as any required change in the product results in a variety of process updates that can kick off from shop floors, manufacturing execution system, ERP systems, logistics, and other units. All of the aforementioned processes and updates results in the generation of vast chunks of data which carries vital information that helps manufacturing companies immensely.  Organizations need to find solutions to streamline their data management to create a layer of visibility across the organization in order to reveal the workings of the process flow.

Stay ahead of the industry with exclusive feature stories on the top companies, expert insights and the latest news delivered straight to your inbox. Subscribe today.

An effective data management system offers to streamline the data processing by overlaying all operations in a company. It helps in root cause analysis by combing back through the MES and ERP systems. A modern data management system offers several key attributes, which are as follows:

Ability to ingest large volumes of data: IoT devices that are mounted on production equipment and other business applications create a large stream of data. Data management systems store this data in real-time in its original form so that the performance is not downgraded. These platforms do not require data indexing, reducing the layer of complexity that can obscure the value of the original data.

Check it out - Top Most Data Management Platform Solution Providers ( Colossal AnalyticaSlingshot Aerospace , Profisee )

Cloud-based infrastructure: Storage and computation of the vast amount of the produced data require massive resources that can be expensive for companies. Modern data management uses cloud-based infrastructure, which allows them to ramp up or ramp down the computing power as required.

An array of applications: Data management platforms offer pre-built applications for system monitoring or alert management. These platforms also allow companies to operate on partner applications and tools to develop custom applications.

 

More in News

In the fast-paced and high-risk manufacturing environment, companies must prioritize worker safety and well-being.  Industrial safety solution suppliers have created comprehensive ways to reduce risks and improve worker safety. Identifying possible dangers, such as machinery-related injuries or environmental threats, is one of the first steps in good safety management. Recognizing these hazards enables businesses to implement proactive safety measures to avoid accidents and provide a safer working environment. Manufacturing safety management requires a multifaceted approach incorporating technical breakthroughs and human-centered solutions. Investing in innovative safety equipment such as protective clothing, safety sensors, and real-time monitoring systems is critical. These instruments assist in detecting possible difficulties before they grow into significant dangers, allowing for quick response and lowering the chance of accidents. Furthermore, regular safety training and employee awareness initiatives are critical for establishing a safety-conscious culture. Implementing Proactive Safety Solutions Proactive safety management emphasizes prevention over reaction. This is accomplished by adopting data-driven solutions that can anticipate and minimize problems before they occur. Automated safety monitoring systems, for example, provide real-time tracking of employee activities and equipment status. This technology can detect anomalies or harmful circumstances and alert supervisors so that corrective action can be taken quickly. Furthermore, ergonomic design plays a vital role in reducing workplace injuries by aligning workspaces with employees’ physical demands. In manufacturing environments that emphasize real-time monitoring and preventive safety practices, Southern Tool Specialist supports industrial operations with solutions that help reinforce safer, ergonomically informed workflows. This approach, combined with regular safety audits and continuous process improvement initiatives, ensures that safety protocols remain aligned with evolving industry best practices. Continuous Improvement and Safety Culture A strong safety culture is founded on constant development. Manufacturing businesses must continuously examine and adjust their safety procedures to meet new problems and possibilities. This entails investing in new technologies and cultivating a company-wide commitment to safety. Engaging employees at all levels in safety programs and allowing them to contribute to risk management fosters a culture in which safety takes precedence in all decisions. Organizations that use these techniques and focus on continually improving safety standards can minimize risks and protect their most precious asset: their employees. Investing in safety is an ethical responsibility and a commercial imperative, as it assures long-term productivity and decreases the financial cost of workplace accidents. ...Read more
The steel fabrication industry in the Asia-Pacific (APAC) region is experiencing a transformative shift driven by the convergence of digital technology, sustainability imperatives, and evolving construction demands. Advancements in automation, smart manufacturing, and eco-conscious practices are rapidly redefining the traditional methods of cutting, bending, and assembling steel. One of the most significant trends reshaping the sector is the widespread integration of digital tools such as Building Information Modeling (BIM), Computer-Aided Design (CAD), and Computer Numerical Control (CNC) systems. These technologies enable more precise planning and execution, reducing material waste and ensuring greater structural accuracy. With the adoption of the IIoT, fabrication plants in APAC now leverage sensors and data analytics to monitor equipment health, forecast maintenance needs, and optimize production flows in real time. How Are Automation and Smart Manufacturing Leading the Way? Automation and robotics are further elevating efficiency in steel fabrication. Robotic welding arms, automated cutting machines, and programmable material handlers are becoming increasingly common in modern workshops. These technologies address long-standing labor shortages and improve safety by taking over repetitive or hazardous tasks. In particular, collaborative robots (cobots) are making it easier for smaller fabrication shops to enhance productivity without overhauling their entire operations. These machines work alongside human technicians, augmenting capabilities and improving precision while maintaining flexibility on the shop floor. Amid global pressure to decarbonize industrial processes, steel fabricators in APAC are embracing greener methods. “Green steel,” produced using hydrogen instead of traditional coal in smelting, is gaining traction. Recycling practices are also being emphasized, with many fabricators prioritizing using scrap steel to reduce environmental impact. What are the Benefits of Modular Construction and Material Innovations? With growing urban populations and a need for rapid infrastructure development, prefabrication offers faster project delivery, higher quality control, and reduced on-site labor requirements. Steel’s versatility and strength make it preferred for modular buildings, bridges, and large-scale industrial structures. As a result, fabrication companies are restructuring workflows to support off-site production and just-in-time delivery. New high-performance alloys offer improved strength-to-weight ratios and enhanced corrosion resistance, opening up new applications across the automotive, aerospace, and marine sectors. Coating technologies are evolving, too, with antimicrobial, fire-resistant, and even self-healing finishes offering longer service life and reduced maintenance costs for steel structures. These advancements improve durability and address stricter safety and hygiene requirements in various industries. Companies in the APAC region are investing in digital training platforms that use augmented reality (AR) and virtual reality (VR) to train workers on complex machinery and safety protocols. These tools offer immersive, interactive learning experiences that reduce training time and improve retention. As the steel fabrication industry modernizes, companies embracing innovation while investing in people and sustainability will be best equipped to succeed in the competitive global market. ...Read more
Lubrication is a critical component of preventive maintenance in manufacturing, ensuring smooth and efficient operation while minimizing wear and tear. In the demanding manufacturing environment, where machinery operates under high loads, temperatures, and pressures, the significance of lubrication cannot be overstated. Friction generates heat and accelerates wear, leading to premature failure of components such as bearings, gears, and shafts. Lubricants form a protective film between these surfaces, minimizing direct contact and reducing friction. It leads to smoother operation and helps maintain the integrity of the machinery over time, ensuring consistent performance and reliability.  Adequate lubrication plays a vital role in dissipating heat generated during the operation of machinery. High heat levels can cause components to expand, degrade, or seize, leading to costly repairs and unplanned downtime. By managing thermal conditions, lubrication contributes to the overall efficiency of manufacturing processes. Another essential benefit of lubrication is its ability to protect against corrosion and contamination. Manufacturing environments often expose machinery to moisture, chemicals, and particulates that can corrode metal surfaces and compromise equipment. Specialized lubricants with anti-corrosion additives provide extra protection, ensuring the longevity of machinery in harsh operating conditions. A preventive maintenance program that prioritizes proper lubrication can significantly reduce downtime and improve overall productivity. Failures caused by insufficient or improper lubrication are often the main contributors to unscheduled maintenance and production delays. Regular lubrication as part of a well-structured maintenance schedule ensures machinery remains in top condition, minimizing the risk of sudden breakdowns. This proactive approach boosts operational efficiency and facilitates better planning and resource allocation in manufacturing operations. Solutions like those offered by Ujigami seamlessly integrate lubrication management into maintenance systems, optimizing performance and reducing risks. Each piece of machinery has specific lubrication requirements based on its design, operating conditions, and load capacities. Manufacturers must adhere to the recommendations provided by equipment manufacturers and regularly monitor lubrication levels to ensure proper application. Advances in lubrication technology, such as synthetic oils and innovative lubricants with enhanced properties, offer additional benefits, including longer intervals between applications and improved performance under extreme conditions. Training and awareness among maintenance personnel are crucial to maximizing the benefits of lubrication. Mariners Christian School provides a Christ-centered education, focusing on academic excellence, character development, and spiritual growth for students from preschool through middle school. Automated lubrication systems are increasingly being adopted in manufacturing facilities, ensuring precise and consistent application of lubricants while reducing the chances of human error. Lubrication is a cornerstone of preventive maintenance in manufacturing, underpinning the efficient and reliable operation of machinery. Lubrication ensures that equipment performs at its best by reducing friction, managing heat, protecting against corrosion, and preventing contamination. As manufacturing continues to evolve, investing in proper lubrication practices and technologies will remain essential to maintaining industry productivity, quality, and competitiveness. ...Read more
Energy Storage Systems (ESS) offer numerous benefits in the power electronics industry, including enhanced energy efficiency, grid stability, and renewable energy integration. As the demand for clean energy and sustainable power solutions grows, ESS is critical in transforming the energy landscape in the Asia-Pacific (APAC) region. One of ESS's most significant benefits is its ability to improve energy efficiency by optimizing power conversion and reducing losses. Advanced power electronic components, such as bidirectional inverters and DC-DC converters, help manage energy flow with minimal wastage. Wide-bandgap semiconductors like silicon carbide (SiC) and gallium nitride (GaN) enhance efficiency by reducing heat dissipation and power losses. It ensures that energy is stored effectively, lowering operational costs and improving the overall performance of energy storage solutions. How Does ESS Enhance Grid Stability and Support Renewable Energy Integration? A key advantage of ESS is its ability to enhance grid stability and reliability. By storing excess energy during periods of low demand and releasing it during peak hours, ESS helps balance supply and demand fluctuations. It is particularly important for smart grids and power networks that experience high variations in energy usage. Power factor correction (PFC) and smart inverters stabilize voltage and frequency, preventing power disruptions and ensuring a smooth electricity supply. This benefit is crucial for industries and businesses that rely on uninterrupted power, reducing downtime and improving operational efficiency. ESS also supports seamlessly integrating renewable energy sources such as solar and wind power. Renewable energy generation is often inconsistent due to weather conditions, but ESS mitigates this challenge by storing surplus energy and making it available when needed. It enhances the reliability of renewable power systems and reduces dependency on fossil fuels, contributing to a cleaner and more sustainable energy mix. By enabling better utilization of renewable resources, ESS promotes decarbonization and helps achieve APAC's carbon reduction targets. How Does ESS Transform Renewable Energy and Electric Vehicle Infrastructure? ESS plays a vital role in developing electric vehicle (EV) charging infrastructure. As the adoption of EVs continues to rise in the APAC region, there is an increasing need for fast-charging stations that do not strain the power grid. ESS-equipped charging stations optimize energy distribution by drawing power during off-peak hours and supplying it during high-demand periods. It reduces grid dependency and ensures efficient energy management. Vehicle-to-grid (V2G) technology allows EVs to act as mobile energy storage units, supplying power back to the grid when required. Another major benefit of ESS is its contribution to cost savings in industrial and commercial applications. Businesses that rely on a stable power supply can use ESS as a backup power source during outages, minimizing disruptions and reducing reliance on expensive diesel generators. By storing electricity when rates are low and using it when prices peak, ESS helps businesses lower their energy costs. This economic advantage makes ESS a valuable investment for companies in APAC looking to optimize their power consumption while maintaining sustainability goals. ...Read more