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Four analytics areas for manufacturers to emphasize
Operational improvement can be met by digging into each step of the equipment's timing, accuracy and causes of process step disruption by analyzing the raw data.
Improving sustainability with advanced analytics applications
Three case studies demonstrate the ways process manufacturers are leveraging their advanced analytics applications to promote sustainable operations and business practices.
Top 5 Control Engineering content: September 19-25, 2022
The most-viewed content from the past week covered 2022 engineering leaders under 40, advanced analytics applications, sustainability, automation safety and more.
Using advanced analytics applications to improve sustainability
Case studies show how process manufacturers leverage data insights to proactively monitor key performance indicators (KPIs), reduce emissions and improve energy efficiency.
Managing manufacturing information with data cleansing
实现数据科学与分析技术by using data cleansing can help companies in areas such as quality, efficiency and cost reduction.
The electric steel dilemma and its impact on motor vendors
Because of the increased demand for electric steel, it is difficult for vendors to acquire the necessary goods to complete their productions.
Data warehousing provides more than analytics benefits
数据仓库系统是专门设计的to perform well under significant strain and demand while giving users access to the information they need.
Building on analytics foundations to improve operations
Advanced data acquisition methods enable the newest generation of operational analytics.
Manufacturing technology orders pass $500 billion for second straight month
April 2022 orders of manufacturing technology totaled $513.4 million, the second month in a row surpassing half a billion dollars.
Advanced analytics improve process optimization
Success stories show how advanced analytics software is used to create insights and improve process efficiency. See three use case examples.
Electronic system design industry reports double-digit revenue growth
A SEMI technology community announces an increased revenue of 14.4% to $3.4 billion in Q4 2021 in the electronic system design industry.
Manufacturing technology orders up more than 30% YOY
Strong consumer demand drove continued investments in manufacturing technology in all stages of the supply chain, leading to more than $400 million in manufacturing orders.
Improving maintenance operations with data analytics
Increase reliability by planning and integrating analytics using Big Data that’s already being collected during maintenance operations. See five steps to implementing data analytics in maintenance operations.
Benefits of developing a security awareness program
Creating a strong metrics framework for a security awareness program can help companies identify what matters and how to protect themselves.
Creating value from advanced analytics to improve operations
Advanced analytics applications are a key component as power generation, transmission, and distribution companies advance on their digital transformation journeys.
Top 5 Control Engineering articles December 20-26, 2021
Articles about advanced analytics allowing engineers and data scientists to work together, and accelerating digital twin technology adoption were Control Engineering’s five most clicked articles from December 20-26, 2021. Miss something? You can catch up here.
Getting the most value from a facility’s data
Companies are turning to their information technology (IT) departments to leverage and gain insights on the large amounts of data being generated.
Advanced analytics allows engineers and data scientists to work together
Empowering engineers to interact directly with data, often using algorithms developed by data scientists, accelerates time to insight.
How to expand analytics capabilities
Increasing adoption of analytics bridges the gap between process experts and data scientists, encouraging manufacturing collaboration
Exploit IIoT to improve operations
Off-the-shelf IIoT solutions use intelligent routers and associated cloud services
Five steps to select predictive analytics software
Industrial organizations benefit from predictive analytics; engineers can use this advice to select the best predictive analytics solution for their operations.
Your questions answered: Current issues in industrial analytics
Mike Malone, principal process engineer at Toray Plastics America, answered additional webcast questions about data engineering and machine learning as they relate to analytics.
Industrial analytics from the edge up
Industrial manufacturers are using edge controllers and industrial PCs (IPCs) to implement practical analytics initiatives from the edge up, instead of from the enterprise down.
Securing smart manufacturing and workforce confidence
The importance of real-time IT/OT data access when it comes to improving efficiency and productivity.
3 data analysis tips: Adapt data, leverage employee skills, innovate
Industry 4.0 requires an appropriate use of data structures, people skills and analytic tools.
How raw data is made ready for applying analytics
Subject matter experts best positioned to judiciously transform process data for analysis
Most-viewed university articles in 2019
The most-viewed articles from university sources included stories on drag-and-drop analytics, robotic actuators, nanocrystals, and prolonging power plant life with AI. Links to each article below.
Interoperability and how to sustain it
Vocabulary and concepts for the age of analytics
Evolution of modern manufacturing: more data
Automation future: The Industrial Internet of Things (IIoT) and Industry 4.0 are widely known concepts, have not been widely adopted. On the way, physical device data connectivity can increase information flow to add efficiency, eliminate errors and increase uptime
Optimizing asset performance in refineries
Advanced analytics use machine learning to simplify user experience, generate process data insights.
Basic steps to take when applying analytics processing
Upstream oil & gas operations improved using data analytics.
Global low-voltage motor market bounces back
Oil & gas revenue increases lead 4% sector growth according to a report from IHS Markit.
PMI jumps 1.6 percentage points in November
New orders climb and business expands even as tariffs, worker issues remain.
Advanced algorithms for analytics on the edge
Substantial computing power in modern industrial PCs and cloud bandwidth considerations make the case to analyze machine performance directly on controllers, before the cloud.
Implementing a cybersecurity strategy for cloud-based SCADA
It’s critical to have the proper framework and cybersecurity measures in place to help prevent cyber attacks for cloud-based deployments of supervisory control and data acquisition (SCADA) systems.
