-
- News
- Books
Featured Books
- smt007 Magazine
Latest Issues
Current IssueBox Build
One trend is to add box build and final assembly to your product offering. In this issue, we explore the opportunities and risks of adding system assembly to your service portfolio.
IPC APEX EXPO 2024 Pre-show
This month’s issue devotes its pages to a comprehensive preview of the IPC APEX EXPO 2024 event. Whether your role is technical or business, if you're new-to-the-industry or seasoned veteran, you'll find value throughout this program.
Boost Your Sales
Every part of your business can be evaluated as a process, including your sales funnel. Optimizing your selling process requires a coordinated effort between marketing and sales. In this issue, industry experts in marketing and sales offer their best advice on how to boost your sales efforts.
- Articles
- Columns
Search Console
- Links
- Events
||| MENU - smt007 Magazine
Book Excerpt: The Printed Circuit Assembler’s Guide to Smart Data, Chapter 1
December 30, 2020 | Sagi Reuven and Zac Elliott, Siemens Digital Industries SoftwareEstimated reading time: 2 minutes
Chapter 1: The Benefits and Challenges of Collecting Big Data
Accurate data is required to adjust processes and to ensure quality over time. This is difficult because not all data is in the same format, and not all sensors perform the same over time. How do you know what the best data to collect is and how to filter out the junk data from useful or smart data? This is not an easy task when the interfaces to data collection sources are complex, and they do not speak the same language, often requiring the vendor’s help to get data out of the machine and then spending time normalizing the data to turn it into something useful. This is a challenge for companies trying to set up a custom data collection system themselves.
High-tech manufacturing processes generate huge amounts of data. However, approximately 70% of that data is not used, according to research at MIT, either because it has not been collected or because of the lack of a platform that will use the data in an intelligent manner to drive informed business decisions.
The Benefits of Using Data
One of the key benefits of using data effectively is boosting prediction accuracy, and this requires a deep understanding of the data and domain expertise. It also requires access to the data in the first place, and not all companies are willing to give that up. When this is the case, many companies commit R&D resources to figure out how to do it.
Companies can differentiate themselves from their competition with intelligent, responsive, and supportive productization. Those that more effectively balance customization with complexity costs can generate organic sales growth and profit margins significantly higher than their industry peers.
Businesses can appeal to consumers by providing a product that matches or comes close to their ideal product while allowing producers to utilize improved workflows and technology to maintain high output and obtain cost savings compared to a pure mass production environment.
Smart manufacturing supports mass customization by providing insight on production efficiency, equipment usage, and status across the entire value chain. By eliminating silos of information and enabling the sharing of data, businesses can dramatically shorten NPI cycles and time to market.
Digital innovation and adoption of smart manufacturing strategies will also give businesses greater adaptability by providing better control and visibility into their supply chain and optimizing their capacity to build more products, faster and with profitable growth.
To download this free eBook, published by I-Connect007, click here.
To view the entire I-Connect007 eBook library, click here.
Other related content
I-007e Micro Webinar: Implementing "Digital Twin" Best Practices From Design Through Manufacturing
Realtime with I-Connect007 Roundtable: Siemens and Computrol: Achieving Operational Excellence in Electronics Manufacturing
I-Connect007 Column: Lean Digital Thread, from Sagi Reuven, Siemens Digital Industries Software
Suggested Items
Latest Test and Inspection Solutions from GOEPEL electronic at SMTconnect 2024
04/29/2024 | GOEPEL electronicGOEPEL electronic will be demonstrating automated test and inspection equipment at SMTconnect, taking place in Nuremberg from June 11 to 13, 2024.
SIA Commends CHIPS Act Incentives for Micron’s Manufacturing Projects in New York and Idaho
04/29/2024 | SIAThe Semiconductor Industry Association (SIA) today released the following statement from SIA President and CEO John Neuffer applauding semiconductor manufacturing incentives announced by the U.S. Department of Commerce and Micron.
Real Time with… IPC APEX EXPO 2024: Tools, Training, and Trends in Manufacturing Engineering
04/25/2024 | Real Time with...IPC APEX EXPOGuest Editor Kelly Dack and Product Specialist Erik Bateham of Polar Instruments discuss Polar's latest technology, including their role in aiding manufacturing engineers. They highlight the advanced capabilities of Polar's tools and the critical role of signal integrity analysis, as well as the importance of accurate modeling in board manufacturing. Polar's unique training approach and demonstration contact details are also explored.
TTM Celebrates the Grand Opening of Its First Manufacturing Facility in Penang
04/25/2024 | TTM Technologies, Inc.TTM Technologies, Inc., a leading global manufacturer of technology solutions including mission systems, radio frequency (RF) components and RF microwave/microelectronic assemblies, and quick-turn and technologically advanced printed circuit boards (PCBs), officially opened its first manufacturing plant in Penang, Malaysia with an investment of USD200 million (approximately RM958 million).
Listen Up! The Intricacies of PCB Drilling Detailed in New Podcast Episode
04/25/2024 | I-Connect007In episode 5 of the podcast series, On the Line With: Designing for Reality, Nolan Johnson and Matt Stevenson continue down the manufacturing process, this time focusing on the post-lamination drilling process for PCBs. Matt and Nolan delve into the intricacies of the PCB drilling process, highlighting the importance of hole quality, drill parameters, and design optimization to ensure smooth manufacturing. The conversation covers topics such as drill bit sizes, aspect ratios, vias, challenges in drilling, and ways to enhance efficiency in the drilling department.