Electronics Manufacturing Technical Articles

Electronics Manufacturing Technical Articles

Papers and articles related to SMT, PCB & EMS industry.


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1878 SMT / PCB Assembly Related Technical Articles

Cost of Laser Cut Polyimide

Nov 04, 2024 | A-Laser

The factors involved that effect the cost of laser cutting polyimide....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Advantages of Flexible Graphite Gaskets

Nov 04, 2024 | A-Laser

What is flexible graphite and the advantages of using this material for gaskets....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

CO2 vs Fiber vs UV for Aerospace

Oct 30, 2024 | A-Laser

The difference between the three laser systems in processing for the aerospace industry....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Peek Precision Parts and How Applied to Critical Industries

Oct 29, 2024 | A-Laser

How PEEK is used in the medical industry....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Can You Laser Cut FR4?

Oct 29, 2024 | A-Laser

Reviews the laser technology used for cutting FR4 material...

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

The Importance of Copper Pour in PCB Design and Manufacturing

Oct 26, 2024 | PCB Power

Copper pour is an essential design element in printed circuit boards (PCBs) that enhances thermal management, signal integrity, and electrical grounding. It involves filling unused areas on the board with copper, connecting them to power or ground planes. This feature helps manage heat dissipation, minimizes electromagnetic interference (EMI), and provides stable electrical grounding for complex circuits. While copper pour offers significant benefits, improper implementation may lead to manufacturing challenges like warping or soldering difficulties. This article explores the advantages of copper pour, the potential challenges, and how PCB Power integrates this design feature to optimize performance and durability. With advanced manufacturing processes, PCB Power ensures seamless copper pour integration for prototypes and large-scale production, offering turnkey PCB solutions for various industries....

Publisher: PCB Power Market

PCB Power Market

PCB Power Inc is a Printed Circuit Board manufacturer in California, the United States of America focusing on high-quality quick turn prototype and small production runs.

Ahmedabad, , California, USA

Consultant / Service Provider

How to Laser Cut Molybdenum

Oct 24, 2024 | A-Laser

The techniques used for laser cutting molybdenum....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Medical Laser Cut Stents

Oct 22, 2024 | A-Laser

Reviews what stents are and how laser manufacturing has been a source for this technology....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Choosing the Right Depanel Method

Oct 22, 2024 | A-Laser

Reviews the different methods used to depanel and what would work best for your project....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Preserving Wire Integrity: Preventing Damage During Insulation Stripping

Oct 16, 2024 | Laser Wire Solutions

Avoid wire damage during insulation stripping by selecting the right tools, controlling force, minimizing heat generation, and protecting wires from chemicals....

Publisher: Laser Wire Solutions

Laser Wire Solutions

We manufacture evidence-based laser wire stripping solutions that automate processes to reduce scrappage and increase yield for our customers.

Pontypridd, United Kingdom

Manufacturer

Electronic Components Distributor With Top-Tier Quality Assurance Processes | LoveChip

Oct 12, 2024 | LoveChip

With robust quality controls and a commitment to continuous improvement, LoveChip Semiconductor is dedicated to providing the highest quality products and services. The company believes that by continually enhancing its products and services, it can excel in a competitive market....

Publisher: LoveChip Semiconductor Co., Limited

LoveChip Semiconductor Co., Limited

World-Class Electronic Components Distributor - LoveChip Expert In Supply Chain Services For Scarce Electronic Components

HongKong, Hong Kong

Distributor

Laser Costs Explained

Oct 09, 2024 | A-Laser

What are the variables to determining laser cutting costs?...

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Laser Cutting Silicone

Oct 07, 2024 | A-Laser

The techniques, process and challenges to laser cutting silicone....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Laser Cutting Gold

Oct 07, 2024 | A-Laser

The challenges of laser cutting gold material and the laser process....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Laser Cut Copper

Oct 01, 2024 | A-Laser

Discusses the technology and process for laser cutting copper....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Innovation Through Iteration

Sep 30, 2024 | A-Laser

A brief article about the research and development process....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Kapton Tape

Sep 30, 2024 | A-Laser

Article information on what Kapton tape is and how different industries utilize it....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Calculating Laser Manufacturing Costs.

Sep 25, 2024 | A-Laser

Reviews the factors involved in determining the cost of laser cut projects....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Brass-The Process and Challenges of Laser Cutting

Sep 24, 2024 | A-Laser

Reviews the laser technology used to cut brass and hurdles that need tp be overcome....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Applications of Precision Parts in Critical Industries

Sep 23, 2024 | A-Laser

Reviews how precision parts are applied for critical uses....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Applications of Precision Parts in Critical Industries

Sep 23, 2024 | A-Laser

Reviews how precision parts are applied for critical uses....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Applications of Precision Parts in Critical Industries

Sep 23, 2024 | A-Laser

Reviews how precision parts are applied for critical uses....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

High Voltage Vanquished and Laser Depaneling

Sep 19, 2024 | A-Laser

What steps are taken to ensure ESD safety for laser depanel process....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Hi-Tech Gadgets

Sep 16, 2024 | A-Laser

Discusses innovation and culture at A-Laser...

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Health Related Images

Sep 16, 2024 | A-Laser

How my photography hobby has helped better my health...

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

C02 vs Fiber vs UV Lasers for Aerospace Parts

Sep 10, 2024 | A-Laser

A review of laser technologies CO2, Fiber and Ultraviolet used to manufacture components for the aerospace industry....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Exercise Your Empathy

Sep 09, 2024 | A-Laser

Reviews the ways one can be more empathetic in work and in business relationships....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Exploring 3D Printing

Sep 09, 2024 | A-Laser

How curiosity and exploration of new technology and creation moves us business forward....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Kapton-Uses and Applications

Sep 04, 2024 | A-Laser

Reviews Kapton material and how it is laser cut and applications supported....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

PREDICTING PRINTED CIRCUIT BOARD DELAMINATION

Sep 03, 2024 | TA Instruments

PROBLEM: Delamination or separation of the layers in printed circuit boards during the manufacturing process (particularly wave soldering) is a leading cause of product failure. Hence, there is the need for a quick test which can predict failure before production

...

Publisher: TA Instruments

TA Instruments

TA Instruments is the world leader in manufacturing industry-leading systems for thermal analysis, rheology, microcalorimetry and mechanical analysis. We offer innovative and reliable instruments that help scientists in ...

New Castle, USA

Manufacturer

Chemical Etching Vs Laser Milling

Sep 03, 2024 | A-Laser

The differences between chemical etching and laser milling are compared....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Examine, Experience, Explore.

Sep 03, 2024 | A-Laser

An article on the stages of being an engineer....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Common failure mechanisms in conformal coating: Delamination

Sep 02, 2024 | SCH TTechnologies

In conformal coating, there are several mechanisms that cause failure of printed circuit boards (PCBs). In a series of technical bulletins SCH will examine the common failure mechanisms in conformal coating including capillary flow, delamination, cracking, loss of adhesion, dewetting, corrosion, orange peel, pinholes, bubbles and foam....

Publisher: SCH Technologies

SCH Technologies

SCH Technologies offers a range of conformal coating solutions including global subcontract conformal coating and parylene services, equipment & systems,conformal coatings, consultancy & training.

Barnsley, United Kingdom

Consultant / Service Provider, Distributor, Manufacturer, Manufacturer's Representative

Controlling Moisture during Inner layer Processing

Sep 02, 2024 | John A. Marshall

The conversion to higher temperature "Lead Free" assembly reflow conditions has created an increased awareness that entrapped or absorbed moisture is a frequent root cause of thermally induced delamination at assembly reflow. There are two connected failure modes from entrapped moisture; incomplete resin cross-linking resulting in premature resin decomposition and also severe Z axis expansion from "explosive vaporization of the entrapped moisture at elevated temperatures at assembly reflow". Ultimately, both result in delamination failure. Other papers have shown the negative effects of entrapped moisture before lamination including delamination, red color, reduced thermal reliability and increased high speed signal loss. In this paper, various materials were tested for moisture sensitivity during lamination. Tests were performed at varying lamination conditions including a pre-vacuum step and "kiss" step. Pressure and cure temperature parameters were evaluated for minimizing or eliminating the effect of trapped moisture. Also included are the results of inner layer moisture removal baking conditions and their effect on peel strength and thermal reliability....

Publisher: MacDermid, Inc.

MacDermid, Inc.

A global diversified specialty chemicals company focused on providing innovative solutions across several large and growing end-markets that enhance the products of everyday life.

Waterbury, Connecticut, USA

Manufacturer

Pb-Free Reflow, PCB Degradation, and the Influence of Moisture Absorption

Sep 02, 2024 | Kerin O'Toole, Bob Esser, Seth Binfield, and Craig Hillman, and Joe Beers

The cracking and delamination of printed circuit boards (PCB) during exposure to elevated thermal exposure, such as reflow and rework, have always been a concern for the electronics industry. However, with the increasing spread of Pb-free assembly into industries with lower volume and higher complexity, the occurrence of these events is increasing in frequency. Several telecom and enterprise original equipment manufacturers (OEMs) have reported that the robustness of their PCBs is their number one concern during the transition from SnPb to Pb-free product. Cracking and delamination within PCBs can be cohesive or adhesive in nature and can occur within the weave, along the weave, or at the copper/epoxy interface (see Figure 1). The particular role of moisture absorption and other PCB material properties, such as out of plane expansion on this phenomenon is still being debated....

Publisher: DfR Solutions (acquired by ANSYS Inc)

DfR Solutions (acquired by ANSYS Inc)

DfR Solutions has world-renowned expertise in applying the science of Reliability Physics to electrical and electronics technologies, and is a leading provider of quality, reliability, and durability (QRD) research and consulting

College Park,

Consultant / Service Provider

Understanding and optimizing delamination/recycling of printed circuit boards using a supercritical carbon dioxide process

Sep 02, 2024 | Sriya Sanyal, Qingdi K , Yuan Zhang, Thao Ngo, John Carrell, Hongchao Zhang, Lenore L. Dai

A printed circuit board (PCB) is an integral component of any electronic product and is among the most challenging components to recycle. While PCB manufacturing processes undergo generations of innovation and advancement with 21st century technologies, the recycling of PCBs primarily employs 1920's shredding and separation technologies. There is a critical need for alternative PCB recycling routes to satisfy the increasing environmental demands. Previous work has developed an environmentally benign supercritical fluid process that successfully delaminated the PCB substrates and separated the PCB layers. While this work was successful in delamination of the PCB substrates, further understanding is needed to maximize the interactions between the supercritical fluid and PCB for an optimal processing scenario. As such, this research presents an exploratory study to further investigate the supercritical fluid PCB recycling process by using supercritical carbon dioxide and an additional amount of water to delaminate PCB substrates. The focus of this study is to test delamination success at low temperature and pressure supercritical conditions in comparison to the previous studies. Furthermore, material characterization methods, such as differential scanning calorimetry, dynamic mechanical analysis, and Fourier transform infrared spectroscopy, are included to study the delaminating mechanisms. Results from the recycling process testing showed that the PCB substrates delaminated easily and could be further separated into copper foils, glass fibers and polymers. Surprisingly, the material characterization suggested that there were no significant changes in glass transition temperature, crosslink density, and FTIR spectra of the PCBs before and after the supercritical fluid process....

Publisher: Arizona State University

Arizona State University

Continued strength Our faculty, students and staff have redoubled their collaborative efforts to strengthen, grow and broaden the programs in the School of Electrical, Computer and Energy Engineering. The school's continued streng

Tempe, Arizona, USA

Research Institute / Laboratory / School

On Oreology, the fracture and flow of "milk's favorite cookie® "

Aug 29, 2024 | Crystal E. Owens, Max R. Fan, A. John Hart, and Gareth H. McKinley

The mechanical experience of consumption (i.e., feel, softness, and texture) of many foods is intrinsic to their enjoyable consumption, one example being the habit of twisting a sandwich cookie to reveal the cream. Scientifically, sandwich cookies present a paradigmatic model of parallel plate rheometry in which a fluid sample, the cream, is held between two parallel plates, the wafers. When the wafers are counterrotated, the cream deforms, flows, and ultimately fractures, leading to separation of the cookie into two pieces. We introduce Oreology (/Oriːˈɒl@dʒi/), from the Nabisco Oreo for "cookie" and the Greek rheo logia for "flow study," as the study of the flow and fracture of sandwich cookies. Using a laboratory rheometer, we measure failure mechanics of the eponymous Oreo's "creme" and probe the influence of rotation rate, amount of creme, and flavor on the stress–strain curve and postmortem creme distribution. The results typically show adhesive failure, in which nearly all (95%) creme remains on one wafer after failure, and we ascribe this to the production process, as we confirm that the creme-heavy side is uniformly oriented within most of the boxes of Oreos. However, cookies in boxes stored under potentially adverse conditions (higher temperature and humidity) show cohesive failure resulting in the creme dividing between wafer halves after failure. Failure mechanics further classify the creme texture as "mushy." Finally, we introduce and validate the design of an open-source, three-dimensionally printed Oreometer powered by rubber bands and coins for encouraging higher precision home studies to contribute new discoveries to this incipient field of study...

Publisher: Massachusetts Institute of Technology

Massachusetts Institute of Technology

The Massachusetts Institute of Technology is a private land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern technology and science, and is one of t

Cambridge, Massachusetts, USA

Research Institute / Laboratory / School

The Benefits of Laser Cutting Brackets

Aug 28, 2024 | A-Laser

The article reviews the applications of brackets and how industries require more precision. Laser technology has great options and capabilities....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Laser Cutting Aluminum

Aug 26, 2024 | A-Laser

An article highlighting the laser industry in cutting aluminum materials. What type of systems used....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Can You Laser Cut FR4?

Aug 26, 2024 | A-Laser

Laser Technology being used to cut FR4 material and what are the applications of....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

A-Laser Relocation Announcement

Aug 20, 2024 | A-Laser

Industry announcement of our present location...

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Thermal Interface Materials Drive Electronic Innovation

Aug 20, 2024 | GPD Global

Thermal interface materials (TIMs) play a pivotal role in ensuring efficient thermal management by facilitating heat transfer between heat generating components and heat-dissipating devices...

Publisher: GPD Global

GPD Global

A Manufacturer of High Quality, Precision, Automated Fluid Dispensing and Conformal Coating Systems, SMT Cover Tape Peel Tester and Lead Forming machines for through-hole component preparation.

Grand Junction, Colorado, USA

Manufacturer

Underfill Materials Dispensing in Electronics Manufacturing Applications

Aug 20, 2024 | GPD Global

In electronics manufacturing, 'Underfill' refers to a material that is applied to fill the gap between a semiconductor device, such as flip-chip assemblies, Ball Grid Arrays (BGA), or Chip Scale Packages (CSP), and the substrate, such as a PCB or flex circuit....

Publisher: GPD Global

GPD Global

A Manufacturer of High Quality, Precision, Automated Fluid Dispensing and Conformal Coating Systems, SMT Cover Tape Peel Tester and Lead Forming machines for through-hole component preparation.

Grand Junction, Colorado, USA

Manufacturer

How A-Laser Helped Cardica- Medical Device Support

Aug 19, 2024 | A-Laser

Article review how the process of cooperation and manufacturing support took Cardica to production level successfully....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

9 Ways to Cut Titanium

Aug 19, 2024 | A-Laser

Article discussing different ways and methods used to cut titanium...

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

6 Ways to Cut Stainless Steel

Aug 16, 2024 | Abby Young

What are different ways to cut stainless steel?...

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

3D Printing – A Next Generation Presentation Tool

Aug 16, 2024 | A-Laser

Many engineers have a common frustration. Explaining the workings of some mechanism over a phone call or whilst sitting in a meeting without being hands-on with the product. Does the following sound familiar?...

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

10 Things You Might Not Know About Laser Cutting

Aug 15, 2024 | A-Laser

A list of information about laser cutting technology that you might not be aware of....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

What Tolerances Can You Hold-Laser Cutting Information

Aug 15, 2024 | A-Laser

Reviews laser cutting technology in respect to the tolerances that can be held using this technology....

Publisher: A-Laser, Inc.

A-Laser, Inc.

Custom laser cutting services and precision parts manufacturing.

Milpitas, California, USA

Consultant / Service Provider, Manufacturer

Automated data integration in manufacturing - SMT

Aug 08, 2024 | Eyal Kaufman

Improve SMT quality and efficiency by AI Automated data integration

The SMT stage in electronics manufacturing is the most complex one.  High levels of automation are required as well as technical know-how. Success in the SMT process will insure:

  • Reliable products 
  • High yield 
  • Manufacturing efficiency

 

Failure to establish a good SMT process results in:

  • Products of poor quality with a high rate of customer returns
  • Low yield and low production capacity
  • Additional labor and component costs  

In general, companies focus on setting up a good SMT system by focusing mainly on the testing equipment (AOI, SPI, ICT, Flying Problem, visual inspection, etc)

Do you think focusing on feedback from test equipment is enough? According to our experience with hundreds of  SMT lines, 95% of companies still struggle with achieving an efficient SMT process. What are the main causes of poor SMT processes? There are three main reasons:

  1. Bad design for manufacturability. 
  2. Wrong set up of the SMT process (machines, oven and solder paste). 
  3. Bad components (out of SPEC, fake, defective and so on). 

Despite the importance of the above three causes, the most effective means of setting up a successful SMT process comes from a different perspective:

We can only significantly improve SMT if we can unify all data from each stage and correlate the causes and problems quickly and accurately, creating a complete end-to-end control system.

Could this be possible? In SMT, how can we unify and correlate the various data sources if they are all compiled and stored differently?

Using Artificial Intelligence (AI) technology, automate the SMT process by correlating and analyzing every type of SMT data.

Artificial intelligence can be a significant benefit to the manufacturing industry. SMT process control can be integrated into a holistic end-to-end process to:

  • Increase yield and capacity. 
  • Improve the reliability and quality of the assemblies. 
  • Predict failures 
  • Reduce waste loss
  • Make better decisions and enhance the quality of manufacturing processes.

AI technology has solved IT teams’ biggest challenge: synchronizing all data from all plants. Machine data, sensor data, manual data, or any other data gathered from multiple sources can be processed by artificial intelligence that runs multivariable algorithms for big data from different locations to optimize operations.

SMT yield and quality can be improved more quickly by using artificial intelligence to correlate the diagnostics of the process. Monitoring, diagnosing, and tracing data will prevent faulty solder joints, defects, and costly repairs. By automating and optimizing the entire SMT process with AI, a more intelligent inspection can be achieved.

smt quality
The use of artificial intelligence to improve SMT yield and quality

QualityLine AI Analytics- Specialized for SMT process

As an expert system for the electronics manufacturing industry, QualityLine has a module devoted to the analytics of SMT processes. Using its automated AI data integration module, the system can integrate pick & place, AOI, flying probe, SPI, ICT and repair/rework data. Using QualityLine, data from multiple sources can be integrated into a unified, digital twin database to optimize SMT manufacturing efficiency and product quality.

...

Publisher: QualityLine

QualityLine

QualityLine's AI manufacturing Analytics and automated data integration maximizes manufacturing efficiency and product quality as it continuously collects the entire manufacturing data into a unified digital twin database. Data so

Kiryat-Gat, Israel

Consultant / Service Provider

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