Q&A: How Many Iterations Do You Recommend for Scaling From a Prototype to Mass Production?

Here’s a question we answered in the Interrupt Slack channel after the From Concept to Launch: What It Takes to Build and Ship a New Device panel discussion. We’re sharing the answer on our blog to make it available to a wider audience. "" Quote  Starting from “I have a working MVP”, how many iterations …

Secondary Uses of Manufacturing Tests

31 May 2023 by Phillip JohnstonManufacturing tests and manufacturing firmware aren’t only useful on the production line. Your test stations, test scripts, and firmware can be leveraged to support additional activities without further burdening your software team. Here are additional uses to consider: Collecting Design Data Repair, RMA, and EFFA Processes Reliability Testing Certification Support Quality Assurance Collecting Design Data Your manufacturing tests are a prime data collection resource, and you should take advantage of that. You can get design data for every unit that you build. This allows you to look at performance/behavioral characteristics and distributions across your entire …

Basic Manufacturing Test Process

31 May 2023 by Phillip JohnstonManufacturing test flows are unique to every device, but there is a common, basic pattern that can be used as a foundation to build from. Basic Test Flow Testing is often broken into two distinct “sections” on the manufacturing line: Board-level testing (“SMT”) Assembled device (“FATP” for “Final Assembly, Test, and Packout”) SMT After SMA, PCBs are typically flashed with manufacturing firmware as a complete “panel” or as individual PCBs. At this time, basic information is provisioned, such as a PCB serial number. Following flashing, the PCBs will go through one or more test steps. …

Manufacturing Devices

31 May 2023 by Phillip Johnston • Last updated 14 March 2024We don’t just design the software and hardware for an embedded device – we need to figure out how to build and sell them at scale, too. This entry collects all of our resources related to the manufacturing process. Table of Contents: Sub-topics Concepts Templates Recommended Reading/Viewing Embedded Artistry Articles on Manufacturing Devices Sub-topics New Product Introduction Process Manufacturing Test Manufacturing Firmware Provisioning Design for Manufacturing Concepts Crash Course on Manufacturing Yield Additional Manufacturing Reporting Concepts Templates Embedded Artistry’s Development Build Inventory Templates for SMA and FATP Test Issue …

Case Study: 737 MAX Electrical Grounding Issues

8 June 2021 by Phillip Johnston On 9 April, Boeing announced that it notified 16 airlines and the U.S. Federal Aviation Administration (FAA) of a potential electrical grounding problems with the backup power control unit, the storage rack the power control unit is mounted in, and the main instrument panel. In response to this announcement, active aircraft were pulled out of service. The FAA released an airworthiness directive describing the problem and its consequences: Degradation of bonds essential for the electrical grounding of equipment, if not addressed, could affect the operation of certain systems, including engine ice protection, and result …

Embedded Artistry’s Development Build Inventory Templates for SMA and FATP

If you are building an embedded hardware product, it is important that you keep careful track of parts and materials needed for your engineering development builds. This is essential even if you are already using a well-managed BOM. Development builds should be scheduled such that all materials are ready and QA’d to allow for the shortest, …

The Problem of Electronic Waste

We found ourselves reflecting on our lives and the state of the world during the SARS-CoV-2 Pandemic. We’ve become increasingly appalled by the amount of waste we personally and communally generate, and even more so, by the electronic waste (e-waste) that our industry generates.

Table of Contents:

  1. The Problem of E-Waste
  2. Addressing E-Waste as Engineers
  3. A Deeper Look at Electronic Waste’s Impact
  4. Further Reading

The Problem of E-Waste

In 2019, the UN reported that we are producing a “tsunami of e-waste”, around 50 million tons of e-waste a year. The UN projects an increase to 120 million tons of e-waste generated yearly by 2050 if we don’t change the current trend. Unsurprisingly, smart phones and computers make up largest portion of e-waste. In the United States, there were an estimate of 100 million discarded cell phones in 2005, and 150 million in 2010. Given the constant yearly releases and biennial phone upgrade cycle, we expect this trend to continue.

Under 20% of our e-waste is actually recycled. The e-Trash Transparency Project has been keeping tabs on the problem by placing GPS-based tracking devices into old electronics. They repeatedly find that much of our e-waste is illegally exported or dumped, often by the electronics recyclers we trust. E-waste recycling isn’t cheap, and often recycled material is more expensive than raw materials. Rather than properly processing these devices, many simply resell the material to regions such as Agbogbloshie, Ghana, Delhi, India, and Guiyu, China. In these places, “processing” simply involves burning piles of cell phones to extract useful materials.

We poison these regions by dumping our electronic junk there, just as we poison our own lands and people with improper local disposal. Electronics are produced with many harmful elements such as lead, cadmium, arsenic, chromium, and mercury. These materials pollute the air, water, and soil. Combusting e-waste is especially harmful, as it creates fine particulate pollution that causes heart and lung diseases. They cause irreversible physiological damage and retard child development.

A chart of health-risks associated with substances found in e-waste, from Not In Our Backyard: Computer waste and Engineering Ethics, by Marilyn Dryud.

Improper e-waste recycling also causes significant resource loss for rare earth metals like copper and gold. According to the UN, “As much as 7% of the world’s gold may currently be contained in e-waste, with 100 times more gold in a tonne of e-waste than in a tonne of gold ore.” The EPA states that “for every million cell phones we recycle, 35 thousand pounds of copper, 772 pounds of silver, 75 pounds of gold and 33 pounds of palladium can be recovered.” While recovering these metals often requires the use of toxic chemicals such as mercury and cyanide, teams are also working on efforts for extracting metals (such as gold) without the use of these harmful chemicals.

Addressing E-waste as Engineers

The e-waste our industry creates is a real problem. Engineers are responsible for this waste (as are others), and it is our duty to help address these problems. We have both helped produce hundreds of millions of electronic devices, and we must painfully face our own responsibility in helping create this problem. We do not want our community, our bodies, or our kids to be poisoned by pollution of any kind. It is no more excusable to poison the land and people in another country.

The question remains: what can we do? We cannot become luddites. We also cannot remain ignorant to the problems that our industry creates. Like all of our societal problems, this problem is much bigger than any individual. Yet, as the old proverb says: “If we don’t change our direction, we are likely to end up where we are headed.”

The following list is how we plan to contribute to the reduction of e-waste. We’d love to hear and share your ideas as well!

  • Fight against the “planned obsolescence” virus. Design products for longevity. Planned obsolescence is not a business strategy that we will support.
  • Support the Right to Repair, and increase the reparability and serviceability of the products we build.
  • Voluntarily comply with RoHS standards even when we are not required to. RoHS aims to:
    • Reduce the buildup of environmentally-harmful waste in landfills
    • Protect manufacturing workers and recyclers from potential poisoning
    • Achieve these goals by restricting specific metals and compounds
  • Vote with our feet and become selective about the projects we work on, ensuring they comply with our standards
  • Be willing to pay for electronics recycling through proper channels, rather than looking for “free” recyclers who end up illegally exporting or dumping our e-waste. Look for certified e-Stewards, the most rigorous standard for recyclers, who must adhere to international law on trade in hazardous waste.
  • Ask ourselves, as Marylin Dryud highlights: “To initiate solutions, the international engineering community must first examine design: why do electronic products include such potentially damaging materials?” What can we do as engineers about our answers?

As Dr. Jane Goodall says, “Remember that you make a difference every single day.” When we all start making better, more ethical choices, we move toward a better world. We hope you will join us and choose to make a difference, no matter how small you perceive it to be. Every individual matters.

A Deeper Look at Electronic Waste’s Impact

Perhaps you remain unconvinced that we must worry about electronic waste. Not In Our Backyard: Computer waste and Engineering Ethics, while published in 2004, provides us with a stark look at the impact of electronic waste. There have been some improvements to date, but not significant enough to overturn the information described below.

  • This paper, however, focuses only on computer waste [PJ: so the problem is much bigger than outlined here!]
  • The problem is huge and growing. In the US, for example, individuals, businesses, and governmental/non-governmental agencies discard about 136,000 PCs daily – more than 10,000 a week from the federal government alone– totaling some 250 million units annually.
  • They are, however, psychologically obsolete, as the life of a PC has deceased from five years in 1997 to two currently
  • Less than 10% are recycled, and, of those, most are destined for disassembly in third world countries. In fact, about 80% of “recycling” efforts in the US consist of exporting e-waste abroad
  • Computers are considered hazardous waste because they contain 34 distinct toxic substances
  • Discarded electronics account for about 40% of lead in US landfills.
  • Cadmium is used as a plastics stabilizer and can also be found in older CRTs. In newer computers, it is used in SMD chip resistors, semiconductors, rechargeable batteries, and infrared detectors
  • About 22% of the world’s annual consumption of mercury is for electronics.
  • PVC, in particular, poses a human health hazard: when burned, it releases dioxins, which have a devastating effect on humans, settling in body fat. [PJ: Note that PVC is the primary plastic used for cables. Apple has been moving away from PVC, and some others are following suit.]
  • These varied substances–about 75 different chemicals are classified as brominated flame retardants (BFRs)16–are used in computers and other electronic devices to reduce flammability, but they are present in other consumer goods as well, including TV sets and kitchen appliances.11 Printed circuit boards, connectors, covers, and cables all contain BFRs.
  • beryllium, used on motherboards and connectors, and linked to lung cancer
  • Four hours northwest of Hong Kong, lies Guiyu, an area consisting of several small villages nestled along the Lianjiang River. Prior to 1995, Guiyu’s major product was rice. After 1995, the major activity was computer recycling, focusing on materials recovery, which has transformed the once pastoral community into a toxic dump: mountains of computer debris clog the streets, and the river frequently changes color, depending which plastic residue is dumped into it.
  • Workers are paid $1.50 a day, nearly double the typical salary, and are afforded no bodily protection, such as goggles, masks, or gloves.
  • While e-waste scavenging provides jobs, it has had a shocking effect on the environment: according to testing conducted in Guangdong Province, the site of Guiyu and other recycling centers, heavy pollution exists in 20% of rivers and 55% of precipitation is acid rain.27 Drinking water is so contaminated that it has to be trucked in: lead levels are 2,400 times higher than World Health Organization guidelines. Spot soil samples revealed astonishingly high levels of barium (10 times higher than the EPA threshold), tin (152 times higher), and chromium (1,338 times higher). Copper so saturated the soil that it accounted for 13.6% of the total sample. A 2005 Greenpeace report concludes that the result of the electronic recycling business in China and India is “severe contamination of the workplace and adjacent environment with a range of toxic metals and persistent organic contaminants.”
  • A USAID report notes that of the country’s 400 rivers, 50% “are characterized as biologically dead due to contamination from industrial and residential run-off…[and] the lack of a central hazardous waste treatment facility is a major obstacle in properly disposing of toxic and hazardous waste.”
  • In 1987, Nigeria became the site of one of the first cases of global toxic waste dumping, courtesy of an Italian businessman who contracted with a Nigerian landowner to store 18,000 barrels of “construction materials,” containing PCBs, asbestos, and dioxins, at the tiny port of Koko Beach. The scandal that ensued after the barrels started leaking was a catalyst for the 1989 Basel Convention.
  • In more recent years, Lagos, the second largest city in the world, has been the recipient of nearly 400,000 used computers a month
  • Unlike China, where the emphasis is on materials recovery, Nigeria focuses on repair and refurbishment of outdated computers. Hence, the streets of Lagos are not clogged with mountains of computer components awaiting disembowelment; rather, the city has enormous warehouses piled high with thousands and thousands of old computers and peripherals awaiting rejuvenation
  • While cottage industries operating out of several large marketplaces manage to repair and resell some of the units, most are taken to local unlined landfills, which regularly leak. The leachate is not recovered and quickly reaches ground water, only 3–6′ below the surface. To reduce the amount of waste in the landfills, they are regularly set on fire, releasing dioxins and heavy metals into the atmosphere.
  • Starting in 1991, Japan enacted a series of recycling laws designed to both promote awareness of recycling and require businesses to take back and recycle old products such as washing machines and TVs when consumers purchase a newer model. Consumers pay a recycling fee, ranging from $21–41 US
  • While other nations are making impressive strides in passing legislation with an eye to the future and the safety of the planet’s population, the US seems to be suffering from environmental myopia.
  • The world’s largest producer and exporter of electronic waste has no national policy governing exportation and disposal of e-waste, and state legislation is a patchwork quilt, if it exists at all
  • The reasons why the US has no significant e-waste legislation are complex and somewhat dependant upon the capitalist economic system, which requires that consumers spend in order to keep the economy running. Thus products, while probably not technically obsolete, have a built- in psychological obsolescence factor to keep consumers spending.
  • We are so bombarded with technology and electronics now, it has somewhat lost its luster.” With less emotional attachment to our gadgets, it is easier simply to toss them out.
  • Another reason involves a recycling fee charged for acceptance of old electronics. Were it included in the retail price, most consumers would not even notice
  • voluntary recycling programs that involve even a small fee are ineffectual
  • The images of workers hip deep in exposed circuitry, inhaling noxious fumes with every breath; of children romping in ash heaps and tottering over hillocks of crushed monitors; of cattle serenely grazing on poisoned land; of women washing clothes and cooking with water so contaminated that it devours metal: all tug at the heartstrings and silently cry for a justice that is not forthcoming from an international community that could easily mitigate the deplorable conditions caused by thrusting the computer revolution’s waste on the poorest of the poor.

Further Reading

For more on E-Waste:

Detecting Counterfeit Electrical Components

Hardware designers face a variety of challenges today. Critical hardware components, such as NAND, DRAM, and OLED displays are experiencing shortages and long lead times. Companies are increasingly compressing schedules and striving to reduce the cost of producing their products. Driven by these schedule, price, and supply constraints, engineers and manufacturers will often acquire components from smaller distributors, electronic markets, scrap electronics dealers, or even eBay. This has only been exacerbated by the chip shortage during the Covid-19 pandemic.

The largest risk of using these untrustworthy sources for component purchases is the risk of receiving counterfeit parts.

Counterfeit components are introduced in a variety of ways, such as recycling old components from end-of-life products, recycling scrap electronic material, selling out-of-spec components, selling factory rejects, creating a cloned part, remarking parts with a higher-grade (e.g. commercial-grade parts marked as industrial-grade), or forging documentation.

One of the largest risks with counterfeit components is that they almost work correctly. Take this example of counterfeit electrical safety outlets – a component you probably don’t think twice about:

Authorities in Suffolk County, N.Y. seized counterfeit electrical safety outlets—used in bathrooms, kitchens, and garages to guard against electrical shock—bearing phony UL logos. The bogus parts had no ground-fault-interrupt circuitry. Had they been installed anywhere near water, the results could have been fatal.

Many counterfeit components do not have such egregious and easily detected problems such as missing circuitry. Instead, the electrical characteristics of counterfeit components such as slew rate, current supply, timing, or noise might be out-of-spec. They also tend to be less reliable and exhibit a shorter time-to-failure than their legitimate counterparts. Counterfeit components can wreak havoc on consumer electronics. It would be utterly detrimental if they were to sneak into safety-critical devices like fire alarms, medical devices, or automotive electronics.

Detecting Counterfeit Components

Luckily, those who make counterfeit components are often not very good at it. Legitimate component manufacturers have high quality standards for their parts. In many cases, counterfeit components expose themselves with major packaging flaws. Common visual inspection cues are:

  • Incorrect part numbers
  • Incorrect date codes
  • Impossible date codes
  • Date codes that are in the future
  • Incorrect manufacturer country of origin marking
  • Components with the same lot code shown as being manufactured in different countries
  • Pre-soldered pins
  • Pins pitch is too wide or too narrow
  • Package made with the wrong material
  • Different numbers, shapes, and sizes of
    IC
    package indents
  • Laser cut lines in the markings
  • Incorrect font
  • Crooked or misaligned text
  • Incorrect silkscreen on a flexible circuit or
    PCB
  • Incorrect / incomplete logos
  • Logos that vary from part-to-part
  • Misspellings
  • Using ink-based IC markings that can be removed with acetone

Counterfeit components also give themselves away when comparing die shots between suspected counterfeits and known-good parts. Sometimes counterfeiters do a decent job with package markings, which may cause parts to slip through a visual inspection. Consider this example of a
counterfeit Nordic NRF24L01+ transceiver. When the dies between the suspect parts and the legitimate parts are compared, you can clearly see that they are different. Unfortunately, capturing and comparing die shots safely requires the help of a lab.

From Around the Web

The following resources will help you identify counterfeit components if you suspect you are at risk.

Counterfeit Examples and Teardowns