Article | October 20, 2021
Machine vision is becoming increasingly prevalent in manufacturing daily across industries. The machine vision manufacturing practice provides image-based automated inspection and analysis for various applications, including automatic inspection, process control, and robot guiding, often found in the manufacturing business.
This breakthrough in manufacturing technology enables producers to be more innovative and productive to meet customer expectations and deliver the best products on the market.
A renowned industry leader Mr. Matt Mongonce conveyed in an interview with Media7,
As technology takes over and enhances many of the processes we used to handle with manual labor, we are freed up to use our minds creatively, which leads to bigger and better leaps in innovation and productivity
-Matt Mong, VP Market Innovation and Project Business Evangelist at Adeaca.
Why is Machine Vision so Critical?
The machine vision manufacturing process is entirely automated, with no human intervention on the shop floor. Thus, in a manufacturing process, machine vision adds significant safety and operational benefits. Additionally, it eliminates human contamination in production operations where cleanliness is critical.
For instance, the healthcare business cannot afford human contamination in some circumstances to ensure the safety of medicines. Second, the chemical business is prohibited from allowing individuals to come into touch with chemicals for the sake of worker safety. Thus, machine vision is vital in these instances, so it is critical to integrate machine vision systems into your production process.
Machine Vision Application Examples
To better understand how businesses are utilizing machine vision in production, we will look at five cases.
Even a few seconds of production line downtime might result in a significant financial loss in the manufacturing industry. Machine vision systems are used in industrial processes to assist manufacturers in predicting flaws or problems in the production line before the system failure. This machine vision capability enables manufacturing processes to avoid breakdowns or failures in the middle of the manufacturing process.
How is FANUC America Corporation Avoiding the Production Line Downtime with ROBOGUIDE and ZDT?
FANUC is a United States-based firm that is a market leader in robotics and ROBOMACHINE technology, with over 25 million units deployed worldwide. In addition, the company's professionals have created two products that are pretty popular in the manufacturing industry: ROBOGUIDE and ZDT (Zero Down Time).
These two standout products assist manufacturers in developing, monitoring, and managing production line automation. As a result, producers can enhance production, improve quality, and maximize profitability while remaining competitive.
Inspection of Packages
To ensure the greatest possible quality of products for their target consumer groups, manufacturers must have a method in place that enables them to inspect each corner of their product. Machine vision improves the manufacturing process and inspects each product in detail using an automated procedure.
This technology has been used in many industries, including healthcare, automation, and electronics. Manufacturers can detect faults, cracks, or any other defect in the product that is not visible to the naked eye using machine vision systems. The machine vision system detects these faults in the products and transmits the information to the computer, notifying the appropriate person during the manufacturing process.
Assembly of Products and Components
The application of machine vision to industrial processes involves component assembly to create a complete product from a collection of small components. Automation, electronics manufacturing, healthcare (medicine and medical equipment manufacturing), and others are the industries that utilize the machine vision system in their manufacturing process. Additionally, the machine vision system aids worker safety during the manufacturing process by enhancing existing safety procedures.
Manufacturers are constantly endeavoring to release products that are devoid of flaws or difficulties. However, manually verifying each product is no longer practicable for anybody involved in the manufacturing process, as production counts have risen dramatically in every manufacturing organization. This is where machine vision systems come into play, performing accurate quality inspections and assisting producers in delivering defect-free items to their target clients.
Earlier in the PCB penalization process, where numerous identical PCBs were made on a single panel, barcodes were used to separate or identify the PCBs manually by humans. This was a time-consuming and error-prone process for the electronics manufacturing industry. This task is subsequently taken over by a machine vision system, in which each circuit is segregated and uniquely identified using a robotics machine or a machine vision system. The high-tech machine vision system "Panel Scan" is one example of a machine vision system that simplifies the PCB tracing procedure.
The use of machine vision in the manufacturing business enables firms to develop more accurate and complete manufacturing processes capable of producing flawless products. Incorporating machine vision into manufacturing becomes a component of advanced manufacturing, which is projected to be the future of manufacturing in 2022. Maintain current production trends and increase your business revenue by offering the highest-quality items using a machine vision system.
What is the difference between computer vision and machine vision?
Traditionally, computer vision has been used to automate image processing, but machine vision is applied to real-world interfaces such as a factory line.
Where does machine vision come into play?
Machine vision is critical in the quality control of any product or manufacturing process. It detects flaws, cracks, or any blemishes in a physical product. Additionally, it can verify the precision and accuracy of any component or part throughout product assembly.
What are the fundamental components of a machine vision system?
A machine vision system's primary components are lighting, a lens, an image sensor, vision processing, and communications.
"name": "What is the difference between computer vision and machine vision?",
"text": "Traditionally, computer vision has been used to automate image processing, but machine vision is applied to real-world interfaces such as a factory line."
"name": "Where does machine vision come into play?",
"text": "Machine vision is critical in the quality control of any product or manufacturing process. It detects flaws, cracks, or any blemishes in a physical product. Additionally, it can verify the precision and accuracy of any component or part throughout product assembly."
"name": "What are the fundamental components of a machine vision system?",
"text": "A machine vision system's primary components are lighting, a lens, an image sensor, vision processing, and communications."
Article | March 31, 2021
Everyday the supply chain is jeopardized. A freighter stuck in the Suez Canal has severe ripple effects in raw material goods making their way around the world. Trade tariffs and unpredictable consequences from COVID have encouraged many US manufacturers to reshore bringing jobs stateside. This strategy will shift the supply chain challenge to a staffing challenge.
As the manufacturing industry is poised for rapid growth over the next 24 months, hiring the best workers once again becomes the top challenge. As the workforce is vaccinated and reshoring the supply chain becomes a clarion call for industry, finding the right people with the right skills forces plant managers, operations managers, and HR managers to find new and innovative recruiting strategies. FactoryFix is an online platform that matches vetted manufacturing workers with companies seeking specific skill sets. This platform sets a new standard in how small to mid-sized manufacturers hire talent across the U.S.
Article | May 20, 2021
The transformation of raw materials through mechanical, physical, or chemical processes into a new product is the definition of manufacturing in the U.S. These businesses include plants, mills, factories, and warehouses and they rely on power-driven equipment to produce their products.
Small businesses and home-based businesses are included in the scope of U.S. manufacturing - this includes sectors like tailor-made clothing, bakeries, candy stores, or toy/crafts creators. Additionally, companies that contract with the businesses in these industries are included in the sector of American manufacturing. It is worth noting: U.S. manufacturing does not include anything relating to housing or commercial construction.
Article | December 21, 2021
When it comes to developing a budget for the following financial year of your manufacturing business, many operations managers start with direct labor and material expenditures. But, what about manufacturing overhead costs?
Manufacturing overhead is any expense not directly tied to a factory's production. Therefore, the indirect costs in manufacturing overhead can also be called factory overhead or production overhead.
Outsourcing and globalization of manufacturing allows companies to reduce costs, benefits consumers with lower-cost goods and services, and causes economic expansion that reduces unemployment and increases productivity and job creation.
– Larry Elder
So, this article focuses on some highly effective overhead cost reduction methods that would help you build a healthy budget for the following year.
Manufacturing Overhead Costs: What Is Included?
Everything or everyone within the factory that isn't actively producing items should be considered overhead.
The following are some of the variables that are considered overhead costs:
Depreciation of equipment and productionfacilities
Taxes, insurance, and utilities
Supervisors, maintenance, quality control, and other on-site personnel who aren't producing signs
Indirect supply from light bulbs to toilet paper is also included in the overhead cost.
Manufacturing Overhead Costs: What Is Excluded?
Everything or everyone within or outside the factory that is actively producing items should be excluded from the overhead costs.
Factory overhead does not include the following:
Employee costs for those making the goods daily
External administrative overhead, such as a satellite office or human resources
Costs associated with C-suite employees
Expenses associated with sales and marketing - include pay, travel, and advertising
How to Calculate Overhead Costs in Manufacturing
To know the manufacturing overhead requires calculating the manufacturing overhead rate. The formula to calculate the manufacturing overhead rate i.e. MOR is basic yet vital.
To begin, determine your overall manufacturing overhead expenses. Then, add up all the monthly indirect expenditures that keep manufacturing running smoothly.
Then you can calculate the Manufacturing Overhead Rate (MOR). This statistic shows you your monthly overhead costs as a percentage.
To find this value, divide Total Manufacturing Overhead Cost (TMOC) by Total Monthly Sales (TMS) and multiply it by 100. The final formula will be:
Assume your manufacturing overhead expensesare $50,000 and your monthly sales are $300,000. You get.167 when you divide $50,000 by $300,000. Then increase that by 100 to get your monthly overhead rate of 16.7%.
This means your monthly overhead expenditures will be 16.7% of your monthly income. Being able to forecast and develop better solutions to decrease production overhead.
Five Ways to Reduce Manufacturing Overhead Costs
A variety of strategies may be used by manufacturing organizations to reduce their overhead costs. Here is a summary of some of the most important methods for reducing your manufacturing overhead costs.
Value Stream Mapping – A Production Plant Process Layout
A value stream map depicts the entire manufacturing process of your plant. Everything from raw material purchase through client delivery is detailed here. The value stream map provides you with a complete picture of the profit-making process. This overhead cost-cuttingmethod is listed first for a reason because every effort to reduce manufacturing overhead costsstarts with a value stream map.
Lean manufacturingis also one of the techniques of eliminating unnecessary time, staff, and work that is not necessary for profit and has gained undue favor in the manufacturing process. You must first create a value stream map of the whole manufacturing process for this technique to work. Once the lean manufacturing precept is established, the following strategies for decreasingmanufacturing overhead expenses can be examined.
Do Not Forget Your Back Office Management
Before focusing on factory floor cost reduction techniques, remember that your back offices, where payment processing and customer contacts occur, may also be simplified and increase profitability. Fortunately, automation can achieve this profitability at a cheap cost.
Manufacturers increasingly use robotic process automation (RPA) to sell directly to customers rather than rely on complex supply networks. This automation eliminates costly human mistakes in data input and payment processing by automatically filling forms with consumer data. Moreover, the time saved from manual data input (and rectifying inevitable human errors) equates to decreased labor expenses and downtime.
Automating Your Manufacturing Plant
For a long time, manufacturers saw factory automation as a game-changer. As a result, several plant owners make radical changes in their operations using cutting-edge technologydespite knowing it realistically. Over-investing in technologies unfamiliar to present industrial personnel might be deemed a technology blunder. Investing in new technology that doesn't generate value or is too hard for current staff to use might be a mistake.
It's usually best to start small when implementing newtechnology in manufacturing. Using collaborative robots in production is one way to get started with automation. They are inexpensive, need little software and hardware, and may help employees with mundane, repeated chores that gobble up bandwidth. It is a low-cost entry point into automation that saves labor expenses and opens the door for further automation investments when opportunities are available.
Reuse Other Factory Equipment and Supplies
Check with other factories to see if they have any unused equipment or supplies that may be "redeployed" to your manufacturing plant. Redeployment would save you time and money by eliminating the need to look for and install new equipment while lowering your overhead costs.
Outsourcing a fully equipped factory, equipment, or even staff can also assist in lowering overhead costssince you will only pay for what you utilize. As such, it is a viable method to incorporate into your production process.
Employ an In-house Maintenance Expert
An in-house repair technician can service your equipment for routine inspections, preventive maintenance, and minor repairs. This hiring decision might save money on unforeseen repair expenses or work fees for an outside repair provider. Having someone on-site who can do emergency repairs may save you money if your equipment breaks after business hours.
Manufacturing overhead costis an essential aspect of every manufacturing company's budget to consider. Smart manufacturingis intended to be productive, efficient, and cost-effective while effectively managing production expenditures. Calculating the manufacturing overheadcan provide you with a better understanding of your company's costs and how to minimize them. Depending on the conditions or geographical needs, each manufacturing plant's overhead expensesmay vary. As a result, identify your production overhead costsand concentrate on reducing and improving them.
What are manufacturing overheads?
Manufacturing overhead cost is a sum of all indirect expenses incurred during production. Manufacturing overhead expenses usually include depreciation of equipment, employee salaries, and power utilized to run the equipment.
What is a decent overhead percentage?
When a business is functioning successfully, an overhead ratio of less than 35 % is considered favorable.
How can I calculate the cost of manufacturing per unit?
The overall manufacturing cost per unit is determined by dividing the total production expenses by the total number of units produced for a particular time.