Article | December 8, 2021
A digital twin is a virtual model of an object or system that comprises its lifecycle. It is updated with real-time data and aids decision-making through simulation, machine learning, and reasoning for the production system.
IoT sensor data from the original object is used to create a digital twin of the system. This cloud-connected data allows engineers to monitor systems and model system dynamics in real-time.
Modifications can be tested on the digital twin before making changes to the original system.
Considering that digital twins are supposed to replicate a product's complete lifecycle and are used throughout the production process, it's not unexpected that digital twins have become prevalent in all stages of manufacturing.
“More than a blueprint or schematic, a digital twin combines a real-time simulation of system dynamics with a set of executive controls,”
– Dr. Daniel Araya, consultant and advisor with a special interest in artificial intelligence, technology policy, and governance
Companies will increasingly embrace digital twins to boost productivity and decrease expenses. As per recent research by Research and Markets, nearly 36% of executives across industries recognize the benefits of digital twinning, with half planning to implement it by 2028.So how does this digital twin technology benefit modern manufacturing? Let's have a look.
How the Digital Twin Drives Smart Manufacturing
Digital twins in manufacturing are used to replicate production systems. Manufacturers can develop virtual representations of real-world products, equipment, processes, or systems using data from sensors connected to machines, tools, and other devices.
In manufacturing, such simulations assist in monitoring and adapting equipment performance in real-time. With machine learning techniques, digital twins can predict future events and anticipate potential difficulties.
For maintenance, digital twins allow for quick detection of any problems. They collect real-time system data, prior failure data, and relevant maintenance data. The technique employs machine learning and artificial intelligence to predict maintenance requirements. Using this data, companies can avoid production downtime.
Digital Twin and Artificial Intelligence (AI) in manufacturing
Using digital twins and AI in production can enhance uptime by predicting potential failures and keeping equipment working smoothly. In addition, there are significant cost savings in the planning and design process as digital twins and AI can be used to replicate a specific scenario.
Maintenance is another area that has seen significant progress with the use of digital twin manufacturing. A Digital Twin powered by AI can predict when a piece of equipment will fail, allowing you to arrange predictive maintenance that is not simply taking information from OEM manuals but can significantly cut maintenance expenses along with reducing downtime.
Using the digital twin, it is feasible to train virtual workers in high-risk functions, similar to how pilots are trained using flight simulators. It also frees up highly skilled workers to upgrade the plant and streamline operations.
General Electric Created the Most Advanced Digital Twin
General Electric Company (GE) is a multinational business based in Boston that was founded in 1892. It has developed the world's most advanced digital twin, which blends analytic models for power plant components that monitor asset health, wear, and performance with KPIs (Key Performance Indicators) determined by the customer and the organization's objectives. The Digital Twin is powered by PredixTM, an industrial platform built to manage huge amounts of data and run analytic algorithms. General Electric Company provides extra "control knobs" or "dimensionality" that can be utilized to improve the operation of the system or asset modeled with GE Digital Twin.
Given the numerous advantages of digital twin manufacturing, the potential for digital twins to be used in manufacturing is virtually endless in the near future. There will be a slew of new advancements in the field of digital twin manufacturing. As a result, digital twins are continually acquiring new skills and capabilities. The ultimate goal of all of these enhancements is to create the insights necessary to improve products and streamline processes in the future.
What is a digital twin in manufacturing?
The digital twins could be used to monitor and enhance a production line or perhaps the whole manufacturing process, from product design to production.
How digital twin benefit manufacturers?
Using digital twins to represent products and manufacturing processes, manufacturers can save assembly, installation, and validation time and costs.
What is a digital thread?
A digital twin is a realistic version of a product or system that replicates a company's equipment, controls, workflows, and systems. The digital thread, on the other hand, records a product's life cycle from creation to dissolution.
"name": "What is a digital twin in manufacturing?",
"text": "The digital twins could be used to monitor and enhance a production line or perhaps the whole manufacturing process, from product design to production."
"name": "How digital twin benefit manufacturers?",
"text": "Using digital twins to represent products and manufacturing processes, manufacturers can save assembly, installation, and validation time and costs."
"name": "What is a digital thread?",
"text": "A digital twin is a realistic version of a product or system that replicates a company's equipment, controls, workflows, and systems. The digital thread, on the other hand, records a product's life cycle from creation to dissolution."
Article | October 8, 2021
The trends in the manufacturing industry for 2022 are expanding and altering the industry's conventional face. The future of manufacturing is going to merge with digitalization and technological applications. As a result, all operation methods, products, and manufacturing outcomes will be modernized with new technology applications.
To brighten the future of manufacturing, manufacturing companies must examine new trends in the industry before developing their manufacturing plans for 2022. Technological advancements are the next game-changer in the manufacturing business.
Adeaca's Vice President of Market Innovation and Project Business Evangelist had recently quoted in an interview with Media7 as,
“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
The new trends in manufacturing are leveling up every part and element of the industry. In this article, we'll look at a new trend for each industry aspect that's assisting manufacturers in speeding up the production process, increasing ROI, and propelling their manufacturing business to new heights.
Additionally, it will assist you in addressing current industry challenges such as forecasting product demand, addressing skilled manpower shortages, and increasing manufacturing plant efficiency.
Five Manufacturing Industry Trends to Watch in 2022
Emerging trends in manufacturing provide a chance to review your production strategy for products and processes. Check out below the upcoming trends in manufacturing that are getting attention in the industry.
Customer Engagement and Purchase Experience
Creating an exceptional digital customer experience is a new trend in manufacturing. According to industry experts, mapping the customer journey and their interactions with your products is the first step towards establishing a positive connection with your potential consumers.
A few of the most popular strategies to improve the consumer purchasing experience and engagement are as follows:
Build a knowledge base for your products on your business website
Create a comprehensive FAQs page that addresses all of the buyer's possible queries
Create a chatbot to provide immediate help to the buyer with further inquiries
Create a brand story and a comprehensive description of your manufacturing business
If possible, provide product statistics and success stories, and content about consumer satisfaction with your product
Create a product functionality video or explanatory picture material to familiarize the potential customer with your product
These are some of the trends that engage your prospective buyers and increase their purchasing experience through a range of product-related information and educate them about you and your products.
Smart Technology-enabled Products
Smart is the new norm in every industry. The old operations and goods that were once a part of everyone's life have now been replaced by technology. Manufacturing is no exception to this alteration. Due to the increasing demand for smart products among customers, every company is now looking forward to inventing and manufacturing smart products.
Explore and understand how you may incorporate cutting-edge technology (Artificial Intelligence, Machine Learning, Edge Computing, and Digital Twins, and more) into your products to help them stay updated with manufacturing trends.
Virtual and Augmented Reality in Manufacturing (Industry 4.0)
Transforming traditional manufacturing systems and processes into smart, tech-savvy ones is a new trend in manufacturing. The future of manufacturing is expected to witness this digitization in 2022 and beyond. Therefore, you must convert your conventional manufacturing plants into smart ones, i.e., as per the concept of Industry 4.0 – the fourth industrial revolution.
Discover how prominent companies are implementing Industry 4.0
The following are some popular transformations that many popular manufacturing factories are adopting to become part of the industry revolution.
To achieve a zero-carbon footprint, manufacturers may use analytics systems to determine the amount of trash they create and develop ways to eliminate it. (Implemented by Whirlpool)
Utilize an analytics platform to decipher usage data for energy, water, and other utilities. (Implemented by Whirlpool)
Utilize technology such as Siemens' Mindsphere, which enables online analysis of several aspects of a production plant and helps manufacturers create digital models using real-time data. (Implemented by Siemens)
Utilize a combination of IoT and cloud-based technologies to avoid downtime and gather analytics data. (Implemented by Hirotec – a Japan based manufacturing company)
Machine learning technology can be used to foretell and avoid system failures in your manufacturing plant. (Implemented by Hirotec – a Japan based manufacturing company)
Utilize robotics and to accelerate manufacturing across many verticals. (Implemented by Ford)
Utilize 3D printing to improve the precision of product design and to avert product defects during the early production stage. (Implemented by Aerospace: Airbus) These are some examples that other well-known manufacturing companies in the market, such as Hewlett-Packard, Ford, Whirlpool, and Siemens are currently using. So, consult an expert and determine how to leverage emerging technology to turn your production plant into a smart manufacturing unit.
Internet of Things (IoT) to Boost Revenue
Manufacturing companies have begun to leverage the Internet of Things to establish connectivity between machines and operational procedures throughout manufacturing. This linkage between machine and operation significantly decreases the human supervision required for each step and completely automates them.
Manufacturers intend to incorporate these IoT trends in manufacturing into both their products and operational processes. IoT further enables manufacturers to operate and monitor their work remotely. As a result, they can concentrate on developing new strategies and preparing for future ventures.
Shifting Focus from B2B to B2C Model
Several manufacturers skip intermediaries and connect directly with their consumers to sell efficiently to their target consumer group. This purposeful approach has multiple benefits, which are outlined below.
Manufacturers may skip the lengthy retail sales cycle and achieve a shorter time to market
The absence of a third party between the manufacturer and the customer reduces the risk of brand misinterpretation or dilution
Direct interaction with customers enables manufacturers to obtain more accurate consumer data, product feedback, and requirements for new product development
Manufacturers can control the price of their products due to the absence of a third party between them and the target consumer group
These benefits of the B2C model attract manufacturers and encourage them to develop added production techniques with these benefits in mind.
Technology, innovation, and digitization are the future of manufacturing. The IoT trends in manufacturing are essential for industrial production and will allow the manufacturing industry to obtain a new competitive edge. Hence, manufacturers must keep in mind this industry revolution (industry 4.0 and 5.0) while developing strategies for their manufacturing operations in 2022.
What are the benefits of adopting the Internet of Things in manufacturing?
IoT devices can monitor industrial operations, manufacturing cycles, and other warehouse data management processes automatically. This benefit decreases the amount of time spent monitoring individual operations and increases production speed.
What role will smart manufacturing play in the future?
According to a grand view research analysis, the smart manufacturing market was worth USD 236.12 billion in 2020 and is expected to extend at a 12.4 percent compound annual growth rate to reach USD 589.98 billion by 2028.
What are the critical components of the smart factory of the future?
Robotics, the Internet of Things, big data, and cloud-based administration will be critical components of the future smart factory.
Article | December 8, 2021
The manufacturing production schedule is a critical aspect that enables the manufacturing business to complete each production activity precisely and on time. Allocating different raw materials, resources, or processes to distinct project phases is called a production schedule. Its goal is to make your manufacturing process as efficient and cost-effective as possible in terms of resources and labor — all while delivering products on schedule.
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
So, how is the overall production schedule managed?
According to businesswire, the global APS (Advanced Production Planning and Scheduling) software market was valued at $1,491.22 million in 2020 and is anticipated to raise $2,941.27 million by 2028 expanding at an 8.86 percent CAGR from 2020 to 2028.
Some software and tools are available to assist manufacturing organizations in properly scheduling production planning, including MaxScheduler, TACTIC, MRPeasy, and Gantt charts. Though there are numerous software programs available on the market for production scheduling, the most crucial aspect is determining which elements to consider when planning production.
This blog will look at the five most important factors to consider while planning the production schedule.
Five Elements to Consider When Scheduling Production
As we saw in the introduction, production scheduling is used in the manufacturing process to assign plant and machinery resources, schedule human resources, plan production processes, and purchase materials.
So, what are the primary components or stages of this production scheduling process? Let's take a quick look at each of them.
Planning to Make the Best Use of the Company's Resources
The role of planning in production scheduling is to use the company's resources to maintain a regular production flow. As a result, downtime is decreased, and bottlenecks are minimized, allowing production to be optimized. For production scheduling, two forms of planning can be used:
Dynamic Planning: Dynamic planning is carried out under the idea that process stages will alter. So, materials must be ready, but production cannot begin until demand is decided.
Static Planning: Static planning is done keeping in mind that all process steps will be completed on schedule and without adjustments.
Routing to Determine the Order of Actions
A “bill of materials” is used in discrete manufacturing to specify what things are needed and in what quantities.
Routing determines the path and sequence of required phases of the process. It may involve in-house operations, but it may also comprise sub-contracted components that must be returned to the production flow for final assembly.
Scheduling to Make Use of Predetermined Planning Levels
To manufacture products from components or raw materials, scheduling makes use of the previously set planning level. As a result, it is time-dependent and must meet the demand outlined at the planning level.
Each department, product, and procedure can have their own unique set of timetables. Sub-schedules for sub-assemblies or mixes and blends may be defined by department-specific master production schedules, utilized at the highest level to define product timeframes.
Dispatching to Decide on Immediate Actions
Dispatching assigns the following jobs to be done from a subset of the production queue. Dispatching is utilized to make quick decisions. This is in contrast to planning, which involves the planning of future actions. Dispatching is utilized in both pull and push production systems.
Execution to Ensure that all Processes are Carried out Correctly
Production scheduling must rely on proper execution to ensure that all processes are completed appropriately and in the sequence planned.
It requires everyone to know what they are expected to do and when they are expected to do it. Execution requires knowledgeable management decisions, well-trained employees, correct data in the manufacturing plan and schedule, and consistent sales statistics and forecast numbers. All must be present for the organization to carry out its production plan and fulfill orders.
How MRPeasy – A Production Scheduling Software Assist Manufacturing Companies in Scheduling Their Production?
MRPeasy is a cloud-based material requirements planning (MRP) application explicitly designed for small manufacturing units. Its primary functions are purchase order management, forecasting, and inventory management.
This software simplifies the process of scheduling production. It enables you to evaluate all of your anticipated manufacturing orders (MO). The bill of materials (BOM), purchasing, and stocking are all maintained in one location, allowing you to quickly book inventory and increase purchase orders (PO) for acquired parts.
MRPeasy enables you to:
Obtain all of the detailed information on all of your MOs
Consider MOs as a single block or as distinct operations.
Drag-and-drop operations and operations to reschedule
Calendar or Gantt chart views are available for monitoring scheduled orders.
Additionally, you can manage MOs smoothly. With the production planning component, you may create, amend, and update MOs. This app compiles an exhaustive list of all your MOs. You can track their progress based on the status of an order or a part's availability. Additionally, you can search for, filter, and export your MOs.
How to schedule production for your organization requires extensive research, planning, and analysis of overall product demand as well as a grasp of the time required to meet the demand. Production scheduling techniques such as job-based planning, batch method, flow method, and others help develop a productive manufacturing production schedule. Include the elements mentioned above in your manufacturing scheduling to get the best possible benefits, such as better production efficiency, lower production costs, and on-time product delivery for your manufacturing in 2022.
How production planning differ from production scheduler?
Production planning and scheduling are often mixed. But there is a difference. Planning decides what and how much work must be done, whereas scheduling specifies who and when the work will be done.
What is real-time manufacturing scheduling?
Real-Time Scheduling is a production planning, scheduling, and tracking tool that enables manufacturing organizations to improve customer satisfaction and achieve optimal operational performance cost-effectively.
How can scheduling be improved?
Communication with staff is a great way to improve scheduling. This is true for all businesses, software or otherwise. However, management should not burden employees with ambiguous or unclear communication, and vice versa.
"name": "How production planning differ from production scheduler?",
"text": "Production planning and scheduling are often mixed. But there is a difference. Planning decides what and how much work must be done, whereas scheduling specifies who and when the work will be done."
"name": "What is real-time manufacturing scheduling?",
"text": "Real-Time Scheduling is a production planning, scheduling, and tracking tool that enables manufacturing organizations to improve customer satisfaction and achieve optimal operational performance cost-effectively."
"name": "How can scheduling be improved?",
"text": "Communication with staff is a great way to improve scheduling. This is true for all businesses, software or otherwise. However, management should not burden employees with ambiguous or unclear communication, and vice versa."
Article | January 20, 2022
COVID drove many supply chain disruptions in 2021. This was particularly true for companies using Asia to source product. Sadly, the bottleneck continues in 2022, but there are new channels now available to serve the North American material handling market. System integrators, dealers, and distributors in the space cannot work with vendors who offer slow delivery timetables. Customers want shelving, racking, conveyors, and robotics no later than Q3 2022.
MODEX 2022 provides answers to solve the supply chain disruption
MODEX 2022 (March 28-31, 2022) in Atlanta, will once again bring many global manufacturers to the event. Nearly 800 exhibitors and 40,000 attendees will respect COVID health and safety protocols while learning about much needed solutions from a variety of global manufacturers. For the first time there is an African company exhibiting at MODEX: LinkMisr International.