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As in any other manufacturing process, robotics and automation are already greatly involved in injection molding and bring considerable benefits to the table. According to statistics released by the European Plastics Machinery Organization
, the number of sold injection molding machines equipped with robots rose from 18% in 2010 to almost a third of all injection machines sold with 32% by the first quarter of 2023. There is definitely a change in attitude in this trend, with a respectable number of plastic injection molders embracing robots to get ahead of their competition.The Robots Are Easy To Operate
The robots used in injection molding processes are easy to set up and quite simple to use. First, you will need to program the robots to work with your existing injection molding system, a task that is relatively easy for a skilled programming team. Once you connect the robots to your network, the next step is to program the instructions into the robot so the robot can start doing the work it’s supposed to do and perfectly fit in the system.
In many cases, companies try avoiding the use of robotics into their companies mostly out of ignorance and fear that the robots will be challenging to use and that there will be extra expenses to hire an adequate programmer to man the robotics. That is not the case as once the robots are well incorporated into the injection molding system, and they are pretty easy to handle. They can be controlled by a regular factory worker with sound mechanical background.Perpetual Work
As you probably know, injection molding is a repetitive task that helps manufacture the same or similar products for each injection. To ensure that this monotonous task does now wear down your employees making them prone to making work-related mistakes or even harming themselves, injection molding robots present the perfect solution. The robots ultimately help to automate the work and practically take it away from the hands of human beings. This way, the company can keep producing its critical products with the sole help of machines, and focus their human employees on generating sales and increase the revenue.Faster Return On Investment
Reliability, repeatability, astounding speed, the possibility of multi-tasking, and long-term cost savings are all key reasons why end-users should opt for a robotic injection molding solution. Numerous plastic components manufacturers are finding the capital cost of robot equipped injection molding machinery far more affordable, which certainly
helps to justify the return on investment
Being able to manufacture 24/7 inevitably increases the productivity and consequently, profitability of the business. Besides, with today’s industrial robots, a single processor won’t just be specified for a single application but can be quickly reprogrammed to support a different product.Unparalleled Consistency
Manual injection of plastic into the molds is known to be a tedious job. Besides, when the task is left to an employee, the molten liquids injected into the molds will not be uniform in most cases. On the contrary, when this task is delegated to a robot, you will always have the same results. The same goes for pretty much every production level that you will decide to use robotics on, thus reducing the number of defective products in a grand manner.Multi-Tasking
The automatization of your plastic injection molding process through robots is highly cost-effective too. You can use the same robots you have on your injection molding process to automate any other manual task within your operation. With a solid schedule, the robots can work on multiple aspects of the operation both efficiently and effectively. Even the changeover in most cases takes a very little time, particularly if you don’t need to change the end of arm tools. Just let your programming squad give a new command to the robot as it will carry on with the new task.Cycle Time
With cycle time as one of the essential parts of the injection molding process, automating it with robots will mean that you won’t ever have to worry about cycle times again. Set the robot to the required time intervals, and the molds will always be uniformly injected, just as you instructed.Changing Workforce Needs
With the shortage of skilled labor and labor costs rising, robots can help your company to maintain consistency and top-notch quality. With the power of industrial automation, one operator can look after ten machines. This way, you will be able to achieve more consistent output while lessening manufacturing expenses.Final Thought
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Some robots of the future will see the world through the eyes of insects. In a study published this week in the Journal of The Royal Society Interface, researchers have developed software that lets machines track moving objects with the same precision as dragonflies.
Although dragonflies have puny brains and vision with extremely low resolution, they are still able to catch prey with greater than 95 percent accuracy against oft-cluttered backgrounds such as swarms of other insects. What’s more, they can do this while flying upwards of 60 miles-per-hour.
The robot the researchers are developing will look more like a yellow Tonka truck than a flying insect, but what’s important is that its vision system could be used in the future for such things as smart cars, bionics and surveillance, said Zahra Bagheri, the lead author of the study.
“There are so many labs in the world that are developing animal-like robots,” she said. “It’s the algorithm that interests us.”
To get the data needed for the algorithm, Bagheri’s team first identified a set of neurons in dragonfly brains that specifically track tiny moving objects, which give the insects’ their incredible abilities to follow and intercept prey. In the lab, the researchers plucked the wings from dragonflies and drilled a tiny hole into its head where they could put an electrode onto the neurons. In a method analogous to the rehabilitation scene from A Clockwork Orange, the researchers placed the dragonflies in front of a monitor and showed them different stimuli while they recorded data from the neurons.
The researchers found that the dragonfly’s ability to filter out noise helps them track targets moving along continuous trajectories, Bagheri said. She compared this method of filtering stimuli to people who are deep sleepers.
“You might be someone with a deeper sleep or someone who has a light sleep,” said Bagheri. “The one with the deeper sleep allows them not to wake up to everything, only their alarm. The light sleeper might wake up to any kind of stimuli.”
“Instead of just trying to keep the target perfectly centered on its field of view, our system locks on to the background and lets the target move against it,” she said
The researchers tested how good their algorithm was at tracking motion by making it analyze moving targets in a virtual simulation of the outside world. They took photos of nature scenes around Adelaide, Australia, and used a computer to stitch them together into a cylinder-shaped panorama. Then, they made their algorithm track objects moving in a three-dimensional space, a kind of virtual dragonfly’s eye. The results were encouraging: their algorithm was 20 times faster than other similar programs at locating a target in a cluttered environment. The robot that will use this vision system might be completed in the next few months, said Bagheri.
Emulating the vision of insects isn’t new to the field of robotics. In a 2013 study published in PNAS, researchers created a curved robotic eye that would produce a mosaic effect like that of the eyes of fruit flies, giving it a large field of vision and excellent motion detecting capabilities. And just last March, a tiny three-ounce drone used a vision system based off that of bees to help visually gauge its position and stay level with uneven terrain, without using a large accelerometer.
In-network world, we have so many different kinds of network strategies available out of which Mesh topology is one of them. In the topology, we have a different system available, and each of the systems is connected to each other, in short, we can say systems are interconnected to each other to form a network. This type of topology is commonly used for wireless network designing. Also, we have Mesh topology divided into basically two forms which are partially connected mesh and full connected mesh, about both of them we will discuss in detail in the coming section of the article for better clarity for beginners.
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Web development, programming languages, Software testing & othersHow Mesh topology internally works?
So far we have seen what are Mesh topology and how they behave, in this section, we will take a closer look at the internal working and basic structure of the Mesh topology in detail for better understanding, let’s get started to see below;
a) Routing technique
b) floating technique
1) We have four different system available which are named A, B , C, D.
2) As we can see from the above diagram each is connected to the other independently.
3) First A is connected to B.
3) Second B is connected to C.
3) Third C is connected to D.
3) Fourth A is connected to D and so on.Different types of Mesh Topology?
As we have discussed how mesh topology works, now we will have discussed the different types of Mesh topology available which are mentioned below;
1) Partially connected Mesh topology: In this type of Mesh topology what happens is that at least two of the system inside the Mesh network are connected to each other and they are used to avoid the redundancy from the network type, also reduce the code and overhead to maintain the system. It is inexpensive also if one of the systems from the Mesh topology fails it will not impact the performance of the other network. But the rest of the system will work normally and shares data among them.
2) Full connected Mesh topology: This is the basic Mesh topology form we have, in which all the systems inside a network will connect to each other to share data to and from, but this required lot of overhead and is expensive as well because we have to maintain the connection with each of the system present inside the network. We can calculate the required number of connections that will be needed to form this topology inside a network using the below formula see below;
as you can see we are calculating the number of connections by the use of a number of systems we have, we are just dividing them by 2. Try and calculate the connection required in your network.
3) If in the future we want to increase the number of devices or we can say we want to scale our network then adding the new system or device will not affect any working of the existing Mesh topology system.
1) Building of Mesh topology to transfer data is very time-consuming because we need to take all the systems or devices into consideration and monitor as well
2) Maintenance is also very time consideration and overhead in Mesh topology because each of the systems is interconnected with each other, requires a lot of maintenance as well.
4) Also each node is interconnected to each other which may cause the redundancy of the connection, also increases the unnecessary case for that connection, and also requires extra effort the monitor this.Conclusion Recommended Articles
The first step to using OpenAI APIs is to create an account. To do this, head to the OpenAI website and sign up for an account. Once you’ve signed up, you can log in to your account and generate an API key.
It’s important to remember that your API key is a secret, so you should never share it with anyone or include it in client-side code, blog posts, or public GitHub repositories.
Once you’ve generated an API key, you can make a test call to ensure that everything is working correctly. In this example, we’ll use curl to make the test request, but you can use Postman or any of the language-specific libraries offered by OpenAI or the community.
To get a specific model’s details, use your API key to make the following request:
If everything is working correctly, you should receive a 200 response with JSON results.
GPT-3 is one of the most powerful language models available today, and it’s available through OpenAI APIs. To use GPT-3, you’ll need to use the completions endpoint.
To prompt the model to respond with “Hello World,” make the following request using curl:
The response will include the output text in the choices array, with additional usage statistics.
There are several important parameters to keep in mind when using OpenAI APIs:
model: There are several models to choose from, each with its strengths and weaknesses. You can find more information about the different models on the OpenAI website.
prompt: This is where you can guide the language model toward the output you expect. Here are some great examples to get you started in learning what is possible and how to achieve your desired results.
temperature: This is the “creativity” parameter, which determines how closely the model follows the prompt. A temperature of 0 means the model will follow the prompt closely, while a temperature of 1 means the model will take more risks.
Also read: OpenAI API Key not working: How to fix?
To use OpenAI API, you need an API Key that can be obtained by signing up for an OpenAI account. Once you have the API Key, you can use it to access the OpenAI API and its models.
Now that you have your API Key, you can use it to authenticate your requests to the OpenAI API. Include your API Key in the HTTP header of your request, like so:
Once you’ve authenticated your request, you can use your OpenAI API Key to access the models you need. OpenAI offers several different models that are designed to perform specific tasks, such as natural language processing, machine learning, and more. You can find a list of available models on the OpenAI website.
To make a request to the OpenAI API, you’ll need to specify the endpoint URL and include any necessary parameters. For example, to use the GPT-3 model to generate text, you would make a POST request to the following endpoint:
Include your API Key in the HTTP header of your request, along with any other required parameters.
When working with OpenAI API Key, there are a few best practices to keep in mind to ensure that your requests are successful and that you’re getting the most out of the platform.
OpenAI offers a wide range of models, each designed to perform specific tasks. Before you begin working with the OpenAI API, it’s important to choose the right model for your needs. Take the time to explore the available models and choose one that is well-suited to your project.
Before you deploy your application or make it available to the public, it’s important to thoroughly test your code to ensure that it’s working as expected. Test your code in a variety of scenarios and with different inputs to identify any potential issues or errors.
Your OpenAI API Key is a valuable asset, and it’s important to keep it secure. Never share your API Key with anyone else, and be sure to store it in a safe and secure location.
Is the OpenAI API key free? Yes, you can create an OpenAI API key for free. As a new user, you’ll receive $5 (USD) worth of credit, which will expire after three months. After your credit is used up or expires, you can enter your billing information to continue using the API of your choice. However, if you don’t enter any billing information, you’ll still be able to log in but won’t be able to make further API requests.
By following the steps outlined in this article, you can obtain an API Key, authenticate your requests, and access the models you need to create innovative and transformative applications. Remember to choose the right model for your needs, test your code thoroughly, and keep your API Key secure to get the most out of OpenAI. With the power of OpenAI API Key at your fingertips, the possibilities are endless.
Can I use OpenAI API Key for free? OpenAI offers a free tier that provides access to a limited number of API requests per month. Beyond that, you’ll need to upgrade to a paid plan to access additional requests.
What kinds of applications can I create with OpenAI API Key? OpenAI API can be used to create a wide range of applications, including chatbots, language translation tools, content generators, and more.
Is OpenAI API Key easy to use for beginners? OpenAI API Key can be challenging for beginners to use, but the OpenAI community provides extensive documentation and resources to help you get started.
How does OpenAI API Key handle sensitive data? OpenAI takes data security and privacy seriously and provides tools and resources to help developers ensure that their applications comply with relevant laws and regulations.
Can I use OpenAI API Key with other AI platforms and tools? Yes, OpenAI API Key is designed to integrate seamlessly with a wide range of AI platforms and tools, making it easy to create powerful, cross-functional applications.
Key performance indicators (KPIs) are the core metrics a business uses to track its progress.
Harness KPIs by aligning them with your company’s strengths and weaknesses and position in the marketplace.
Managers need to understand how to collect and analyze KPI data.
This article is for small business owners interested in using KPIs within their organizations.
Imagine your business journey is a road trip. Along the way, you have goals you’d like to meet and milestones you’d like to reach. Those details define your endeavor, ensuring you don’t forget why you started and where you hope to end up. Key performance indicators, also known as KPIs, are how businesses track their progress on that journey. Setting and measuring KPIs let business owners know how their organization is performing – where the company has fallen short, where it has excelled, and what needs to change.What are KPIs?
Every business should have objectives that are specific to its brand, and executive decisions should focus on improving performance in these areas. These objectives are KPIs, and they guide your business in the right direction. KPIs add purpose to your company and help you check off those pit stops along your road trip.
An example of a KPI would be a goal to increase your profit margin for your line of biodegradable paper towels by 20% in the fourth quarter. With that objective, business activities for the next few months should relate to whatever it takes to accomplish that KPI. After the quarter ends, you would assess whether you achieved the KPI. Your success or lack thereof should inform the next KPI you set.Why are KPIs important?
Every business needs money to survive, but revenue is generally not considered a KPI. KPIs are other data points that show whether a company is growing financially and if it is otherwise on the right track. Picking the right KPIs and tracking them properly can add value to a business in numerous ways.Establish company focus.
Even small businesses have numerous functions, not all of which are aligned with each other or even the company’s financial performance. But when an organization focuses on the right KPIs, everyone on the team can quickly grasp how the business is doing and how their work contributes to company performance. When you set KPIs, the business’s objectives become clear to everyone.Assess business health.
A well-thought-out set of KPIs helps leaders understand the health of an organization and where it needs to improve. Take app companies, for example. Two common KPIs for these businesses are user growth and daily active users. By tracking these two related but distinct metrics, executives can better understand what’s going right and what’s not. Based on that assessment, leaders can make informed decisions on how to improve the business.Gain employee insights.
Teams can set their own KPIs to meet in addition to company-wide targets. That way, KPIs help managers keep workers accountable to their particular department and across an organization. Setting individual KPIs also gives team members goals to strive toward and lets them know where they should center their efforts. Monitoring their progress will let you know who is performing well and which KPIs need to be adjusted. KPIs can even boost morale if you reward those who reach their agreed-upon goals.
Did You Know?
KPIs can be an important part of tracking employee performance and creating a performance management plan.How do you set KPIs?
Each department in a business, whether it’s marketing or finance, is likely to have different KPIs. When determining what those KPIs should be, set relative indicators that will help you focus on what matters most to you and your brand. For instance, a KPI for your marketing efforts might be “number of conferences attended in X months,” while a KPI for your financial efforts might be “percentage of revenue increase in X years.”
KPIs also vary depending on the industry. A PR agency might measure media mentions, while a consultancy might measure customer acquisition. However, no two companies – even those in the same field – should have the exact same KPIs. It’s crucial to outline your values as a business in order to have a unique vision to measure against and to ensure you are measuring the right aspects of the company.
To determine the right KPIs for your organization, ask basic questions about your brand: What do you add to your industry? What do you offer customers that your competitors don’t? What are your monetary goals, and how can you achieve them?
You may want to start by determining some SMART (specific, measurable, assignable, realistic and time-based) objectives. Then determine the best KPIs to evaluate if you’re reaching them. [Read related article: How to Set Achievable Business Goals.]
“To set your own KPIs, you need to know both how your strategy creates value and what that value is,” said Kyle J. Brost, CEO of Spark Insight Partners. “Once you’ve defined … the unique or key activities you will perform, you can start setting your own KPIs by making those activities measurable, and then measuring them.”
Make sure your business model and your employees reflect your KPIs. Every person involved in your brand should have the same overall objectives, so only hire those who share your vision – and then measure them, too. Creating a clear company vision statement can help with this process.
Almost all businesses use some form of email marketing. Here are the email marketing KPIs to consider for tracking the success of your campaigns.
Meet Nadine, a humanoid robot that has a human-looking body with lifelike features, something that’ll stun you to bits. This humanoid robot stands the ability to even recognize you from previous visits, make eye contact, shake your hand, continue chatting based on previous meetings, etc. As far as its development is concerned, Nadine was developed by Kokoro Japan.Erica
How about a robot reading out all news for you just like a human anchor? Presenting Erica, a humanoid robot of Japan that does exactly what a news anchor would do. No wonder, Erica was considered to be one of the most intelligent humanoids developed in Japan with a special emphasis on her speech capabilities. Erica was created by Hiroshi Ishiguro, the director of the Intelligent Robotics Laboratory at Osaka University.RP Vita
What can get better than a feature wherein multiple medical specialists and caregivers collaborate in real-time at the patient’s bedside? This is exactly what RP Vita has in store for you. With this robot, there is now access to holistic care that is difficult to find in most medical facilities. This robot is already being used in a significant number of hospitals and in no time will mark its presence everywhere.UR 10
UR 10, a reliable robot by Universal Robots is famous for all the right reasons. It has the ability to optimize production and improve performance across a number of industries. Be it Pharma, food and agriculture, automotive, metals, or chemistry, this robot has got you covered. UR 10 performs a range of tasks such as packaging, palletizing, assembly, and pick and place.Sophia
Yet another humanoid robot that cannot go unnoticed is Sophia, developed by Hong Kong based company Hanson Robotics. Now, here’s an interesting fact – Sophia is the first robot ever to be given citizenship in any country. As a matter of fact, Sofia is now officially a Saudi Arab citizen! Sophia is designed to look like Audrey Hepburn, a famous Hollywood actress. It serves extremely well in nursing homes, as a crowd manager in large events or parks, etc.Junko Chihira
This humanoid robot works in Aqua City Odaiba, a shopping Centre on Tokyo’s waterfront. Junko Chihira was developed by Toshiba using the technology created by Hiroshi Ishiguro, a robotics researcher at Osaka. As far as the capabilities of this robot are concerned, Junko Chihira has incredible interaction skills and a wide range of facial expressions. She can also greet tourists in Japanese, English, and Chinese which makes communication much easier. What makes it stand apart from the rest is the fact that it can interact with sign language to help hearing-impaired tourists.Jia Jia
Jia Jia is yet another interesting humanoid robot that definitely makes it to the list of top 10 humanoid robots set to grow 10 times by 2023. It was developed by a team from the University of Science and Technology of China. Too good to be true, Jia Jia is considered to be the most beautiful woman in China. She can talk to people and reply accordingly. Her remarkable human-like eye movements and speech-lip synchronization have done the magic.Gita bot
We all hate carrying our shopping bags during the entire journey, right? Well, not anymore! Gita bot to our rescue. This robot is designed in a manner that it will follow you and get the shopping/luggage thing sorted for you. No wonder why this is no less than a blessing and an excellent travel companion for those short excursions to shops!Ocena One
Ocena One has gained wide recognition as a bimanual underwater humanoid robot that has been created to explore coral reefs. Developed by the Stanford Robotics Lab, Ocean One can reach depths that most human beings cannot. It is a perfect synergy of robotics, haptic feedback systems, and artificial intelligence.ATLAS
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