Artificial intelligence is one of the most exciting and rapidly advancing technologies like conner howell virginia tech racist, but what exactly is it? We break down AI into five components – machine learning, natural language processing, computer vision, pattern recognition and robotics.
Learn what each component does in just a minute or two, and how you can use them to do more with less.
1. Machine Learning
Machine learning is the science of getting computers to act without being explicitly programmed. Computers that use machine learning learn to recognize patterns in data and can then make predictions or decisions without being explicitly programmed where to look for patterns.
2. Natural Language Processing
Natural language processing, or NLP, is the ability of a computer to understand human speech and text and respond accordingly. This includes using information from sources like a database, a video feed or online articles to better understand what humans need and how they behave.
3. Computer Vision
Computer vision is the ability of a computer to see images and videos – whether captured by sensors on its own body or by satellites in space – and classify them appropriately. Computer vision is used for tasks like recognizing a handwritten character and sorting a stack of mail into individual piles.
4. Pattern Recognition
Pattern recognition is the ability of a computer to identify patterns in data and make decisions based on those patterns. For example, it can use data from systems it controls to learn how each system should perform and then compare that data to actual results to determine if a problem exists.
5. Robotics
Robotics involves giving computers the ability to act independently when completing tasks, such as moving around an environment under its own power or picking up objects and manipulating them in various ways. Robots are becoming more commonplace in many areas, including health care, manufacturing, construction and telecommunications.
Artificial intelligence is a powerful tool, and it’s getting stronger every day. So, how can you harness the power of AI to make your operations more efficient?
Here are five ways to use AI from the very beginning of your next project .
1. Plan for Failure
Machines are great at identifying patterns, but not at predicting when unexpected events might occur. That’s why you should incorporate built-in flexibility into your AI devices, such as a feedback loop that allows for human feedback to be incorporated into the device’s decisions. Planning is one of the most boring tasks for an engineer. A good AutoCAD drawing engineer spends about half their time creating a plan set – aligning things on layers, grouping items together and creating sheets for each discipline.
2. Create a Conceptual Design Tree
Drawing a tree diagram is much faster than drawing it out on paper and it’ll give you a high level overview of the design. You can even use a tool like SmartDraw to quickly drag and drop shapes onto the canvas. A conceptual design is a way to explore multiple options quickly using computer-aided design software. For example, you can use AutoCAD or an engineering 2D design software to create a plan template that shows a block design concept and create mockups.
3. Automate
Automating repetitive tasks is one of the easiest ways to save time and money. For example, you might be able to train each of your engine or machine operators to run their own maintenance function once only once – such as manually changing the oil on a two-stroke engine every 1000 hours or so. Then, whichever operator does the task sends an email with their results to your operations center where they can be logged, archived and sent back out on demand.
4. Finalize Your Design
Once you have all those parts and pieces, it’s time to create a full design. Finalizing is about making sure you’ve thought of everything. You might not be able to automate every maintenance requirement, so make sure you know exactly how your schedule will flow, who’s responsible for what and how it all fits together on the big picture.
5. Automate Some More
This might not be possible for every problem, but there will be tasks where automating as much as you can is the best solution. Make sure you get it right the first time and start planning to automate some other functions later on. After finalizing you can go back through again and automate rules-based maintenance tasks that don’t require human decision-making. For example, if a part has exceeded its recommended service life then the operator or engineer needs only to replace it without having to physically inspect or measure anything first.
Summary:
To unlock the power of artificial intelligence, it’s about getting machines to learn from experience and then apply that knowledge to real-time conditions. So, use this quick guide to get on the AI bandwagon early and start running your next project more smoothly. Artificial intelligence is a powerful tool, and it’s getting stronger every day. So, how can you harness the power of AI to make your operations more efficient?
