To most people,
Artificial Intelligence (AI) probably means sci-fi movies with robots and
computers performing inconceivable human tasks. While this is partly true, what
AI truly brings to the table is enabling machines to carry out intelligent
tasks. As the challenges faced by global decision makers skyrocket, there is an
urgent need to propel businesses and societies forward using the most modern
technology. With the world changing at an unprecedented speed, businesses need
to revamp and restructure how machines and humans work. And AI is helping meet
those goals. According to Forrester, Cognitive technologies such as robots,
artificial intelligence (AI), machine learning, and automation will replace 7%
of US jobs by 2025.
The Changing Dynamics
The manufacturing sector
is characterized by an environment full of uncertainties and evolving dynamics.
With ever growing market volatility, manufacturers need to constantly innovate,
adapt and respond to changes in the quickest time, without hampering the
quality of products, and at the least possible cost. The efficiency of a
manufacturing system closely depends on how well shop floor processes respond
to changes. Critical shop floor functions such as production scheduling and
maintenance have to be extremely responsiveness, and their integration is what
will result in an optimal and robust decision making environment.
AI in Manufacturing
AI finds application in
a host of industries including gaming, banking, retail, commercial, and
government, and is slowly becoming pervasive in the manufacturing sector,
facilitating the automation of industries. AI-driven machines are paving an
easier path to the future by providing a host of benefits – offering new
opportunities, improving production efficiencies, and bringing machine
interaction closer to human interaction. The Fourth Industrial Revolution is
being driven by the automation of knowledge-based work; by creating new ways to
automate tasks, we can restructure the way humans and machines live and interact,
to create a better, stronger digital economy.
AI helps overcome many
inherent challenges that have been plaguing the industry: from scarcity of
expertise, to decision complexity, integration issues, and information
overload. Adopting AI on the shop floor enables businesses to completely
transform their processes. Let’s look at what AI is helping the manufacturing
sector to achieve:
· Process
Automation: The use of AI and robots is particularly appealing in
industrial manufacturing as they revolutionize mass-production. Robots are
capable of doing repetitive tasks, streamlining the production model,
increasing capacity, eliminating human error and delivering higher levels of
quality assurance.
· Round-the-clock
Production: While humans are forced to work in 3 shifts to ensure
continuous production, robots can enable a nonstop, 24/7 production line.
Businesses can augment their production capabilities and meet the growing
demand of customers worldwide.
· Safer Working
Conditions: With several mishaps happening on the shop floor, a shift
towards AI means fewer people are have to carry out dangerous and overly
laborious work. As robots replace humans and perform mundane and risky tasks,
the number of workplace casualties will plummet all across.
· New
Opportunities for Humans: As
AI takes over the shopfloor and automates boring and mundane human tasks,
workers will get to focus on complex and innovative tasks. While AI takes care
of menial labour, humans can focus on driving innovation and steering their
business to newer heights.
· Reduced
Operating Expenditure: Although bringing AI onto the shopfloor would
require a massive capital investment, the ROI is substantially higher. As
intelligent machines start taking care of day-to-day-activities, businesses can
enjoy significantly lower overhead.
Benefits
AI and industrial automation have progressed considerably
in recent years. Development in machine learning techniques, advances in
sensors and the growth of computing power have helped create a new generation
of robots. AI helps enables machines to collect and extract knowledge,
recognize patterns, and learn and adapt to new situations or environments
through machine intelligence, learning and speech recognition. Using AI,
manufacturers can:
- Make faster, data driven decision
- Enable better production outcomes
- Improve process efficiency
- Lower operational cost
- Enable greater scalability
- Facilitate product innovation
Improving Business
Outcomes
The key driver of the
Fourth Industrial Revolution is the speed at which it is happening. With
technology now at our fingertips, businesses (and even industries) can scale up
with the blink of the eye, ultimately changing the way we live our daily lives (and
in a fraction of the time). Using AI, industry leaders and technology pioneers
can create the right platforms and solutions, ultimately improving business
outcomes and driving success in today’s ever-growing digital economy.
More and more data is being generated due to digital transformation which has great deal of potential. The AI, Machine learning technologies enable engineers to structure, and
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