Although its beginning started in the late 1800s, the modern day Chaos Theory was perfected by Edward Lorenz in 1961 by observing weather patterns. Since then, it has become a significant aspect to a variety of other applications, including Turnarounds. The Chaos Theory is a part of mathematics. It looks at certain systems that are very sensitive.