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http://education.edu
Thursday, October 1, 2020 6PM – 7PM
Open House is free and open to the public.
Attend the RHEC Fall 2020 Virtual Open House and learn about the more than 200 degree, licensure, and certificate programs currently being offered at the Roanoke Higher Education Center.
Register to receive instructions on how to attend this online meeting
https://seaborn.pydata.org
For data scientists using Python, libraries such as NumPy and Pandas are useful for reading and manipulating data on the back-end. How can we visualize the data in Python? The answer is by using a data visualization library called Seaborn. Seaborn allows data in a Python session to be visualized and is built upon another library, MatPlotLib. Seaborn is great for visualizing/graphing statistical data and works especially well with data processed through Pandas. To read a little more about Seaborn, click here to be taken to the Seaborn site.
Uses: Seaborn is a very versatile graphing library. Seaborn can graph relationships between variables, compare different distributions, and even automatically estimate and plot linear regression models for given data. Seaborn also allows for high-level abstraction code that makes graphing complex data easier. In terms of appearance, Seaborn provides many themes and color templates, reshaping and sizing and customization of how the data is displayed. For instance, any data above a threshold can be displayed one color while any data below it can be displayed another.
Documentation: Click Here
It is funny how the history of technology often goes around full circle. We went from centralized mainframes with terminals, to the PC which are decentralized, to the cloud computing which is centralized. With more people and businesses starting to use solar power in various forms, we are often forced to take DC voltage to convert it to AC voltage only to have our power adapters convert the power back to DC for use by our electronics.
AC/DC
The voltage from a standard wall jack is alternating current (AC), and the voltage from a battery is direct current (DC). There are very few things that we use that are designed to use AC voltage directly without a conversion to DC. The two main exceptions are incandescent bulbs, which can use either AC or DC power, and some electric motors.
Electric motors can be designed to use AC directly or DC power directly, so some electric motors are AC, like the one that runs the fan in the heating and air conditioning unit in your house. Other motors are designed to use DC current like the Tesla Model 3.
So why are most power outlets AC if most things have to convert the power back to DC to use it?
Back in the nineteenth century, when Thomas Edison invented the light bulb, his idea was to us DC power to power his light bulbs. But there was a problem: Edison’s DC power system could not be transmitted over a few miles. This meant a power station would have to be built every few miles –a lot of power stations.
Fortunately, an employee of Edison’s, Nikola Tesla, developed a way to use AC power to transmit
power cost effectively over many miles. Edison was against using AC power. Nikola Tesla quit after a disagreement with Edison and went on to work with George Westinghouse to provide electricity to households and businesses using AC power transmission lines and equipment.
Tesla patented a number of inventions that had to do with AC power that are still being used today to produce and transmit electricity over longer distances. Tesla Motors, Inc. was named after Nikola Tesla.
Solar Power
Now we are starting to have a new problem. Solar panels generate DC electricity. We often convert this to AC current only so we can plug in the power adapter of electronic devices that change it back to DC.
In a house powered entirely by solar power it would make more sense to use the DC power directly since the solar panels and the batteries that store their power in both use DC power, and converting between AC and DC or DC and AC is less efficient since you lose energy in the process.
How Solar Energy Works
Electric Today
Today, we have some long distance high voltage DC transmission lines but they are actually only cost efficient over much longer distances.
An overhead cable run with HVDC would need to be between 600 and 800 kilometers to be cost efficient — that is between 375 and 500 miles.
Underwater and underground HVDC cables become cost efficient at about 30 miles or so. So HVDC is often used in long distance undersea cables. So even now, AC power is generally a better choice for the transmission distances we need.
—Dean McIntyre, June 18, 2020
Learn More
Alternating Current (AC) vs. Direct Current
Tech on Tap Online Event
No Camp? No Problem!
STEM Ideas for Family Summer Fun
Thursday, June 18, 2020
4:00pm – 5:00pm
With kids at home this summer, you need a game plan. Join two Virginia Tech STEM education specialists, Jim Egenrieder and Erika Bonnett to learn about outdoor and indoor activities in which families can have so much fun they won’t realize how much they’re learning.
About Tech On Tap
Learning happens everywhere. Tech on Tap is a regular community speaker series that informs, educates, and raises questions about the impact of new technologies on society, equity, and policy. Topics include the types of issues and problems Virginia Tech’s Innovation Campus in Potomac Yard will explore.
Tech on Tap partners: Port City Brewery, Alexandria Library, and Alexandria Economic Development Partnership, VT College of Agriculture and Life Science

