IEEE Power & Energy Magazine - May/June 2022 - 14

Artificial
Intelligence for
Load Forecasting
©SHUTTERSTOCK.COM/WAN WEI
History, Illusions,
and Opportunities
By Tao Hong
and Pu Wang
Digital Object Identifier 10.1109/MPE.2022.3150808
Date of current version: 19 April 2022
14
ieeepower & energy magazine
A
1540-7977/22©2022IEEE
ARTIFICIAL INTELLIGENCE (AI) HAS FOUND MANY
applications in today's world, such as computer vision for
self-driving cars, speech recognition for personal assistants,
and algorithm design for strategy gaming systems. Although
enjoying the convenience that AI has brought to our daily
lives, people may be wondering when and how it started
and evolved.
AI has gone through several waves since conceptualization
in the 1940s. One of the first commercial AI applications
was in the power industry, where artificial neural networks
(ANNs) were practically used for short-term load forecasting
in the 1990s. During the past three decades, the research
community has published thousands of load forecasting
papers that promote AI-based models, many of which have
originated from or resulted in illusions (misunderstandings,
may/june 2022

http://www.SHUTTERSTOCK.COM/WAN

IEEE Power & Energy Magazine - May/June 2022

Table of Contents for the Digital Edition of IEEE Power & Energy Magazine - May/June 2022

Contents
IEEE Power & Energy Magazine - May/June 2022 - Cover1
IEEE Power & Energy Magazine - May/June 2022 - Cover2
IEEE Power & Energy Magazine - May/June 2022 - Contents
IEEE Power & Energy Magazine - May/June 2022 - 2
IEEE Power & Energy Magazine - May/June 2022 - 3
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IEEE Power & Energy Magazine - May/June 2022 - Cover3
IEEE Power & Energy Magazine - May/June 2022 - Cover4
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