128 citations · 428 across the 10 of their papers we have counts for
10 papers
Generating Long-term Continuous Multi-type Generation Profiles
Ming Dong
Today, the adoption of new technologies has increased power system dynamics significantly. Traditional long-term planning studies that most utility companies perform based on discr…
Generation of In-group Asset Condition Data for Power System Reliability Assessment
Ming Dong, Alexandre B. Nassif, Wenyuan Li
In a power system, unlike some critical and standalone assets that are equipped with condition monitoring devices, the conditions of most regular in-group assets are acquired throu…
Estimating Asset Class Health Indices in Power Systems
Ming Dong
Power systems have widely adopted the concept of health index to describe asset health statuses and choose proper asset management actions. The existing application and research wo…
A Data-driven Dynamic Rating Forecast Method and Application for Power Transformer Long-term Planning
Ming Dong
This paper presents a data-driven method for producing annual continuous dynamic rating of power transformers to serve the long-term planning purpose. Historically, research works…
Multi-year Long-term Load Forecast for Area Distribution Feeders based on Selective Sequence Learning
Ming Dong, Jian Shi, QingXin Shi
Long-term load forecast (LTLF) for area distribution feeders is one of the most critical tasks frequently performed in electric distribution utility companies. For a specific plann…
Combining Unsupervised and Supervised Learning for Asset Class Failure Prediction in Power Systems
Ming Dong
In power systems, an asset class is a group of power equipment that has the same function and shares similar electrical or mechanical characteristics. Predicting failures for diffe…