6 citations · 6 across the 1 of their papers we have counts for
3 papers
math.OC2020
Monetizing Customer Load Data for an Energy Retailer: A Cooperative Game Approach
Liyang Han, Jalal Kazempour, Pierre Pinson
When energy customers schedule loads ahead of time, this information, if acquired by their energy retailer, can improve the retailer's load forecasts. Better forecasts lead to whol…
cs.GT2019★ 6 cited
Estimation of the Shapley Value of a Peer-to-Peer Energy Sharing Game using Coalitional Stratified Random Sampling
Liyang Han, Thomas Morstyn, Malcolm McCulloch
Various peer-to-peer energy markets have emerged in recent years in an attempt to manage distributed energy resources in a more efficient way. One of the main challenges these mode…
cs.CE2019
Improving the Scalability of a Prosumer Cooperative Game with K-Means Clustering
Liyang Han, Thomas Morstyn, Constance Crozier +1
Among the various market structures under peer-to-peer energy sharing, one model based on cooperative game theory provides clear incentives for prosumers to collaboratively schedul…