Name
Title | ||
|---|---|---|
Precise Mass-Market Energy Demand Management Through Stochastic Distributed Computing |
Abstract | ||
|---|---|---|
Even though demand response (DR) participation has substantial benefits to the market as a whole, current DR programs suffer from a collection of market, regulatory, infrastructure and technology problems, such as lack of scalability, lack of privacy, imprecision, and nonacceptance by customers. This paper describes how a fundamentally different DR approach, based on service priority tiers for appliances and on stochastic distributed computing, can overcome these problems and be integrated with energy markets. Our approach takes advantage of inexpensive communications technology to estimate the state of home and small-business major electrical appliances and have those appliances respond to power grid state signals within a few seconds. Organizing appliances into service priority tiers allows retail customer power demand to be de-commoditized, making these DR resources a potent force for improving the efficiency of energy markets. This paper describes the proposed methodology, examines how it can be integrated into energy markets, and presents results from mathematical analysis and from simulation of 100 000 devices. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1109/TSG.2013.2263396 | Smart Grid, IEEE Transactions |
Keywords | Field | DocType |
demand side management,domestic appliances,energy management systems,mathematical analysis,power markets,stochastic processes,DR participation,energy markets,home electrical appliances,inexpensive communication technology,mathematical analysis,power grid state signals,power market design,precise mass-market energy demand management,retail customer power demand,service priority tiers,small-business major electrical appliances,stochastic distributed computing,Demand response,distributed computing,locational marginal pricing,power market auctions,stochastic control | Economics,Energy demand management,Demand response,Stochastic process,Power grid,Power demand,Information and Communications Technology,Mass market,Distributed computing,Scalability | Journal |
Volume | Issue | ISSN |
4 | 4 | 1949-3053 |
Citations | PageRank | References |
2 | 0.38 | 3 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| ALEX PAPALEXOPOULOS | 1 | 7 | 2.40 |
| Jacob Beal | 2 | 47 | 4.39 |
| Steven Florek | 3 | 2 | 0.38 |