Abstract:
Smart home scheduling is regarded as an effective technique in Demand Side Management(DSM). In this paper, we intended to formulate an efficient algorithm to schedule sma...Show MoreNotes: This article was originally incorrectly tagged as not presented at the conference. It is now included as part of the conference record.
Metadata
Abstract:
Smart home scheduling is regarded as an effective technique in Demand Side Management(DSM). In this paper, we intended to formulate an efficient algorithm to schedule smart home appliances to minimize the monetary cost of electricity as possible. Discrete power levels for appliances and quadric pricing model are adopted in this work. The proposed algorithm consists of two parts, with cuckoo search optimization(CSO) via Levy flight searching for real number solutions as relaxed forms, and branch and bound method mapping relaxed forms to discrete power level values. Simulation results show that our algorithm outperforms the previous work in monetary cost within similar execution time.
Notes: This article was originally incorrectly tagged as not presented at the conference. It is now included as part of the conference record.
Date of Conference: 05-08 August 2018
Date Added to IEEE Xplore: 14 April 2019
ISBN Information:
ISSN Information:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Smart Home ,
- Levy Flight ,
- Cuckoo Search ,
- Cuckoo Search Optimization ,
- Power Level ,
- Pricing Model ,
- Discrete Levels ,
- Monetary Cost ,
- Demand-side Management ,
- Relaxed Form ,
- Low Cost ,
- Optimization Problem ,
- Objective Function ,
- Power Consumption ,
- Energy Requirements ,
- Random Walk ,
- Consumption Activity ,
- Particle Swarm Optimization ,
- Global Search ,
- Mixed Integer Linear Programming ,
- Energy Load ,
- Ant Colony Optimization ,
- Depth-first ,
- Home Systems ,
- Swarm Intelligence ,
- Part Of Search ,
- Unknown Space
- Author Keywords
Contents Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Smart Home ,
- Levy Flight ,
- Cuckoo Search ,
- Cuckoo Search Optimization ,
- Power Level ,
- Pricing Model ,
- Discrete Levels ,
- Monetary Cost ,
- Demand-side Management ,
- Relaxed Form ,
- Low Cost ,
- Optimization Problem ,
- Objective Function ,
- Power Consumption ,
- Energy Requirements ,
- Random Walk ,
- Consumption Activity ,
- Particle Swarm Optimization ,
- Global Search ,
- Mixed Integer Linear Programming ,
- Energy Load ,
- Ant Colony Optimization ,
- Depth-first ,
- Home Systems ,
- Swarm Intelligence ,
- Part Of Search ,
- Unknown Space
- Author Keywords
