Reforming home energy consumption behavior based on mining techniques: a collaborative home appliances approach

Amira M. Idrees; Essam M. Shaaban

Article Details

Reforming home energy consumption behavior based on mining techniques: a collaborative home appliances approach

Authors:

Amira M. Idrees | Essam M. Shaaban

Publisher:

Kuwait University

Journal:

Kuwait Journal of Science Vol.47 Issue 4, pp.0-0

Document Type:

Article

Publication Date:

3/2020

Document Language:

English

Document ID (Org No.):

2001943031

pISSN:

2307-4116

Keywords:

Abstract:

 Energy Consumption has become one of the strategic objectives all over the world which is not only the enterprises obligation but it should also be all citizens’ obligation. Focusing on individuals’ energy consumption, a vital approach for saving energy is a collaboration strategy which aims at sharing the home appliances for best usage. In this research, an approach is proposed for recommending the collaboration plan for adjacent houses in different perspectives, they are sharing appliances and minimizing the consumption rate. The research adopts the mining techniques in order to explore the required associations targeting to build the road map for appliances consumption. Representing the proposed approach is performed through a formal representation to the contributed stakeholders and their relations, representing the relations and the required associations in a semantic network represents ion, and each stage is discussed in details. The research applied the experiment on two of the benchmark datasets which references are mentioned, all stages are applied and associations are explored with confidence above 90% and the results confirmed the applicability of the proposed approach.

Article Details

Reforming home energy consumption behavior based on mining techniques: a collaborative home appliances approach

Authors:

Amira M. Idrees | Essam M. Shaaban

Publisher:

Kuwait University

Journal:

Kuwait Journal of Science Vol.47 Issue 4, pp.0-0

Document Type:

Article

Publication Date:

3/2020

Document Language:

English

Document ID (Org No.):

2001943031

pISSN:

2307-4116

Energy Consumption

Associations Rules Mining

Collaborative Approach

Home Appliances

Apriori Algorithm

Issues

Article Details

Reforming home energy consumption behavior based on mining techniques: a collaborative home appliances approach

Authors: Amira M. Idrees | Essam M. Shaaban

Publisher: Kuwait University

Journal: Kuwait Journal of Science Vol.47 Issue 4, pp.0-0

Document Type: Article

Publication Date: 3/2020

Document Language: English

Document ID (Org No.): 2001943031

pISSN: 2307-4116

Energy Consumption

Associations Rules Mining

Collaborative Approach

Home Appliances

Apriori Algorithm

Issues

Authors:

Amira M. Idrees | Essam M. Shaaban

Publisher:

Kuwait University

Journal:

Kuwait Journal of Science Vol.47 Issue 4, pp.0-0

Document Type:

Article

Publication Date:

3/2020

Document Language:

English

Document ID (Org No.):

2001943031

pISSN:

2307-4116