A Knapsack Problem Approach For Achieving Efficient Energy Consumption in Smart Grid for Endusers’ Life Style
In order to achieve an efficient energy consumption level in the residential sector of a smart grid, the end-users are equipped with various smart home energy controller technologies. The devices are provided to inform the consumers about their consumption pattern by showing or sending different kin...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Conference Paper |
| Published: |
IEEE
2010
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| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/16252 |
| _version_ | 1848749122659549184 |
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| author | Sianaki, Omid Hussain, Omar Tabesh, A. |
| author2 | Thomas King |
| author_facet | Thomas King Sianaki, Omid Hussain, Omar Tabesh, A. |
| author_sort | Sianaki, Omid |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | In order to achieve an efficient energy consumption level in the residential sector of a smart grid, the end-users are equipped with various smart home energy controller technologies. The devices are provided to inform the consumers about their consumption pattern by showing or sending different kinds of consumptional information to them. This kind of information is provided to assist them in making decisions about altering their consumption behaviour or to urge them to modify their life style during peak hours. We propose that the energy home controllers should offer preferred and optimal scenarios to support end-users when making a decision about their consumption. Effective scenarios should emerge from consumer's life style and preferences. In this paper, we will apply AHP methodology to quantify the consumer's preferences for using appliances during peak periods when the price has increased, and use the Knapsack problem approach to achieve the optimal solution for managing the appliances. With this approach, not only will the cost of electricity not escalate during peak hours, but also user preferences, satisfaction and minimum change to current life style will be considered. |
| first_indexed | 2025-11-14T07:15:55Z |
| format | Conference Paper |
| id | curtin-20.500.11937-16252 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:15:55Z |
| publishDate | 2010 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-162522017-09-13T15:55:19Z A Knapsack Problem Approach For Achieving Efficient Energy Consumption in Smart Grid for Endusers’ Life Style Sianaki, Omid Hussain, Omar Tabesh, A. Thomas King smart grid knapsack problem dynamic pricing analytic hierarchy process energy consumption management In order to achieve an efficient energy consumption level in the residential sector of a smart grid, the end-users are equipped with various smart home energy controller technologies. The devices are provided to inform the consumers about their consumption pattern by showing or sending different kinds of consumptional information to them. This kind of information is provided to assist them in making decisions about altering their consumption behaviour or to urge them to modify their life style during peak hours. We propose that the energy home controllers should offer preferred and optimal scenarios to support end-users when making a decision about their consumption. Effective scenarios should emerge from consumer's life style and preferences. In this paper, we will apply AHP methodology to quantify the consumer's preferences for using appliances during peak periods when the price has increased, and use the Knapsack problem approach to achieve the optimal solution for managing the appliances. With this approach, not only will the cost of electricity not escalate during peak hours, but also user preferences, satisfaction and minimum change to current life style will be considered. 2010 Conference Paper http://hdl.handle.net/20.500.11937/16252 10.1109/CITRES.2010.5619873 IEEE fulltext |
| spellingShingle | smart grid knapsack problem dynamic pricing analytic hierarchy process energy consumption management Sianaki, Omid Hussain, Omar Tabesh, A. A Knapsack Problem Approach For Achieving Efficient Energy Consumption in Smart Grid for Endusers’ Life Style |
| title | A Knapsack Problem Approach For Achieving Efficient Energy Consumption in Smart Grid for Endusers’ Life Style |
| title_full | A Knapsack Problem Approach For Achieving Efficient Energy Consumption in Smart Grid for Endusers’ Life Style |
| title_fullStr | A Knapsack Problem Approach For Achieving Efficient Energy Consumption in Smart Grid for Endusers’ Life Style |
| title_full_unstemmed | A Knapsack Problem Approach For Achieving Efficient Energy Consumption in Smart Grid for Endusers’ Life Style |
| title_short | A Knapsack Problem Approach For Achieving Efficient Energy Consumption in Smart Grid for Endusers’ Life Style |
| title_sort | knapsack problem approach for achieving efficient energy consumption in smart grid for endusers’ life style |
| topic | smart grid knapsack problem dynamic pricing analytic hierarchy process energy consumption management |
| url | http://hdl.handle.net/20.500.11937/16252 |