Air conditioner group collaborative method under multi-layer information interaction structure. (1st November 2019)
- Record Type:
- Journal Article
- Title:
- Air conditioner group collaborative method under multi-layer information interaction structure. (1st November 2019)
- Main Title:
- Air conditioner group collaborative method under multi-layer information interaction structure
- Authors:
- Wu, Xin
Liang, Kaixin
Jiao, Dian - Abstract:
- Abstract: Demand-side air conditionings are abundant and can function as energy storage. With proper management, it can provide load following service, with application to clean energy. In this paper, an information interaction structure that achieves two-way interactions between a power grid, an aggregator, and loads is established. Based on this structure, a method of group cooperative management for aggregated air conditioning is studied. Appliance companies with cloud platforms can act as aggregators, coordinate the power grid and the demand side, and aggregate the physically dispersed air-conditioning resources into a controllable entity. Using non-intrusive load monitoring terminals, the grid acquires the load information, evaluates the on-grid air conditioning capacity, and assigns consumption tasks to the aggregator. The aggregators control air conditioning groups, and each group cooperates to complete the consumption tasks. This research established a two-way evaluation mechanism between a power grid and an aggregator for air conditioning capacity to serve the overall interests of all parties. The optimization problem of accommodation capacity allocation is constructed on users' comfort levels. The aggregated air conditionings are controlled by the sliding-mode model. The experiments illustrate that the algorithm can effectively follow the output of clean energy, while intervening less in the air conditioning operation. Highlights: An air-conditioning group controlAbstract: Demand-side air conditionings are abundant and can function as energy storage. With proper management, it can provide load following service, with application to clean energy. In this paper, an information interaction structure that achieves two-way interactions between a power grid, an aggregator, and loads is established. Based on this structure, a method of group cooperative management for aggregated air conditioning is studied. Appliance companies with cloud platforms can act as aggregators, coordinate the power grid and the demand side, and aggregate the physically dispersed air-conditioning resources into a controllable entity. Using non-intrusive load monitoring terminals, the grid acquires the load information, evaluates the on-grid air conditioning capacity, and assigns consumption tasks to the aggregator. The aggregators control air conditioning groups, and each group cooperates to complete the consumption tasks. This research established a two-way evaluation mechanism between a power grid and an aggregator for air conditioning capacity to serve the overall interests of all parties. The optimization problem of accommodation capacity allocation is constructed on users' comfort levels. The aggregated air conditionings are controlled by the sliding-mode model. The experiments illustrate that the algorithm can effectively follow the output of clean energy, while intervening less in the air conditioning operation. Highlights: An air-conditioning group control and management method is proposed, with application to follow clean energy. On-grid air-conditioning information can be obtained via non-intrusive load identification technique. Through cloud platform, dispersed air conditionings can be centrally controlled. Air-conditionings divided into groups are collaborative controlled to follow clean energy output. … (more)
- Is Part Of:
- Energy. Volume 186(2019)
- Journal:
- Energy
- Issue:
- Volume 186(2019)
- Issue Display:
- Volume 186, Issue 2019 (2019)
- Year:
- 2019
- Volume:
- 186
- Issue:
- 2019
- Issue Sort Value:
- 2019-0186-2019-0000
- Page Start:
- Page End:
- Publication Date:
- 2019-11-01
- Subjects:
- Clean energy consumption -- Air conditioning management -- Multi-layer interaction -- Air-conditioning grouping collaborative control -- Load following ancillary service
Power resources -- Periodicals
Power (Mechanics) -- Periodicals
Energy consumption -- Periodicals
333.7905 - Journal URLs:
- http://www.elsevier.com/journals ↗
- DOI:
- 10.1016/j.energy.2019.115851 ↗
- Languages:
- English
- ISSNs:
- 0360-5442
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3747.445000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 12001.xml