Emissions control via carbon policies and microgrid generation: A bilevel model and Pareto analysis. (October 2015)
- Record Type:
- Journal Article
- Title:
- Emissions control via carbon policies and microgrid generation: A bilevel model and Pareto analysis. (October 2015)
- Main Title:
- Emissions control via carbon policies and microgrid generation: A bilevel model and Pareto analysis
- Authors:
- Feijoo, Felipe
Das, Tapas K. - Abstract:
- Abstract: Economic models are needed to analyze the impact of policies adopted for controlling carbon emissions and increasing distributed renewable generation in microgrids (green penetration). The impacts are manifested in performance measures like emissions, electricity prices, and electricity consumption. This paper presents an economic model comprising bi-level optimization and Pareto analysis. In the bi-level framework, the upper level models the operation of the microgrids and the lower level deals with electricity dispatch in the grid. The economic model is applied on a sample network in two steps. In step1, the bi-level model yields operational strategies for the microgrids and the corresponding values of the grid performance measures. In step2, a statistical analysis of variance combined with Pareto optimization attains guidelines for setting policies for emissions reduction and green penetration without adversely impacting electricity prices and demand. We conclude that renewable generation from microgrids can significantly reduce the negative impacts of the policies. Our economic model is novel as it 1) integrates operational strategies of microgrids and the grid under an emissions control regime, 2) explicitly considers social cost of carbon in the electricity dispatch, and 3) balances multiple objectives of emissions reduction, green penetration, and electricity consumption using a Pareto analysis. Highlights: Obtain a balance among green penetration, price,Abstract: Economic models are needed to analyze the impact of policies adopted for controlling carbon emissions and increasing distributed renewable generation in microgrids (green penetration). The impacts are manifested in performance measures like emissions, electricity prices, and electricity consumption. This paper presents an economic model comprising bi-level optimization and Pareto analysis. In the bi-level framework, the upper level models the operation of the microgrids and the lower level deals with electricity dispatch in the grid. The economic model is applied on a sample network in two steps. In step1, the bi-level model yields operational strategies for the microgrids and the corresponding values of the grid performance measures. In step2, a statistical analysis of variance combined with Pareto optimization attains guidelines for setting policies for emissions reduction and green penetration without adversely impacting electricity prices and demand. We conclude that renewable generation from microgrids can significantly reduce the negative impacts of the policies. Our economic model is novel as it 1) integrates operational strategies of microgrids and the grid under an emissions control regime, 2) explicitly considers social cost of carbon in the electricity dispatch, and 3) balances multiple objectives of emissions reduction, green penetration, and electricity consumption using a Pareto analysis. Highlights: Obtain a balance among green penetration, price, and electricity consumption. A MPEC model to study the interaction between microgrids and the main grid. Under carbon policies, microgrids help to spur consumption (contrary to peak shaving). SCC reduces demand by increasing price, which cannot be compensated by green energy. … (more)
- Is Part Of:
- Energy. Volume 90:Part 2(2015)
- Journal:
- Energy
- Issue:
- Volume 90:Part 2(2015)
- Issue Display:
- Volume 90, Issue 2, Part 2 (2015)
- Year:
- 2015
- Volume:
- 90
- Issue:
- 2
- Part:
- 2
- Issue Sort Value:
- 2015-0090-0002-0002
- Page Start:
- 1545
- Page End:
- 1555
- Publication Date:
- 2015-10
- Subjects:
- Smartgrid -- Microgrid -- Emissions control -- Renewable energy -- MPEC
Power resources -- Periodicals
Power (Mechanics) -- Periodicals
Energy consumption -- Periodicals
333.7905 - Journal URLs:
- http://www.elsevier.com/journals ↗
- DOI:
- 10.1016/j.energy.2015.06.110 ↗
- 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:
- 10727.xml