A locational Marginal Price-Based Partition Optimal Economic Dispatch Model of Multi-Energy Systems

The large-scale penetration of renewable energy and deeply integrated multiple energy forms pose a major challenge for the accounting and allocation process of additional adjustment cost in multi-energy system and electricity market. The variable wind power and the operating status of multi-energy s...

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Main Authors: Hongyang Jin, Yun Teng, Tieyan Zhang, Zedi Wang, Bofu Deng
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2021.694983/full
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spelling doaj-2cd47a33d76f4c24a822bd19621d7ab72021-06-15T07:28:22ZengFrontiers Media S.A.Frontiers in Energy Research2296-598X2021-06-01910.3389/fenrg.2021.694983694983A locational Marginal Price-Based Partition Optimal Economic Dispatch Model of Multi-Energy SystemsHongyang JinYun TengTieyan ZhangZedi WangBofu DengThe large-scale penetration of renewable energy and deeply integrated multiple energy forms pose a major challenge for the accounting and allocation process of additional adjustment cost in multi-energy system and electricity market. The variable wind power and the operating status of multi-energy systems faced by the electricity market have driven researchers towards the decision of electricity spot market with complicated pricing mechanism. This paper presents a locational marginal price-based partition optimal economic dispatch model of multi-energy system with a high proportion of renewable energy. First, a model of the additional adjustment cost of multi-energy adjustable units to improve the power grid adjustment capacity is studied based on the power balance model of multi-energy conversion and storage. In the second, to improve the effectiveness of the ESM mechanism, an optimal economic dispatch model is established, with the goal of minimizing the additional adjustment cost of multi-energy adjustable units. Moreover, according to the characteristics of the model and the mechanism of locational marginal price-based economic dispatch, a solution method based on lagrangian relaxation is proposed. The incentive compatible locational marginal price is obtained. Finally, a simulation model of multi-energy systems based on IEEE 39-nodes power system and 7-nodes natural gas system is established. And the model is based on operating data of an actual grid with high proportion of renewable energy in Northeast China. The results of the examples show that the proposed method can effectively improve the efficiency and flexibility of multi-energy system. Another advantage of the proposed method is that the capabilities of the complementary multi-energy coordination can be promoted.https://www.frontiersin.org/articles/10.3389/fenrg.2021.694983/fullmulti-energy systems (MES)renewable energylocational marginal priceeconomic dispatchlagrangian relaxation algorithm
collection DOAJ
language English
format Article
sources DOAJ
author Hongyang Jin
Yun Teng
Tieyan Zhang
Zedi Wang
Bofu Deng
spellingShingle Hongyang Jin
Yun Teng
Tieyan Zhang
Zedi Wang
Bofu Deng
A locational Marginal Price-Based Partition Optimal Economic Dispatch Model of Multi-Energy Systems
Frontiers in Energy Research
multi-energy systems (MES)
renewable energy
locational marginal price
economic dispatch
lagrangian relaxation algorithm
author_facet Hongyang Jin
Yun Teng
Tieyan Zhang
Zedi Wang
Bofu Deng
author_sort Hongyang Jin
title A locational Marginal Price-Based Partition Optimal Economic Dispatch Model of Multi-Energy Systems
title_short A locational Marginal Price-Based Partition Optimal Economic Dispatch Model of Multi-Energy Systems
title_full A locational Marginal Price-Based Partition Optimal Economic Dispatch Model of Multi-Energy Systems
title_fullStr A locational Marginal Price-Based Partition Optimal Economic Dispatch Model of Multi-Energy Systems
title_full_unstemmed A locational Marginal Price-Based Partition Optimal Economic Dispatch Model of Multi-Energy Systems
title_sort locational marginal price-based partition optimal economic dispatch model of multi-energy systems
publisher Frontiers Media S.A.
series Frontiers in Energy Research
issn 2296-598X
publishDate 2021-06-01
description The large-scale penetration of renewable energy and deeply integrated multiple energy forms pose a major challenge for the accounting and allocation process of additional adjustment cost in multi-energy system and electricity market. The variable wind power and the operating status of multi-energy systems faced by the electricity market have driven researchers towards the decision of electricity spot market with complicated pricing mechanism. This paper presents a locational marginal price-based partition optimal economic dispatch model of multi-energy system with a high proportion of renewable energy. First, a model of the additional adjustment cost of multi-energy adjustable units to improve the power grid adjustment capacity is studied based on the power balance model of multi-energy conversion and storage. In the second, to improve the effectiveness of the ESM mechanism, an optimal economic dispatch model is established, with the goal of minimizing the additional adjustment cost of multi-energy adjustable units. Moreover, according to the characteristics of the model and the mechanism of locational marginal price-based economic dispatch, a solution method based on lagrangian relaxation is proposed. The incentive compatible locational marginal price is obtained. Finally, a simulation model of multi-energy systems based on IEEE 39-nodes power system and 7-nodes natural gas system is established. And the model is based on operating data of an actual grid with high proportion of renewable energy in Northeast China. The results of the examples show that the proposed method can effectively improve the efficiency and flexibility of multi-energy system. Another advantage of the proposed method is that the capabilities of the complementary multi-energy coordination can be promoted.
topic multi-energy systems (MES)
renewable energy
locational marginal price
economic dispatch
lagrangian relaxation algorithm
url https://www.frontiersin.org/articles/10.3389/fenrg.2021.694983/full
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