Low-Carbon Economic Bi-Level Optimal Dispatching of an Integrated Power and Natural Gas Energy System Considering Carbon Trading

The integrated power and natural gas energy system (IPGES) is of great significance to promote the coordination and complementarity of multi-energy flow, and it is an important carrier to increase the proportion of wind power accommodation and achieve the goal of carbon emission reduction. In this p...

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Main Authors: Hong Li, Yazhong Ye, Lanxin Lin
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/15/6968
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spelling doaj-198c9d8228eb4318949486cce56918642021-08-06T15:19:18ZengMDPI AGApplied Sciences2076-34172021-07-01116968696810.3390/app11156968Low-Carbon Economic Bi-Level Optimal Dispatching of an Integrated Power and Natural Gas Energy System Considering Carbon TradingHong Li0Yazhong Ye1Lanxin Lin2State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071000, ChinaState Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071000, ChinaState Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071000, ChinaThe integrated power and natural gas energy system (IPGES) is of great significance to promote the coordination and complementarity of multi-energy flow, and it is an important carrier to increase the proportion of wind power accommodation and achieve the goal of carbon emission reduction. In this paper, firstly, the reward and punishment ladder-type carbon trading model is constructed, and the impact of the carbon trading mechanisms on the carbon emission sources in the power system is comparatively analyzed. Secondly, in order to achieve a reasonable allocation of carbon resources in IPGES, a bi-level optimization model is established while taking into account the economics of dispatching and the requirements of carbon emission reduction. Among them, the outer layer is the optimal carbon price solution model considering carbon trading; in the inner layer, considering the power system constraints, natural gas system constraints, and coupling element operation constraints, a stochastic optimal dispatching model of IPGES based on scenario analysis is established. Scenario generation and reduction methods are used to deal with the uncertainty of wind power, and the inner model is processed as a mixed integer linear programming problem. In the MATLAB environment, program the dichotomy and call the Gurobi optimization solver to complete the interactive solution of the inner and outer models. Finally, case studies that use an integrated IEEE 39-bus power system and Belgian 20-node gas system demonstrate the effectiveness and scalability of the proposed model and optimization method.https://www.mdpi.com/2076-3417/11/15/6968integrated power and natural gas energy systemcarbon tradingreward and punishment ladder-typeoptimal carbon pricestochastic optimalbi-level model
collection DOAJ
language English
format Article
sources DOAJ
author Hong Li
Yazhong Ye
Lanxin Lin
spellingShingle Hong Li
Yazhong Ye
Lanxin Lin
Low-Carbon Economic Bi-Level Optimal Dispatching of an Integrated Power and Natural Gas Energy System Considering Carbon Trading
Applied Sciences
integrated power and natural gas energy system
carbon trading
reward and punishment ladder-type
optimal carbon price
stochastic optimal
bi-level model
author_facet Hong Li
Yazhong Ye
Lanxin Lin
author_sort Hong Li
title Low-Carbon Economic Bi-Level Optimal Dispatching of an Integrated Power and Natural Gas Energy System Considering Carbon Trading
title_short Low-Carbon Economic Bi-Level Optimal Dispatching of an Integrated Power and Natural Gas Energy System Considering Carbon Trading
title_full Low-Carbon Economic Bi-Level Optimal Dispatching of an Integrated Power and Natural Gas Energy System Considering Carbon Trading
title_fullStr Low-Carbon Economic Bi-Level Optimal Dispatching of an Integrated Power and Natural Gas Energy System Considering Carbon Trading
title_full_unstemmed Low-Carbon Economic Bi-Level Optimal Dispatching of an Integrated Power and Natural Gas Energy System Considering Carbon Trading
title_sort low-carbon economic bi-level optimal dispatching of an integrated power and natural gas energy system considering carbon trading
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2021-07-01
description The integrated power and natural gas energy system (IPGES) is of great significance to promote the coordination and complementarity of multi-energy flow, and it is an important carrier to increase the proportion of wind power accommodation and achieve the goal of carbon emission reduction. In this paper, firstly, the reward and punishment ladder-type carbon trading model is constructed, and the impact of the carbon trading mechanisms on the carbon emission sources in the power system is comparatively analyzed. Secondly, in order to achieve a reasonable allocation of carbon resources in IPGES, a bi-level optimization model is established while taking into account the economics of dispatching and the requirements of carbon emission reduction. Among them, the outer layer is the optimal carbon price solution model considering carbon trading; in the inner layer, considering the power system constraints, natural gas system constraints, and coupling element operation constraints, a stochastic optimal dispatching model of IPGES based on scenario analysis is established. Scenario generation and reduction methods are used to deal with the uncertainty of wind power, and the inner model is processed as a mixed integer linear programming problem. In the MATLAB environment, program the dichotomy and call the Gurobi optimization solver to complete the interactive solution of the inner and outer models. Finally, case studies that use an integrated IEEE 39-bus power system and Belgian 20-node gas system demonstrate the effectiveness and scalability of the proposed model and optimization method.
topic integrated power and natural gas energy system
carbon trading
reward and punishment ladder-type
optimal carbon price
stochastic optimal
bi-level model
url https://www.mdpi.com/2076-3417/11/15/6968
work_keys_str_mv AT hongli lowcarboneconomicbileveloptimaldispatchingofanintegratedpowerandnaturalgasenergysystemconsideringcarbontrading
AT yazhongye lowcarboneconomicbileveloptimaldispatchingofanintegratedpowerandnaturalgasenergysystemconsideringcarbontrading
AT lanxinlin lowcarboneconomicbileveloptimaldispatchingofanintegratedpowerandnaturalgasenergysystemconsideringcarbontrading
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