Mixed Integer Linear Programming Model for Peak Operation of Gas-Fired Generating Units with Disjoint-Prohibited Operating Zones
Due to booming economic development over the past decades, energy demands in most of China’s provincial power grids have increased sharply, and it has become challenging to guarantee the energy balance at peak periods. In many provincial electric systems of China, gas-fired generators are...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2019-06-01
|
Series: | Energies |
Subjects: | |
Online Access: | https://www.mdpi.com/1996-1073/12/11/2179 |
id |
doaj-cbc4bb45e3a848eea7664bda14042e2c |
---|---|
record_format |
Article |
spelling |
doaj-cbc4bb45e3a848eea7664bda14042e2c2020-11-25T02:40:48ZengMDPI AGEnergies1996-10732019-06-011211217910.3390/en12112179en12112179Mixed Integer Linear Programming Model for Peak Operation of Gas-Fired Generating Units with Disjoint-Prohibited Operating ZonesZhongkai Feng0Wenjing Niu1Sen Wang2Chuntian Cheng3Zhenguo Song4School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, ChinaBureau of Hydrology, ChangJiang Water Resources Commission, Wuhan 430010, ChinaKey Laboratory of the Pearl River Estuarine Dynamics and Associated Process Regulation, Ministry of Water Resources, Guangzhou 510611, ChinaInstitute of Hydropower and Hydroinformatics, Dalian University of Technology, Dalian 116024, ChinaChina Ship Development and Design Center, Wuhan 430064, ChinaDue to booming economic development over the past decades, energy demands in most of China’s provincial power grids have increased sharply, and it has become challenging to guarantee the energy balance at peak periods. In many provincial electric systems of China, gas-fired generators are one of the most important peaking power sources to respond the load change at peak periods. To meet this practical necessity, a novel mixed integer linear programming model is proposed in this paper for the peak operation of gas-fired generating units with disjoint-prohibited operating zones. In the developed model, the objective function is chosen to minimize the peak-valley difference of the remaining load series that is obtained by subtracting the total generation of all the gas-fired units from the original load curve. The real-world simulations in several cases show that the developed model is able to generate satisfying scheduling results by reasonably allocating the power outputs of all the gas-fired generators in the scheduling horizon. Then, the management implications obtained lie in the fact that it is necessary to increase the share of peak power sources in the mid- to long-term planning of an electrical power system; and in the daily operation of the power grid, greater flexibility should be given to the gas-fired units to reduce peak pressure.https://www.mdpi.com/1996-1073/12/11/2179mixed integer linear programmingpeak shaving operationgas-fired generating unitdisjoint prohibited operating zonesprovincial electric system |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhongkai Feng Wenjing Niu Sen Wang Chuntian Cheng Zhenguo Song |
spellingShingle |
Zhongkai Feng Wenjing Niu Sen Wang Chuntian Cheng Zhenguo Song Mixed Integer Linear Programming Model for Peak Operation of Gas-Fired Generating Units with Disjoint-Prohibited Operating Zones Energies mixed integer linear programming peak shaving operation gas-fired generating unit disjoint prohibited operating zones provincial electric system |
author_facet |
Zhongkai Feng Wenjing Niu Sen Wang Chuntian Cheng Zhenguo Song |
author_sort |
Zhongkai Feng |
title |
Mixed Integer Linear Programming Model for Peak Operation of Gas-Fired Generating Units with Disjoint-Prohibited Operating Zones |
title_short |
Mixed Integer Linear Programming Model for Peak Operation of Gas-Fired Generating Units with Disjoint-Prohibited Operating Zones |
title_full |
Mixed Integer Linear Programming Model for Peak Operation of Gas-Fired Generating Units with Disjoint-Prohibited Operating Zones |
title_fullStr |
Mixed Integer Linear Programming Model for Peak Operation of Gas-Fired Generating Units with Disjoint-Prohibited Operating Zones |
title_full_unstemmed |
Mixed Integer Linear Programming Model for Peak Operation of Gas-Fired Generating Units with Disjoint-Prohibited Operating Zones |
title_sort |
mixed integer linear programming model for peak operation of gas-fired generating units with disjoint-prohibited operating zones |
publisher |
MDPI AG |
series |
Energies |
issn |
1996-1073 |
publishDate |
2019-06-01 |
description |
Due to booming economic development over the past decades, energy demands in most of China’s provincial power grids have increased sharply, and it has become challenging to guarantee the energy balance at peak periods. In many provincial electric systems of China, gas-fired generators are one of the most important peaking power sources to respond the load change at peak periods. To meet this practical necessity, a novel mixed integer linear programming model is proposed in this paper for the peak operation of gas-fired generating units with disjoint-prohibited operating zones. In the developed model, the objective function is chosen to minimize the peak-valley difference of the remaining load series that is obtained by subtracting the total generation of all the gas-fired units from the original load curve. The real-world simulations in several cases show that the developed model is able to generate satisfying scheduling results by reasonably allocating the power outputs of all the gas-fired generators in the scheduling horizon. Then, the management implications obtained lie in the fact that it is necessary to increase the share of peak power sources in the mid- to long-term planning of an electrical power system; and in the daily operation of the power grid, greater flexibility should be given to the gas-fired units to reduce peak pressure. |
topic |
mixed integer linear programming peak shaving operation gas-fired generating unit disjoint prohibited operating zones provincial electric system |
url |
https://www.mdpi.com/1996-1073/12/11/2179 |
work_keys_str_mv |
AT zhongkaifeng mixedintegerlinearprogrammingmodelforpeakoperationofgasfiredgeneratingunitswithdisjointprohibitedoperatingzones AT wenjingniu mixedintegerlinearprogrammingmodelforpeakoperationofgasfiredgeneratingunitswithdisjointprohibitedoperatingzones AT senwang mixedintegerlinearprogrammingmodelforpeakoperationofgasfiredgeneratingunitswithdisjointprohibitedoperatingzones AT chuntiancheng mixedintegerlinearprogrammingmodelforpeakoperationofgasfiredgeneratingunitswithdisjointprohibitedoperatingzones AT zhenguosong mixedintegerlinearprogrammingmodelforpeakoperationofgasfiredgeneratingunitswithdisjointprohibitedoperatingzones |
_version_ |
1724779673678774272 |