The Optimal Investment Strategy of P2G Based on Real Option Theory
This paper initially proposes a real options model for the investment of the Power-to-gas (P2G) plant based on uncertain operating cost which mainly refers to the price of electricity. Through the analysis of the uncertainty parameters affecting the operation of the P2G project, the mathematical mod...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2020-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8685103/ |
id |
doaj-0251911671914a6f8aa186be533958ce |
---|---|
record_format |
Article |
spelling |
doaj-0251911671914a6f8aa186be533958ce2021-03-30T02:06:36ZengIEEEIEEE Access2169-35362020-01-01812715612716610.1109/ACCESS.2019.29102598685103The Optimal Investment Strategy of P2G Based on Real Option TheoryZijuan Yang0Ciwei Gao1https://orcid.org/0000-0002-6982-7984Ming Zhao2School of Electrical Engineering, Southeast University, Jiangsu, ChinaSchool of Electrical Engineering, Southeast University, Jiangsu, ChinaElectric Power Research Institute, Yunnan Power Grid Co., Ltd., Kunming, ChinaThis paper initially proposes a real options model for the investment of the Power-to-gas (P2G) plant based on uncertain operating cost which mainly refers to the price of electricity. Through the analysis of the uncertainty parameters affecting the operation of the P2G project, the mathematical model expressing the relations between the parameters of P2G operation cost, electricity price, sunk cost, and other parameters are established. The Brownian motion is utilized to describe the operation cost, based on which, the option value and the project value models of P2G are derived in detail. According to these two models, the optimal investment timing of the P2G device and the corresponding optimal investment capacity can be determined. The above models are verified by numerical simulation. In addition, the influence of the change of parameters on the investment timing and investment capacity in the real options model is studied. The results show that the volatility of electricity price has a greater impact on the option value of P2G project than that of other parameters. When there is a high operating cost uncertainty, waiting is a better option, and the investment can be performed when the operating cost falls to the cost with reference to the optimal investment timing.https://ieeexplore.ieee.org/document/8685103/Power-to-gasreal optioninvestment opportunityinvestment capacityoperation cost uncertainty |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zijuan Yang Ciwei Gao Ming Zhao |
spellingShingle |
Zijuan Yang Ciwei Gao Ming Zhao The Optimal Investment Strategy of P2G Based on Real Option Theory IEEE Access Power-to-gas real option investment opportunity investment capacity operation cost uncertainty |
author_facet |
Zijuan Yang Ciwei Gao Ming Zhao |
author_sort |
Zijuan Yang |
title |
The Optimal Investment Strategy of P2G Based on Real Option Theory |
title_short |
The Optimal Investment Strategy of P2G Based on Real Option Theory |
title_full |
The Optimal Investment Strategy of P2G Based on Real Option Theory |
title_fullStr |
The Optimal Investment Strategy of P2G Based on Real Option Theory |
title_full_unstemmed |
The Optimal Investment Strategy of P2G Based on Real Option Theory |
title_sort |
optimal investment strategy of p2g based on real option theory |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
This paper initially proposes a real options model for the investment of the Power-to-gas (P2G) plant based on uncertain operating cost which mainly refers to the price of electricity. Through the analysis of the uncertainty parameters affecting the operation of the P2G project, the mathematical model expressing the relations between the parameters of P2G operation cost, electricity price, sunk cost, and other parameters are established. The Brownian motion is utilized to describe the operation cost, based on which, the option value and the project value models of P2G are derived in detail. According to these two models, the optimal investment timing of the P2G device and the corresponding optimal investment capacity can be determined. The above models are verified by numerical simulation. In addition, the influence of the change of parameters on the investment timing and investment capacity in the real options model is studied. The results show that the volatility of electricity price has a greater impact on the option value of P2G project than that of other parameters. When there is a high operating cost uncertainty, waiting is a better option, and the investment can be performed when the operating cost falls to the cost with reference to the optimal investment timing. |
topic |
Power-to-gas real option investment opportunity investment capacity operation cost uncertainty |
url |
https://ieeexplore.ieee.org/document/8685103/ |
work_keys_str_mv |
AT zijuanyang theoptimalinvestmentstrategyofp2gbasedonrealoptiontheory AT ciweigao theoptimalinvestmentstrategyofp2gbasedonrealoptiontheory AT mingzhao theoptimalinvestmentstrategyofp2gbasedonrealoptiontheory AT zijuanyang optimalinvestmentstrategyofp2gbasedonrealoptiontheory AT ciweigao optimalinvestmentstrategyofp2gbasedonrealoptiontheory AT mingzhao optimalinvestmentstrategyofp2gbasedonrealoptiontheory |
_version_ |
1724185698742829056 |