Negotiating the selling price of hydropower energy using multi-agent systems in BOT

During the feasibility study of BOT (Build-Operate-Transfer) hydropower investments, the selling price of energy is the most critical parameter that impacts the net present value (NPV) estimated by the investors. Investors usually consider the price of energy guaranteed by the government during the...

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Main Authors: Emre Caner Akcay, Irem Dikmen, M. Talat Birgonul, David Arditi
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2019-05-01
Series:Journal of Civil Engineering and Management
Subjects:
Online Access:http://journals.vgtu.lt/index.php/JCEM/article/view/9874
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spelling doaj-ea9b66ec9e764898a3fd19a711313bcb2021-07-02T03:51:30ZengVilnius Gediminas Technical UniversityJournal of Civil Engineering and Management1392-37301822-36052019-05-0125510.3846/jcem.2019.9874Negotiating the selling price of hydropower energy using multi-agent systems in BOTEmre Caner Akcay0Irem Dikmen1M. Talat Birgonul2David Arditi3Department of Civil, Architectural and Environmental Engineering, Illinois Institute of Technology, Alumni Memorial Hall, 3201 S. Dearborn St., 60616, Chicago, USADepartment of Civil Engineering, Middle East Technical University, Dumlupınar Bulvarı-1, 06800 Ankara, TurkeyDepartment of Civil Engineering, Middle East Technical University, Dumlupınar Bulvarı-1, 06800 Ankara, TurkeyDepartment of Civil, Architectural and Environmental Engineering, Illinois Institute of Technology, Alumni Memorial Hall, 3201 S. Dearborn St., 60616, Chicago, USA During the feasibility study of BOT (Build-Operate-Transfer) hydropower investments, the selling price of energy is the most critical parameter that impacts the net present value (NPV) estimated by the investors. Investors usually consider the price of energy guaranteed by the government during their feasibility studies which is the worst case scenario. However, it is apparent that negotiations that take place between investor and broker determine the price of energy which is affected by various sources of uncertainty associated with the energy demand and country conditions. The objective of this study was to make a realistic estimate of the investor’s selling price by modeling the negotiation process between investor and broker using a multi-agent system (MAS). Thus, the factors affecting the negotiation process were identified, a negotiation protocol between the parties was set up, negotiation scenarios were determined, and modelled by using a MAS. The model was tested on a hydropower investment in Turkey and generated more realistic results compared to the current practice. Investors and brokers may benefit from this study because it considers the potential changes in the market as well as the negotiating postures of parties under different scenarios. http://journals.vgtu.lt/index.php/JCEM/article/view/9874renewable energyhydropower investmentmulti-agent systemnegotiation
collection DOAJ
language English
format Article
sources DOAJ
author Emre Caner Akcay
Irem Dikmen
M. Talat Birgonul
David Arditi
spellingShingle Emre Caner Akcay
Irem Dikmen
M. Talat Birgonul
David Arditi
Negotiating the selling price of hydropower energy using multi-agent systems in BOT
Journal of Civil Engineering and Management
renewable energy
hydropower investment
multi-agent system
negotiation
author_facet Emre Caner Akcay
Irem Dikmen
M. Talat Birgonul
David Arditi
author_sort Emre Caner Akcay
title Negotiating the selling price of hydropower energy using multi-agent systems in BOT
title_short Negotiating the selling price of hydropower energy using multi-agent systems in BOT
title_full Negotiating the selling price of hydropower energy using multi-agent systems in BOT
title_fullStr Negotiating the selling price of hydropower energy using multi-agent systems in BOT
title_full_unstemmed Negotiating the selling price of hydropower energy using multi-agent systems in BOT
title_sort negotiating the selling price of hydropower energy using multi-agent systems in bot
publisher Vilnius Gediminas Technical University
series Journal of Civil Engineering and Management
issn 1392-3730
1822-3605
publishDate 2019-05-01
description During the feasibility study of BOT (Build-Operate-Transfer) hydropower investments, the selling price of energy is the most critical parameter that impacts the net present value (NPV) estimated by the investors. Investors usually consider the price of energy guaranteed by the government during their feasibility studies which is the worst case scenario. However, it is apparent that negotiations that take place between investor and broker determine the price of energy which is affected by various sources of uncertainty associated with the energy demand and country conditions. The objective of this study was to make a realistic estimate of the investor’s selling price by modeling the negotiation process between investor and broker using a multi-agent system (MAS). Thus, the factors affecting the negotiation process were identified, a negotiation protocol between the parties was set up, negotiation scenarios were determined, and modelled by using a MAS. The model was tested on a hydropower investment in Turkey and generated more realistic results compared to the current practice. Investors and brokers may benefit from this study because it considers the potential changes in the market as well as the negotiating postures of parties under different scenarios.
topic renewable energy
hydropower investment
multi-agent system
negotiation
url http://journals.vgtu.lt/index.php/JCEM/article/view/9874
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AT mtalatbirgonul negotiatingthesellingpriceofhydropowerenergyusingmultiagentsystemsinbot
AT davidarditi negotiatingthesellingpriceofhydropowerenergyusingmultiagentsystemsinbot
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