scholarly journals Valuation of Wind Energy Turbines Using Volatility of Wind and Price

2021 ◽  
Author(s):  
Doron Greenberg ◽  
Michael Byalsky ◽  
Asher Yahalom
Keyword(s):  
Wind Energy ◽  
Real Options ◽  
Net Present Value ◽  
Discounted Cash Flow ◽  
Energy Investment ◽  
Real Options Analysis ◽  
The Real ◽  
Investment Projects ◽  
Managerial Flexibility ◽  
Renewable Energy Investment

The limitedness of the nonrenewable local energy resources in Israel, even in background of the later gas fields’ findings, continues to force the state to devote various efforts for the ‘green’ energy development. These efforts include installations both in the solar and in the wind energy, with a purpose to improve the diversity of energy sources. While the standard discounted cash flow (DCF) method using the net present value (NPV) criterion is extensively adopted to evaluate investments, the standard DCF method is inappropriate for the rapidly changing investment climate and for the managerial flexibility in investment decisions. In recent years, the real options analysis (ROA) technique is widely applied in many studies for valuation of renewable energy investment projects. Hence, we apply in this study the real options analysis approach for the valuation of wind energy turbines and apply it to the analysis of wind energy economic potential in Israel.

scholarly journals Real options analysis in the engineering company practice

2013 ◽  
Vol 61 (7) ◽  
pp. 2303-2309
Author(s):  
Václav Klepáč ◽  
Petr Kříž ◽  
David Hampel
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Simulations ◽  
Real Options ◽  
Net Present Value ◽  
Simulation Software ◽  
Real Options Analysis ◽  
The Real ◽  
Investment Projects ◽  
Research Problems ◽  
Path Dependent

In this paper, we deal with the real options analysis of selected investment projects. This approach is supplemented and compared to calculations of the net present value (NPV). Two research problems are analyzed: acquisition of the simulation software for the foundry industry in the sense of the expansive options and options on leaving the project in the case of acquisition of the spectrometer. For the option valuation, there were used analytical and numerical methods like the Black-Scholes model, binomial model and Monte Carlo simulations. In the case of binomial pricing model we used modification describing the behavior of the project’s cash-flow (CF) due to capacity of the company, path-dependent addiction and embedded option barrier. To extend the application of the real options analysis, we propose procedures for sensitivity analysis and option pricing based on Monte Carlo simulations for particular case of stochastic volatility.

scholarly journals Valuation of Wind Energy Turbines Using Volatility of Wind and Price

Electronics ◽  
2021 ◽  
Vol 10 (9) ◽  
pp. 1098
Author(s):  
Doron Greenberg ◽  
Michael Byalsky ◽  
Asher Yahalom
Keyword(s):  
Power Generation ◽  
Renewable Energy ◽  
Standard Deviation ◽  
Wind Energy ◽  
Real Options ◽  
Green Energy ◽  
Energy Sources ◽  
Energy Investment ◽  
Real Options Analysis ◽  
The Real

The limitedness of the nonrenewable local energy resources in Israel, even in the background of the later gas fields’ findings, continues to force the state to devote various efforts towards ‘green’ energy development. These efforts include installations, both for the solar and for wind energy, thus improving the diversity of energy sources. While the standard discounted cash flow (DCF) method using the net present value (NPV) criterion is extensively adopted to evaluate investments, the standard DCF method is inappropriate for the rapidly changing investment climate and for the managerial flexibility in investment decisions. In recent years, the real options analysis (ROA) technique has been widely applied in many studies for the valuation of renewable energy investment projects. Taking into account the above background, we apply, in this study, the real options analysis approach for the valuation of wind energy turbines and apply it to the analysis of wind energy economic potential in Israel, which is the context of our work. We hypothesize that due to nature of wind energy production uncertainties, the ROA method is better than the alternative. The novelty of this paper includes the following: real world wind statistics of the Merom Golan site in Israel (velocity 3.73 m/s, with a standard deviation of 2.03 m/s), a realistic power generation estimation (power generation of 1205.84 kW with a standard deviation of about 0.5% in annual value which is worth about 1.3 M$ per annum), and an economic model to evaluate the profitability of such a project. We thus discuss the existing challenges of diversifying renewable energy sources in Israel by adding wind installations. Our motivation is to introduce a method which will allow investors and officials to take into account uncertainties when deciding in investing in such wind installations. The outcomes of the paper, which are obtained using the method of Weibull statistics and the Black–Scholes ROA technique, include the result that market price volatility adds to the uncertainties much more than any wind fluctuations, provided that the analysis is integrated over a long enough time.

scholarly journals Hard coal project valuation based on real options approach: multiplicative vs. arithmetic stochastic process

2016 ◽  
Vol 32 (1) ◽  
pp. 25-40 ◽  
Author(s):  
Piotr W. Saługa ◽  
Jacek Kamiński
Keyword(s):  
Stochastic Process ◽  
Real Options ◽  
Lattice Models ◽  
Hard Coal ◽  
List Type ◽  
Direct Impact ◽  
Discounted Cash Flow ◽  
Investment Projects ◽  
Managerial Flexibility ◽  
Project Valuation

Abstract Precise valuation of the economic efficiency of risky investment projects in the mineral sector has a direct impact on the range of future investments. Since the mid-90s, a number of enterprises have also been giving increased attention to the valuation of managerial flexibility that cannot normally be estimated with classical discounted cash flow (DCF) analysis. This has been the result of a development in the real options analysis (ROA) and the simplification of its algorithms, most of which have been achieved through: ♦ incorporating lattice models, ♦ introducing a single uncertain project parameter (gross present value, PV) as an underlying instrument, ♦ assuming that the underlying asset follows the multiplicative stochastic process, ♦ introducing the ‘marketed asset disclaimer’ (MAD) assumption. Unfortunately, in most cases, models constructed on the abovementioned assumptions and modifications are not consistent with real projects. Some analysts recognize that project PVs might not follow the multiplicative process, which could have a direct impact on the project’s value. In order to improve the MAD approach, the paper proposes a modified model where the multiplicative tree is replaced with an additive one. In addition, methods of ‘additive volatility’ calculation and ‘dividend’ adjustments were suggested.

scholarly journals The real options method applied to decision making – an investment analysis

2019 ◽  
Vol 16 (4) ◽  
pp. 562-571 ◽  
Author(s):  
Guilherme Brittes Benitez ◽  
Mateus José do Rêgo Ferreira Lima
Keyword(s):  
Decision Making ◽  
Real Options ◽  
Cash Flow ◽  
Investment Analysis ◽  
Discounted Cash Flow ◽  
The Real ◽  
Managerial Flexibility ◽  
Building Project ◽  
The Impact

Goal: This study aims to assess the impact of using the method of real options in investment analysis through a case study on a retail firm. Design / Methodology / Approach: It was targeted the applications of the real options method in a different type of environment and it was compared to another method more commonly used, the discounted cash flow method (DCF). The implementation and assessment of the real options method was investigated by means of a case study conducted in an investment analysis in a retail units firm. Results: The use of the real options method showed a more concise applicability over the DCF method. The results show that the project’s value, after the inclusion of managerial flexibility, increased significantly, which indicates that the analysis of the discounted cash flow undervalued the investment in question, since it disregarded the flexibility to expand or abandon the project. Limitations of the investigation: The presented method is proper to long-term processes where it is possible to make changes during the project. Investments in this sector usually are more related to short and medium-term decisions, making the application difficult due to the short decision-making period available to the managers. Practical Implications: The study provided the incorporation of flexibility through different pathways during the building project in a retail units firm. It was showed different scenarios where practitioners could decide among expanding, proceeding, reducing or abandoning the retail units based on the characteristics of their investments. Originality/value: The results obtained are an indication of this methodology to industrial businesses that are relatively volatile and that need a certain degree of flexibility in order to burgeon, such as the case of the retailing sector.

scholarly journals A Real Options Approach to Valuate Solar Energy Investment with Public Authority Incentives: The Italian Case

Energies ◽  
2020 ◽  
Vol 13 (16) ◽  
pp. 4181
Author(s):  
Antonio Di Bari
Keyword(s):  
Solar Energy ◽  
Real Options ◽  
Real Option ◽  
Net Present Value ◽  
Option Value ◽  
Present Value ◽  
Energy Investment ◽  
The Real ◽  
Real Options Approach ◽  
Real Option Value

Solar energy investment represents currently a valid reason to support sustainable economic development. In fact, over the last few years, governments have applied different measures to incentivize private consumers and firms to use renewable energies. Photovoltaic (PV) projects are characterized by uncertainty due to meteorological conditions, the unpredictable behavior of government, and managerial flexibility. Since the Net Present Value (NPV) approach is not able to capture these uncertain factors, it was replaced with the Real Options Approach (ROA). The latter method manages to embed flexibility in PV investment using binomial trees. This paper valuates PV investment in all regional areas in Italy using an integrated approach between the discounted cash flows method and real option value, called Expanded Net Present Value (ENPV). We fit the probability of tax benefits into a binomial lattice model after analyzing the geographical position and weather conditions of all regional capitals of Italy. The results show that the cities with high irradiance/temperature have positive NPV and high investment values. On the other hand, while most cities have negative NPV, the inclusion of the flexibility in investment decisions gives additional value to the project, making the ENPV positive and implying an attractive investment opportunity with the possibility of delaying the project. We also propose a sensitivity analysis that shows how the real option value changes when incentive policies of the government become more attractive. This paper contributes to the existing literature in the way of considering financial, meteorological/geographical, and political factors to valuate PV investment.

scholarly journals Valuing a natural gas pipeline expansion project: A copula-TGARCH application in Mexico

2018 ◽  
Vol 64 (2) ◽  
pp. 95
Author(s):  
Ricardo Massa Roldan ◽  
Montserrat Reyna Miranda
Keyword(s):  
Natural Gas ◽  
Real Options ◽  
Net Present Value ◽  
Joint Effect ◽  
Gas Pipeline ◽  
Energy Prices ◽  
Present Value ◽  
The Real ◽  
Investment Projects ◽  
The Individual

<p>With the liberalization of energy prices and the opening of the energy sector to competitors in Mexico, an opportunity for new investment projects is now open. Due to the current conditions of international energy markets, such as volatility and low prices with no prospect of reversion, a need for valuation tools to better capture the risk and benefits of a project presents itself. We propose a methodology based on the volatility treatment of numerous underlying assets in a Real Options Analysis: using a TGARCH for the individual volatilities and copulas for the joint effect. The methodology is applied to a natural gas distribution project of Mexico’s State oil company Petróleos Mexicanos (PEMEX). An estimated net present value of the gas pipeline is provided, considering the real options perspective. The result of our empirical application validates the real option’s theory of a higher net present value estimation for the project when incorporating the effect of different sources of uncertainty and non-linear interdependence.</p>

scholarly journals Evaluation of Investments in Wind Energy Projects, under Uncertainty. State of the Art Review

2021 ◽  
Vol 11 (21) ◽  
pp. 10213
Author(s):  
Benjamin Murgas ◽  
Alvin Henao ◽  
Luceny Guzman
Keyword(s):  
Wind Energy ◽  
Real Options ◽  
Renewable Energy Sources ◽  
Energy Investment ◽  
The Real ◽  
Monte Carlo Simulation Technique ◽  
Real Options Approach ◽  
Energy Projects ◽  
Marked Tendency ◽  
Public Opposition

The use of renewable energy sources, especially wind energy, has been widely developed, mostly during the last decade. The main objective of the present study is to conduct a literature review focused on the evaluation under uncertainty of wind energy investment using the real options approach to find out whether public opposition (NIMBY projects) has been contemplated, and if so, what have been the flexible strategies applied for its intervention. Overall, 97 publications were analyzed, identifying 20 different models or approaches, which were grouped into eight categories: 1. Real options, 2. Optimization, 3. Stochastics, 4. Financial evaluation, 5. Probabilistic, 6. Estimation, 7. Numerical prediction, and 8. Others. The real options approach, present in 32% of the studies, was the most popular. Twenty-eight types of uncertainties were identified, which were grouped, for better analysis, into nine categories. In total, 62.5% of the studies included the price of electricity as a source of uncertainty; 18.8%, the velocity of wind; and 15.6%, the feed-in rates-subsidy. Both random and non-random techniques were applied to assess the real options and to model the uncertainties. When evaluating real options, the Monte Carlo simulation technique was the most preferred, with 16 (51.6%) applications, followed by non-randomized techniques, decision tree, and dynamic programming, with eight (25.8%) applications each. There is a marked tendency to use stochastic processes to model uncertainty, particularly geometric Brownian motion, which was used in 61.3% (19) of the studies in the sample. When searching for “real options AND (nimby OR public opposition)”, no study was found, which shows the possibility of developing research on this aspect to determine its impact on investments in wind energy projects.

scholarly journals Investments in Pinus elliottii Engelm. Plantations: Real Options Analysis in Discrete Time

Forests ◽  
2022 ◽  
Vol 13 (1) ◽  
pp. 111
Author(s):  
Jorge Carvalho Martins ◽  
Richardson Barbosa Gomes da Silva ◽  
Rafaele Almeida Munis ◽  
Danilo Simões
Keyword(s):  
Real Options ◽  
Investment Project ◽  
Planning Horizon ◽  
Pinus Elliottii ◽  
Plantation Forest ◽  
Financial Evaluation ◽  
Real Options Analysis ◽  
The Real ◽  
Investment Projects ◽  
Pinus Spp

Background: The commonly used methods for the financial evaluation of plantation forest investment projects do not incorporate uncertainties and ignore the value related to flexibility. The real options analysis makes it possible to capture these values in investment projects, increasing their value and return. Despite this, studies involving real options in forest investment projects are scarce, specifically those related to Pinus spp. Therefore, this study aimed to: (a) analyze whether the real options analysis adds value to investment projects of Pinus elliottii Engelm. plantations; and (b) make the real options analysis more accessible to forest managers and potentially increase its use in the investment projects of Pinus spp. plantations. Methods: We evaluated two investment projects in P. elliottii plantations in southern Brazil, which differed in the way of obtaining the land for planting: with lease or purchase of land on a planning horizon of 21 years. In the real options analysis, we used deferral, expansion, and abandonment. Results: Individually, the deferral, expansion, and abandonment options add value to investment projects in Pinus elliottii plantations. The option to expand the forested area is one that adds the most value to the investment project with land lease. In the investment project with land purchase, it is abandonment. Conclusions: Investment projects in Pinus elliotti plantations that contemplate the land purchase analyzed through the real options analysis present higher financial returns than those that consider land lease, inverting the result provided by the traditional analysis.

scholarly journals Investment evaluation in renewable projects under uncertainty, using real options analysis: the case of wind power industry

2017 ◽  
Vol 14 (1) ◽  
pp. 96-103 ◽  
Author(s):  
Ioannis Kinias ◽  
Ioannis Tsakalos ◽  
Nikolaos Konstantopoulos
Keyword(s):  
Wind Energy ◽  
Real Options ◽  
Electricity Market ◽  
Flow Analysis ◽  
Investment Strategy ◽  
Investment Analysis ◽  
Real Options Analysis ◽  
The Real ◽  
Capital Costs ◽  
Regulatory Policies

Investment analysis is a crucial process for any investment’s success. This process can be supported by both the discounted cash flow analysis and the real options analysis. Many researchers have point out restrictions for the first one, in cases of uncertainty in the entrepreneurial environment. The main types of uncertainty, concerning the wind energy sector, include uncertainties related to the price of electriticity by RES, the public policy regulatory policies, the demand, the initial capital costs, the technological progress, the weather conditions, the political and economical situations and generally the RES market structure. In this paper, we try to find the optimal investment strategy in a liberalized global electricity market, where the price of electricity is uncertain while the other parameters are configured separately in each country. The authors consider about the factors of the time for investment and the electricity’s price level, in wind energy by using the real options theory. The authors select a variety of data for the wind energy industry from different countries in several continents, and also create a model for the investment analysis in this entrepreneurial sector.

scholarly journals The Method of Real Options in the Evaluation of Strategic and Investment Decisions

2017 ◽  
Vol 5 (3) ◽  
pp. 41-45
Author(s):  
Гераськина ◽  
A. Geraskina
Keyword(s):  
Real Options ◽  
Real Option ◽  
Net Present Value ◽  
Option Price ◽  
Investment Decisions ◽  
Present Value ◽  
Discounted Cash Flow ◽  
Investment Projects ◽  
Important Addition ◽  
Discounted Cash Flow Method

The method of real options is one of the new approaches to estimate investment projects’ cost and it is an important addition to discounted cash flow method. Real option significantly increases the efficiency of the project due to the possibility of decision-making during its implementation. This aspect is especially important in unstable environmental conditions. The main differences between the financial and real options are presented. The differences of valuation of investment projects by the real options method and net present value are examined. The article presents the types of real options, as well as the methods of calculating the option price.

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