EM
EM
Energy Model, GCC
Energy Macro & Microeconomics
2015Hover for details →
Energy Simulators
A catalog of simulators across power, oil & gas, sustainability and macroeconomics.
56
Total Simulators
6
Initiatives
20
With Links
42
Published
Energy Macro & Microeconomics
Energy Model, GCC
The Energy Model for Saudi Arabia is a partial economic equilibrium model that represents six major energy producing and consuming sectors in Saudi Arabia. These sectors are electric power, petrochemicals, refining, water desalination, upstream oil and gas, and cement.
GEMM
GEMM
Global energy macroeconomic model (GEMM)
Energy Macro & Microeconomics
2016Hover for details →
Energy Macro & Microeconomics
Global energy macroeconomic model (GEMM)
A domestic policy analysis tool that captures the interactions between Saudi Arabia and other global economies.
IREPA
IREPA
India renewable energy policy atlas
Utilities & Renewables
2015Hover for details →
Utilities & Renewables
India renewable energy policy atlas
India renewable energy policy atlas - ’s India Renewable Energy Policy Atlas provides specific state and national level coverage of energy policies in India. It presents a policy landscape covering many geographies within India to gain holistic and comparative insights into policy frameworks.
PVC
PVC
Solar Photovoltaic Toolkit
Utilities & Renewables
2016Hover for details →
Utilities & Renewables
Solar Photovoltaic Toolkit
This toolkit presents interactive data on capital costs and levelized cost of energy for solar photovoltaic technology by year and country.
GERD
GERD
Global energy relations database
Oil & Gas
2021Hover for details →
Oil & Gas
Global energy relations database
This is a domestic policy analysis tool that captures the interactions between Saudi Arabia and other global economies in one unit of measure to understand the energy relationships between countries.
SAEB
SAEB
Saudi Arabia Energy Balance
Oil & Gas
2019Hover for details →
Oil & Gas
Saudi Arabia Energy Balance
Energy balance enables to understand products transformation into one another using single unit of measure ToE, highlight the relationships among these hydrocarbon products, and show how all energy types are ultimately used.
MOSYS
MOSYS
Saudi Arabia OSeMOSYS model
Climate & Sustainability
2020Hover for details →
Climate & Sustainability
Saudi Arabia OSeMOSYS model
This energy modeling system represents chain of all physical connections such as energy sources, carriers, conversion tech all the way to final demand. Answers the questions such as "what EE retrofits are effective given the housing stock and climate in Saudi Arabia?, what’s the optimal level of investments needed from a system perspective?
GVAM
GVAM
GVAR - Global Vector Autoregressive model
Oil & Gas
2018Hover for details →
Oil & Gas
GVAR - Global Vector Autoregressive model
This model enables us to compute actual quantitative value, or economic cost, of shocks to world oil markets. This is a analytical framework to analyze shocks to world oil markets. Its built on global vector autoregression model
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Carbon Accounting Blockchain Registry Tool
Climate & Sustainability
2020Hover for details →
Climate & Sustainability
Carbon Accounting Blockchain Registry Tool
This model implements blockchain applications for climate action and accounting, including emissions calculations, carbon trading, and validation of climate claims.
GGM
GGM
GCC Gas Model
Oil & Gas
2017Hover for details →
Oil & Gas
GCC Gas Model
This model enables to determine the value of natural gas trade within the GCC. Quantitative analysis of the benefits of electricity trade coordination based upon the regional power grid. The modified fuel supply module optimizes regional production and transportation of oil and gas to meet domestic demand and to export to the international market.
RST
RST
Saudi Arabia Residual Supplier Toolkit (OMNRS)
Energy Macro & Microeconomics
2020Hover for details →
Energy Macro & Microeconomics
Saudi Arabia Residual Supplier Toolkit (OMNRS)
This is an equilibrium model of the global oil market through 2030 with a detailed representation of oil-producing assets globally. The model is dynamic and captures the transitional adjustments in demand and market prices, and Saudi Arabia’s corresponding revenues.
DSGE
DSGE
Dynamic Stochastic General Equilibrium model Economy
Energy Macro & Microeconomics
2021Hover for details →
Energy Macro & Microeconomics
Dynamic Stochastic General Equilibrium model Economy
Its dynamic stochastic general equilibrium (DSGE) model of the Saudi Arabian economy. The DSGE model is to be used for simulations and experiments to assess the impact of economic reforms within the Saudi Vision 2030 framework. The model will also complement the suite of models currently used at for macroeconomic analysis, to assess the impact of the Kingdom’s public policies.
IOT
IOT
Input Output Table
Energy Macro & Microeconomics
2019Hover for details →
Energy Macro & Microeconomics
Input Output Table
This tool allows for a medium-term Saudi Arabia impact analysis based on relevant Input output table with updated inter-industry flows and technical coefficients matrix. This tool allows to analyze impact to many industries because of the growth change in one.
PM
PM
Saudi Arabia Power Model
Utilities & Renewables
2023Hover for details →
Utilities & Renewables
Saudi Arabia Power Model
This is an optimization model that represents all the power generation plants in Saudi Arabia in all six regions along with the corresponding fuels used for generation and regional transmission interconnections.
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Economic screening of CO2 enhanced oil recovery
Oil & Gas
2017Hover for details →
Oil & Gas
Economic screening of CO2 enhanced oil recovery
The model generates distributions of the Net Present Values, for an investor oil company and the State which collects taxes. By using another commodity or sold product, model can accommodate modifcation of the price process, capex and opex, sold volumes and fiscal terms for any type of industry in any year model first published.
UID
UID
Upstream model of investment decision options
Oil & Gas
2020Hover for details →
Oil & Gas
Upstream model of investment decision options
This is a upstream model, uses a Monte Carlo probabilistic approach, the model simulates the International Oil Companies (IOC) development decision rules for a portfolio of oil fields to be developed.
ADM
ADM
Aviation demand model
Transport & Infrastructure
2022Hover for details →
Transport & Infrastructure
Aviation demand model
This air transportation model is developed to assess the aviation sector’s current, short, medium, and long-term future performance, considering the year_model_first_published’s future situation, energy challenges, and environmental concerns.
MDM
MDM
Marine Demand Model
Transport & Infrastructure
2023Hover for details →
Transport & Infrastructure
Marine Demand Model
This Energy Decision Model for Maritime has been designed to understand the dynamic of cargo handling, and future fuel consumption locally, regionally as well as globally in the shipping industry.
CVCE
CVCE
Consumer Vehicle choice model - Electric
Transport & Infrastructure
2016Hover for details →
Transport & Infrastructure
Consumer Vehicle choice model - Electric
This is a vehicle choice model is estimated using a large, random survey sample of new vehicle purchases in China. The estimation results are used to predict plug-in electric vehicles sales if subsidies were eliminated and if subsidies were targeted towards low income consumers.
CAM
CAM
The global change analysis model
Climate & Sustainability
2022Hover for details →
Climate & Sustainability
The global change analysis model
This is a partial equilibrium global integrated assessment model with technology-rich representations of the economy, energy sector, land use and water linked to a climate model with Saudi Arabic focused scenarios. Its dynamic-recursive model that solves all energy, water, and land markets simultaneously one period at a time.
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Energy-economy CGE recursive dynamic model
Energy Macro & Microeconomics
2021Hover for details →
Energy Macro & Microeconomics
Energy-economy CGE recursive dynamic model
This is a hybrid energy-economy general equilibrium model adapted to Saudi Arabia. It incorporates specific features such as the currency peg and regulated energy prices.
CMM
CMM
Carbon Management Model
Uncategorized
2021Hover for details →
Uncategorized
Carbon Management Model
This model forecasts "Business-as-Usual" emission of and assess the contribution of the existing and new initiatives to abate emissions. Covers ten sectors of economy and allows policy stakeholder to predict each sector's business-as-usual projection of CO2 emissions and required investment to reduce it.
EMGE
EMGE
General Equilibrium Energy Model EMGE (EM+CGE)
Energy Macro & Microeconomics
2020Hover for details →
Energy Macro & Microeconomics
General Equilibrium Energy Model EMGE (EM+CGE)
This is a general equilibrium model of Saudi Arabia that represents how energy sectors interact with the rest of the economy.
CCEI
CCEI
Circular Carbon Economy index (CCEindex)
Climate & Sustainability
2021Hover for details →
Climate & Sustainability
Circular Carbon Economy index (CCEindex)
The Circular Carbon Economy (CCE) Index is a tool for energy and climate policy-makers and stakeholders to quantify and compare year_model_first_published performance and potential for reaching CCEs.The Toolkit for Behavioral Analysis is an open source platform for building models. It enables a systematic and rigorous analysis of collective decision-making processes.
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Model for optimizing CCE
Climate & Sustainability
2021Hover for details →
Climate & Sustainability
Model for optimizing CCE
This is a Model for Optimizing Circular Carbon Economy based on the Open Source Energy Modeling System framework. The All Options scenario, inspired by the CCE, gives MOCCE the greatest flexibility to choose the absolute lowest-cost Net Zero energy system.
REM
REM
Residential energy efficiency model (REEM)
Climate & Sustainability
2020Hover for details →
Climate & Sustainability
Residential energy efficiency model (REEM)
This model is a bottom-up engineering and economic-based model to simulate the Saudi residential building stock energy consumption and assess the impact of different energy efficiency initiatives.
TAB
TAB
Toolkit for behavioral analysis (TAB)
Climate & Sustainability
2015Hover for details →
Climate & Sustainability
Toolkit for behavioral analysis (TAB)
This is a toolkit for Behavioral Analysis is a platform for building models. It enables a systematic and rigorous analysis of collective decision-making processes.
DHCT
DHCT
Distribution hosting capacity tool (DHCT)
Utilities & Renewables
2022Hover for details →
Utilities & Renewables
Distribution hosting capacity tool (DHCT)
A tool that calculates how much of the Distributed energy resources(DERs) the distribution system can handle without any upgrades to the distribution system. Helps assess what upgrades could be installed in the network to be able to host more DERs.
IEM
IEM
Innovation in electricity markets
Utilities & Renewables
2022Hover for details →
Utilities & Renewables
Innovation in electricity markets
Innovation in electricity markets: Rapid technological innovations in low-carbon, demand-response and storage technologies can lead to a more efficient and secure electrical system. However, achieving the full potential of these innovations requires new approaches to policy, regulation and business models.
GEM
GEM
Global Energy Model (TIMES)
Energy Macro & Microeconomics
2023Hover for details →
Energy Macro & Microeconomics
Global Energy Model (TIMES)
This model will devise a long-term global energy outlook and analyze the consequences of energy, climate, and economic policies on regional energy markets. The model can be used as well to analyze regional energy and environmental policies, capture their effects on the global energy system, and assess the consequences for Saudi Arabia’s energy policy.
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Multiparty Allocations in Oil Production Target Agreement
Oil & Gas
2023Hover for details →
Oil & Gas
Multiparty Allocations in Oil Production Target Agreement
A model and methodology to identify an optimal multi-party allocation agreement. The model considers the parameters affecting oil production variations of different parties, looking first for the upcoming production modification levels based on historical trends. Will present examples of the applied method to OPEC+ deals.
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Investment Model for the O&G Industry
Energy Macro & Microeconomics
2023Hover for details →
Energy Macro & Microeconomics
Investment Model for the O&G Industry
This model will estimate investment needs, as under investment has been cited as a serious problem in oil and gas. How serious, and is there a way to remedy it.
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Riyadh PECAS Spatial Model
Uncategorized
—Hover for details →
Uncategorized
Riyadh PECAS Spatial Model
PECAS model is a simulation of spatial Riyadh economic system. It is designed to provide a simulation of the land use component of land use transport interactive modelling systems.
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Bulk Stations Distribution Model
Uncategorized
—Hover for details →
Uncategorized
Bulk Stations Distribution Model
This model optimizes refined products distribution system in Saudi Arabia, helps to find areas of improvement in the current bulk plant network infrastructure. Minimizes the total social cost while meeting the demand for fuels.
TAF
TAF
Transport analysis framework TAF
Transport & Infrastructure
2018Hover for details →
Transport & Infrastructure
Transport analysis framework TAF
This model estimates freight transport activity and measures the impact of transport policy measures uses data from satellite imgLinks and nighttime lights. Enables quick estimation of the effects of policy measures and economic changes on transportation activities at a global level.
OVA
OVA
Oil Value-chain Analyzer
Oil & Gas
—Hover for details →
Oil & Gas
Oil Value-chain Analyzer
Develop oil and gas value modeling and analysis tool to integrate upstream and downstream parameters in order to optimize performance on both business and policy perspectives
SUES
SUES
Spatial Urban Energy System
Transport & Infrastructure
—Hover for details →
Transport & Infrastructure
Spatial Urban Energy System
To quantify and measure the impact of urban development activities and interventions on energy demand of cities.Uses a spatial-economic framework, called PECAS. Describes the interaction between: Economic activities, Urban development (governed by zoning), Transportation, and Energy
FLVD
FLVD
The Future of Light-duty Vehicle Demand
Transport & Infrastructure
—Hover for details →
Transport & Infrastructure
The Future of Light-duty Vehicle Demand
The model aims to explore the impact of vehicle regulatory programs, technology advancements and consumer attitudes on personal mobility choices and energy demand
FTDM
FTDM
Freight Transport Demand Model
Transport & Infrastructure
—Hover for details →
Transport & Infrastructure
Freight Transport Demand Model
After decades of rapid economic development in China, how will the new economic paradigm (industrial upgrade, shift in consumption pattern, etc.) in the world’s largest carbon emitter and second largest oil consumer impact its future demand for freight transport and fuel consumption? Given the rapid development in information and communication technologies (ICT) and their increasing adoption in the freight logistics sector (i.e. the trend of digitalization in some of the world’s largest road freight markets, including China), what would be its potential impact on freight transport energy demand and related carbon emissions? To understand the economic factor of freight transport and eventually its related energy demand, a new China freight database has been developed for this project.
OMO
OMO
Oil Market Outlook
Oil & Gas
2020Hover for details →
Oil & Gas
Oil Market Outlook
The model has been designed to provide a timely source of data, forecasts and analysis of world oil markets, including an understanding of the key factors affecting world oil prices.
FBOP
FBOP
Fiscal Breakeven Oil Prices
Energy Macro & Microeconomics
—Hover for details →
Energy Macro & Microeconomics
Fiscal Breakeven Oil Prices
Analysis of the countries’ revenue and expenditure and the relationship between revenue and oil price.It measures the mismatch between the government’s fiscal position and the oil price.
OCO
OCO
The Opportunity Cost of Oil
Energy Macro & Microeconomics
—Hover for details →
Energy Macro & Microeconomics
The Opportunity Cost of Oil
The model provides a framework to assess the opportunity cost of oil in Saudi Arabia and the most efficient pricing policy for the oil consumed domestically.
OMS
OMS
Oil market stabilization
Energy Macro & Microeconomics
—Hover for details →
Energy Macro & Microeconomics
Oil market stabilization
The model is used to assess the extent to which OPEC has succeeded in stabilizing the oil market and to measure the benefits for the global economy. Apply the principle of revealed preference to infer the implicit loss function that rationalizes OPEC’s investment in spare capacity. The model enables estimating the stochastic process that generates shocks to demand and supply.
MEC
MEC
Modeling Energy Consumption
Energy Macro & Microeconomics
—Hover for details →
Energy Macro & Microeconomics
Modeling Energy Consumption
Conduct advisory and applied research activities focused on modeling and forecasting indicators of energy consumption and their impacts in Saudi Arabia.In line with the ongoing energy policies, the Kingdom is implementing.
ETAE
ETAE
Energy Transition And Employment
Energy Macro & Microeconomics
—Hover for details →
Energy Macro & Microeconomics
Energy Transition And Employment
This project studies renewable energy, employment, and entrepreneurship in Saudi Arabia.Considering the potential of energy renewables to create employment, many systemic constraints hamper the Saudi labor force from taking advantage of these “green job” opportunities.
HCAM
HCAM
H2 cost analysis model (HCAM)
Utilities & Renewables
2022Hover for details →
Utilities & Renewables
H2 cost analysis model (HCAM)
Hydrogen cost analysis model provides a convenient analysis for electrolysis and SMR based hydrogen production options. Model is a circular carbon enabler, given the diverse applications of hydrogen and its potential to abate carbon emissions
SAOR
SAOR
Saudi Arabia’s Oil Revenue
Energy Macro & Microeconomics
—Hover for details →
Energy Macro & Microeconomics
Saudi Arabia’s Oil Revenue
The project will build on the work and modeling framework developed by the Energy & Macroeconomics Program.Mainly focus on the implications of various global climate and economic growth scenarios for Saudi Arabia’s revenues, considering the Announced Pledges and Net Zero Emissions by 2050 Scenarios.
EPKSA
EPKSA
Energy Policymaking in Saudi Arabia
Energy Macro & Microeconomics
—Hover for details →
Energy Macro & Microeconomics
Energy Policymaking in Saudi Arabia
Help understand how Behavioral Economic methods can be a viable policy option in Saudi Arabia.Measuring the impact of four BE intervention methods on residential electricity consumption and the impact on overall household income savings, the associated energy savings in quantity and value to the government, and the CO2-associated avoidance.
SAQB
SAQB
Saudi Arabia’s Quarterly GDP – BEAR Model
Energy Macro & Microeconomics
—Hover for details →
Energy Macro & Microeconomics
Saudi Arabia’s Quarterly GDP – BEAR Model
Using econometric techniques such as mixed data sampling (MIDAS) to forecast quarterly GDP. Relate future low-frequency data with current and lagged high-frequency indicators and yield different forecasting models for each horizon.Deal with data sampled at different frequencies and provide a direct forecast of the low-frequency variable.
REDM
REDM
Regional Electricity Demand Model (REDM)
Uncategorized
2023Hover for details →
Uncategorized
Regional Electricity Demand Model (REDM)
The REDM is a region-specific econometric model designed to analyze electricity demand in Saudi Arabia, accounting for regional disparities and facilitating policy and design scenario simulations. By integrating essential factors such as GDP growth, sectoral price changes, inflation, and population growth, this model provides an in-depth understanding of the driving forces influencing electricity demand across various regions within the country.
FSC
FSC
Fuel Substitution Calculator
Oil & Gas
2018Hover for details →
Oil & Gas
Fuel Substitution Calculator
This app has been inspired by the fuel substitution witnessed in Japan after the Fukushima disaster, which saw 50 GW of nuclear capacity go offline. Natural gas, coal and petroleum products were used to replace nuclear power. We developed this calculator to estimate what volume of a given fuel would be needed to generate the same power of the displaced or substituted fuel.
EAM
EAM
Energy allocation model
Oil & Gas
2022Hover for details →
Oil & Gas
Energy allocation model
The tool compares the financial and operational performance of new companies to benchmarks and existing companies.
SAEPS
SAEPS
Saudi Arabia Energy policy simulator
Climate & Sustainability
2019Hover for details →
Climate & Sustainability
Saudi Arabia Energy policy simulator
This model is enables to estimate the environmental, economic, and human health impacts of hundreds of climate and energy policies. Provides over 50 policy levers to assess its impact on emissions. Its is a hybrid model with population and GDP that affect energy demand, draws variables like elasticities and fuel prices. Considers bottom-up models, takes variables like technology costs and efficiencies from these models.
COSC
COSC
Crude Oil Storage Cost Model
Oil & Gas
2021Hover for details →
Oil & Gas
Crude Oil Storage Cost Model
This model represents a formulation that adds location to the conventional storage theory and is based on the prices of crude oil at several different locations, factoring in costs of storage, transportation, and the time required to transport oil.
VFM
VFM
Vehicle fleet model
Transport & Infrastructure
2016Hover for details →
Transport & Infrastructure
Vehicle fleet model
A scenario-based model to help policymakers explore the incremental user cost implications of different passenger car powertrain technologies.
BEAM
BEAM
Building Energy Assessment Model
Climate & Sustainability
2017Hover for details →
Climate & Sustainability
Building Energy Assessment Model
This is an energy consumption analysis tool designed to assist homer users in estimating the end-use electricity consumption for existing or newly-designed residential buildings in Saudi Arabia.