Thermal Methanol (with and without CCS)

Contents

Overview | Asset Structure | Flow Equations | Input File (Standard Format) | Types - Asset Structure | Constructors | Examples

Overview

In Macro, the Thermal Methanol pathway represents natural gas-based methanol production facilities using steam methane reforming. This technology uses natural gas (or other fossil fuels) as a feedstock to produce methanol.

Two variants are available:

  • Thermal Methanol (without CCS): Standard thermal methanol production with direct CO₂ emissions. The process is a net electricity producer due to co-generation, meaning it produces more electricity than it consumes.
  • Thermal Methanol with CCS: Thermal methanol production with carbon capture and storage (CCS) technology, capturing approximately 90% of CO₂ emissions. Unlike the version without CCS, this facility does not produce net electricity due to the energy requirements of the capture process.

These assets are defined using either JSON or CSV input files placed in the assets directory, typically named with descriptive identifiers like thermal_methanol.json or thermal_methanol_ccs.json.

Asset Structure

A Thermal Methanol plant (with and without CCS) is made of the following components:

  • 1 Transformation component, representing the thermal methanol production process (with or without CCS).
  • 4-5 Edge components (depending on CCS variant):
    • 1 incoming Fuel Edge, representing natural gas (or other fuel) supply. The fuel commodity type can be specified (e.g., NaturalGas, Hydrogen).
    • 1 outgoing/incoming Electricity Edge, representing electricity production (without CCS) or consumption (with CCS).
    • 1 outgoing Methanol Edge, representing methanol production.
    • 1 outgoing CO₂ Edge, representing CO₂ emissions (residual emissions for CCS variant).
    • 1 outgoing CO₂Captured Edge, representing captured CO₂ (only if CCS is present).

Here is a graphical representation of the Thermal Methanol asset without CCS:

%%{init: {'theme': 'base', 'themeVariables': { 'background': '#D1EBDE' }}}%% flowchart BT subgraph ThermalMethanol direction BT A1(("**NaturalGas**")) e1@-->B{{"**ThermalMethanol**"}} B{{"**ThermalMethanol**"}} e2@-->C1(("**Electricity**")) B{{"**ThermalMethanol**"}} e3@-->C2(("**Methanol**")) B{{"**ThermalMethanol**"}} e4@-->C3(("**CO2**")) e1@{ animate: true } e2@{ animate: true } e3@{ animate: true } e4@{ animate: true } end style A1 font-size:15px,r:46px,fill:#005F6A,stroke:black,color:black,stroke-dasharray: 3,5; style B fill:white,stroke:black,color:black; style C1 font-size:15px,r:46px,fill:#FFD700,stroke:black,color:black,stroke-dasharray: 3,5; style C2 font-size:15px,r:46px,fill:#566573,stroke:black,color:black,stroke-dasharray: 3,5; style C3 font-size:15px,r:46px,fill:lightgray,stroke:black,color:black,stroke-dasharray: 3,5; linkStyle 0 stroke:#005F6A, stroke-width: 2px; linkStyle 1 stroke:#FFD700, stroke-width: 2px; linkStyle 2 stroke:#566573, stroke-width: 2px; linkStyle 3 stroke:lightgray, stroke-width: 2px;

Here is a graphical representation of the Thermal Methanol asset with CCS:

%%{init: {'theme': 'base', 'themeVariables': { 'background': '#D1EBDE' }}}%% flowchart BT subgraph ThermalMethanolCCS direction BT A1(("**NaturalGas**")) e1@-->B{{"**ThermalMethanolCCS**"}} A2(("**Electricity**")) e2@-->B{{"**ThermalMethanolCCS**"}} B{{"**ThermalMethanolCCS**"}} e3@-->C1(("**Methanol**")) B{{"**ThermalMethanolCCS**"}} e4@-->C2(("**CO2**")) B{{"**ThermalMethanolCCS**"}} e5@-->C3(("**CO2Captured**")) e1@{ animate: true } e2@{ animate: true } e3@{ animate: true } e4@{ animate: true } e5@{ animate: true } end style A1 font-size:15px,r:46px,fill:#005F6A,stroke:black,color:black,stroke-dasharray: 3,5; style A2 font-size:15px,r:46px,fill:#FFD700,stroke:black,color:black,stroke-dasharray: 3,5; style B fill:white,stroke:black,color:black; style C1 font-size:15px,r:46px,fill:#566573,stroke:black,color:black,stroke-dasharray: 3,5; style C2 font-size:15px,r:46px,fill:lightgray,stroke:black,color:black,stroke-dasharray: 3,5; style C3 font-size:15px,r:46px,fill:#2ECC71,stroke:black,color:black,stroke-dasharray: 3,5; linkStyle 0 stroke:#005F6A, stroke-width: 2px; linkStyle 1 stroke:#FFD700, stroke-width: 2px; linkStyle 2 stroke:#566573, stroke-width: 2px; linkStyle 3 stroke:lightgray, stroke-width: 2px; linkStyle 4 stroke:#2ECC71, stroke-width: 2px;

Flow Equations

The Thermal Methanol asset (with and without CCS) follows these stoichiometric relationships:

Without CCS:

\[\begin{aligned} \phi_{fuel} &= \phi_{ch3oh} \cdot \epsilon_{fuel\_consumption} \\ \phi_{elec} &= \phi_{ch3oh} \cdot \epsilon_{electricity\_consumption} \quad \text{(negative = production)} \\ \phi_{co2} &= \phi_{ch3oh} \cdot \epsilon_{emission\_rate} \\ \end{aligned}\]

With CCS:

\[\begin{aligned} \phi_{fuel} &= \phi_{ch3oh} \cdot \epsilon_{fuel\_consumption} \\ \phi_{elec} &= \phi_{ch3oh} \cdot \epsilon_{electricity\_consumption} \\ \phi_{co2} &= \phi_{ch3oh} \cdot \epsilon_{emission\_rate} \\ \phi_{co2\_captured} &= \phi_{fuel} \cdot \epsilon_{capture\_rate} \\ \end{aligned}\]

Where:

  • $\phi$ represents the flow of each commodity
  • $\epsilon$ represents the stoichiometric coefficients defined in the Conversion Process Parameters section.
  • Note: For the version without CCS, electricity_consumption is negative (-0.10), indicating net electricity production.

Input File (Standard Format)

The easiest way to include a Thermal Methanol asset in a model is to create a new file (either JSON or CSV) and place it in the assets directory together with the other assets.

your_case/
├── assets/
│   ├── thermal_methanol.json    # or thermal_methanol.csv (without CCS)
│   ├── thermal_methanol_ccs.json    # or thermal_methanol_ccs.csv (with CCS)
│   ├── other_assets.json
│   └── ...
├── system/
├── settings/
└── ...

This file can either be created manually, or using the template_asset function, as shown in the Adding an Asset to a System section of the User Guide. The file will be automatically loaded when you run your Macro model. Examples of input JSON files are shown in the Examples section.

The following tables outline the attributes that can be set for a Thermal Methanol asset.

Transform Attributes

Essential Attributes

FieldTypeDescription
TypeStringAsset type identifier: "ThermalMethanol" or "ThermalMethanolCCS"
idStringUnique identifier for the asset instance
locationStringGeographic location/node identifier
timedataStringTime resolution for the time series data linked to the transformation

Conversion Process Parameters

FieldTypeDescriptionUnitsDefault (without CCS)Default (with CCS)
fuel_consumptionFloat64Fuel consumption per MWh of methanol output$MWh_{fuel}/MWh_{CH_3OH}$0.00.0
electricity_consumptionFloat64Net electricity production (negative) or consumption per MWh of methanol output$MWh_{elec}/MWh_{CH_3OH}$0.00.0
emission_rateFloat64CO₂ emissions per MWh of methanol output (without CCS) or residual emissions (with CCS)$t_{CO_2}/MWh_{CH_3OH}$0.00.0
capture_rateFloat64CO₂ capture rate per MWh of fuel input (CCS only)$t_{CO_2}/MWh_{fuel}$-0.0

General Attributes

FieldTypeValuesDefaultDescription
typeStringAny Macro commodity type matching the commodity of the edgeRequiredCommodity of the edge. E.g. "Electricity".
start_vertexStringAny node id present in the system matching the commodity of the edgeRequiredID of the starting vertex of the edge. The node must be present in the nodes.json file. E.g. "elec_node_1".
end_vertexStringAny node id present in the system matching the commodity of the edgeRequiredID of the ending vertex of the edge. The node must be present in the nodes.json file. E.g. "ch3oh_node_1".
availabilityDictAvailability file path and headerEmptyPath to the availability file and column name for the availability time series to link to the edge. E.g. {"timeseries": {"path": "assets/availability.csv", "header": "ThermalMethanol"}}.
has_capacityBoolBoolfalseWhether capacity variables are created for the edge.
integer_decisionsBoolBoolfalseWhether capacity variables are integers.
unidirectionalBoolBoolfalseWhether the edge is unidirectional.
Asset expansion

As a modeling decision, only the Methanol edge is allowed to expand. Therefore, both the has_capacity and constraints attributes can only be set for that edge. For all other edges, these attributes are pre-set to false and an empty list, respectively, to ensure the correct modeling of the asset.

Unit Commitment

The ch3oh_edge can optionally support unit commitment constraints. If uc is set to true in the edge data, the edge will be created as an EdgeWithUC type, and unit commitment constraints (MinUpTimeConstraint, MinDownTimeConstraint) will be automatically applied.

Electricity Edge Direction

For the version without CCS, the electricity edge is an outgoing edge (produces electricity). For the version with CCS, the electricity edge is an incoming edge (consumes electricity).

Investment Parameters

FieldTypeDescriptionUnitsDefault
can_retireBooleanWhether capacity can be retired-true
can_expandBooleanWhether capacity can be expanded-true
existing_capacityFloat64Initial installed capacityMWh CH₃OH0.0

Economic Parameters

FieldTypeDescriptionUnitsDefault (without CCS)Default (with CCS)
investment_costFloat64CAPEX per unit capacity$/MW0.00.0
fixed_om_costFloat64Fixed O&M costs$/MW-yr0.00.0
variable_om_costFloat64Variable O&M costs$/MWh CH₃OH0.00.0

Constraints Configuration

Thermal Methanol assets can have different constraints applied to them, and the user can configure them using the following fields:

FieldTypeDescription
transform_constraintsDict{String,Bool}List of constraints applied to the transformation component.
output_constraintsDict{String,Bool}List of constraints applied to the output edge component.

For example, if the user wants to apply the BalanceConstraint to the transformation component and the CapacityConstraint to the output edge, the constraints fields should be set as follows:

{
    "transform_constraints": {
        "BalanceConstraint": true
    },
    "edges":{
        "ch3oh_edge": {
            "constraints": {
                "CapacityConstraint": true,
                "RampingLimitConstraint": true
            }
        }
    }
}

Users can refer to the Adding Asset Constraints to a System section of the User Guide for a list of all the constraints that can be applied to the different components of a Thermal Methanol asset.

Default constraints

To simplify the input file and the asset configuration, the following constraints are applied to the Thermal Methanol asset by default:

Types - Asset Structure

The Thermal Methanol asset (without CCS) is defined as follows:

struct ThermalMethanol{T} <: AbstractAsset
    id::AssetId
    thermalmethanol_transform::Transformation
    ch3oh_edge::Union{Edge{<:Methanol},EdgeWithUC{<:Methanol}}
    elec_edge::Edge{<:Electricity}
    fuel_edge::Edge{<:T}
    co2_edge::Edge{<:CO2}
end

The Thermal Methanol with CCS asset is defined as follows:

struct ThermalMethanolCCS{T} <: AbstractAsset
    id::AssetId
    thermalmethanolccs_transform::Transformation
    ch3oh_edge::Union{Edge{<:Methanol},EdgeWithUC{<:Methanol}}
    elec_edge::Edge{<:Electricity}
    fuel_edge::Edge{<:T}
    co2_edge::Edge{<:CO2}
    co2_captured_edge::Edge{<:CO2Captured}
end

Where T is a generic type parameter that can be any Commodity type (typically NaturalGas).

Constructors

Factory constructor (without CCS)

make(asset_type::Type{ThermalMethanol}, data::AbstractDict{Symbol,Any}, system::System)

Factory constructor (with CCS)

make(asset_type::Type{ThermalMethanolCCS}, data::AbstractDict{Symbol,Any}, system::System)
FieldTypeDescription
asset_typeType{ThermalMethanol} or Type{ThermalMethanolCCS}Macro type of the asset
dataAbstractDict{Symbol,Any}Dictionary containing the input data for the asset
systemSystemSystem to which the asset belongs

Stoichiometry balance data (without CCS)

thermalmethanol_transform.balance_data = Dict(
    :energy => Dict(
        ch3oh_edge.id => get(transform_data, :fuel_consumption, 0.0),
        fuel_edge.id => 1.0,
    ),
    :electricity => Dict(
        ch3oh_edge.id => get(transform_data, :electricity_consumption, 0.0),
        elec_edge.id => 1.0
    ),
    :emissions => Dict(
        fuel_edge.id => get(transform_data, :emission_rate, 0.0),
        co2_edge.id => 1.0,
    ),
)

Stoichiometry balance data (with CCS)

thermalmethanolccs_transform.balance_data = Dict(
    :energy => Dict(
        ch3oh_edge.id => get(transform_data, :fuel_consumption, 0.0),
        fuel_edge.id => 1.0,
    ),
    :electricity => Dict(
        ch3oh_edge.id => get(transform_data, :electricity_consumption, 0.0),
        elec_edge.id => 1.0
    ),
    :emissions => Dict(
        fuel_edge.id => get(transform_data, :emission_rate, 0.0),
        co2_edge.id => 1.0,
    ),
    :capture => Dict(
        fuel_edge.id => get(transform_data, :capture_rate, 0.0),
        co2_captured_edge.id => 1.0,
    ),
)
Dictionary keys must match

In the code above, each get function call looks up a parameter in the transform_data dictionary using a symbolic key such as :fuel_consumption or :capture_rate. These keys must exactly match the corresponding field names in your input asset .json or .csv files. Mismatched key names between the constructor file and the asset input will result in missing or incorrect parameter values (defaulting to the values shown above).

Examples

Example 1: Thermal Methanol without CCS

This example illustrates a basic Thermal Methanol configuration (without CCS) in JSON format:

{
    "ThermalMethanol": [
        {
            "type": "ThermalMethanol",
            "global_data":{
                "nodes": {},
                "transforms": {
                    "timedata": "Methanol"
                },
                "edges":{
                    "ch3oh_edge": {
                        "commodity": "Methanol",
                        "unidirectional": true,
                        "has_capacity": true,
                        "can_retire": true,
                        "can_expand": true,
                        "integer_decisions": false
                    },
                    "elec_edge": {
                        "commodity": "Electricity",
                        "unidirectional": true,
                        "has_capacity": false
                    },
                    "fuel_edge": {
                        "commodity": "NaturalGas",
                        "unidirectional": true,
                        "has_capacity": false
                    },
                    "co2_edge": {
                        "commodity": "CO2",
                        "unidirectional": true,
                        "has_capacity": false,
                        "end_vertex": "co2_sink"
                    }
                }
            },
            "instance_data":[
                {
                    "id": "thermal_methanol_1",
                    "transforms":{
                        "fuel_consumption": 1.66586,
                        "electricity_consumption": -0.10,
                        "emission_rate": 0.110645539
                    },
                    "edges":{
                        "ch3oh_edge": {
                            "end_vertex": "ch3oh_node_1",
                            "existing_capacity": 0.0,
                            "investment_cost": 934641.774,
                            "fixed_om_cost": 37456.44,
                            "variable_om_cost": 1.8325
                        },
                        "elec_edge": {
                            "end_vertex": "elec_node_1"
                        },
                        "fuel_edge": {
                            "start_vertex": "natgas_node_1"
                        },
                        "co2_edge": {
                            "end_vertex": "co2_sink"
                        }
                    }
                }
            ]
        }
    ]
}

Example 2: Thermal Methanol with CCS

This example illustrates a basic Thermal Methanol with CCS configuration in JSON format:

{
    "ThermalMethanolCCS": [
        {
            "type": "ThermalMethanolCCS",
            "global_data":{
                "nodes": {},
                "transforms": {
                    "timedata": "Methanol"
                },
                "edges":{
                    "ch3oh_edge": {
                        "commodity": "Methanol",
                        "unidirectional": true,
                        "has_capacity": true,
                        "can_retire": true,
                        "can_expand": true,
                        "integer_decisions": false
                    },
                    "elec_edge": {
                        "commodity": "Electricity",
                        "unidirectional": true,
                        "has_capacity": false
                    },
                    "fuel_edge": {
                        "commodity": "NaturalGas",
                        "unidirectional": true,
                        "has_capacity": false
                    },
                    "co2_edge": {
                        "commodity": "CO2",
                        "unidirectional": true,
                        "has_capacity": false,
                        "end_vertex": "co2_sink"
                    },
                    "co2_captured_edge": {
                        "commodity": "CO2Captured",
                        "unidirectional": true,
                        "has_capacity": false
                    }
                }
            },
            "instance_data":[
                {
                    "id": "thermal_methanol_ccs_1",
                    "transforms":{
                        "fuel_consumption": 1.7158,
                        "electricity_consumption": 0.0,
                        "emission_rate": 0.0110645539,
                        "capture_rate": 0.099576
                    },
                    "edges":{
                        "ch3oh_edge": {
                            "end_vertex": "ch3oh_node_1",
                            "existing_capacity": 0.0,
                            "investment_cost": 981373.863,
                            "fixed_om_cost": 39328.8,
                            "variable_om_cost": 1.924125
                        },
                        "elec_edge": {
                            "start_vertex": "elec_node_1"
                        },
                        "fuel_edge": {
                            "start_vertex": "natgas_node_1"
                        },
                        "co2_edge": {
                            "end_vertex": "co2_sink"
                        },
                        "co2_captured_edge": {
                            "end_vertex": "co2_captured_node_1"
                        }
                    }
                }
            ]
        }
    ]
}

See Also

  • Edges - Components that connect Vertices and carry flows
  • Transformations - Processes that transform flows of several Commodities
  • Nodes - Network nodes that allow for import and export of commodities
  • Vertices - Network nodes that edges connect
  • Assets - Higher-level components made from edges, nodes, storage, and transformations
  • Commodities - Types of resources stored by Commodities
  • Time Data - Temporal modeling framework
  • Constraints - Additional constraints for Storage and other components
  • Synthetic Methanol - Electrochemical methanol production