Research Article

Optimization of Multiobjective Configuration of Multienergy Microgrid Based on HMM and Typical Scenarios: A Case Study of Smart Park

Table 6

Variable description.

SymbolMeaning

Total system annual cost
Annual investment cost of each component equipment in multienergy microgrid
Operation and maintenance cost of each component equipment in multienergy microgrid
Carbon intensity of the system
Intensity of carbon emissions contained in the energy produced by the multienergy microgrid
Intensity of carbon emissions included in the externally purchased energy of a multienergy microgrid
Equivalent annuity fund recovery factor for CHP (combined heat and power)
Equivalent annuity fund recovery factor for absorption refrigerators
Equivalent annuity fund recovery factor for heat pump
Equivalent annuity fund recovery factor for distributed photovoltaics
Equivalent annuity fund recovery factor for distributed fans
Equivalent annuity fund recovery factor for gas boilers
Equivalent annuity fund recovery factor for CSP
Equivalent annuity fund recovery factor for electric energy storage
Equivalent annuity fund recovery factor for thermal storage equipment and heat pipe network equipment
A collection of optional access devices in a multienergy microgrid
CHP fixed construction cost
Variable cost of CHP as construction capacity changes
0-1 decision variables for k equipment investment construction
CHP investment construction capacity
Investment capacity of absorption refrigerator
Heat pump investment capacity
Distributed photovoltaic investment capacity
Distributed fan investment capacity
Gas boiler investment capacity
k equipment investment capacity
Photothermal construction area
Investment cost per unit capacity/area of absorption refrigerator
Investment cost per unit capacity/area of heat pump
Investment cost per unit capacity/area of distributed photovoltaic
Investment cost per unit capacity/area of distributed fans
Investment cost per unit capacity/area of gas boiler
Investment cost per unit capacity/area of photothermal
Investment cost per unit capacity/area of electric energy storage
Investment cost per unit capacity/area of thermal storage equipment
Length of heating pipe to be laid from node i to node j
A 0-1 decision variable for laying a heating pipeline to node j with node i as the upstream supply node
Probability of planning scene
Represents the natural gas price at time t in the planning scene
Represents the day-to-day electricity price at time t in the planning scene
CHP gas consumption at time t in the planning scene
Natural gas consumption of the gas boiler at time t in the planning scene
Electricity purchased by multienergy microgrid from main net
Electricity sold by multienergy microgrid to main net
Maintenance cost per unit capacity/area of CHP
Maintenance cost per unit capacity/area of absorption refrigerator
Maintenance cost per unit capacity/area of heat pump
Maintenance cost per unit capacity/area of distributed photovoltaic
Maintenance cost per unit capacity/area of distributed fans
Maintenance cost per unit capacity/area of gas boiler
Maintenance cost per unit capacity/area of photothermal
Maintenance cost per unit capacity/area of electric energy storage
Maintenance cost per unit capacity/area of thermal storage equipment
CHP actual power output at a certain moment
Actual power output of distributed fans at a certain moment
Actual heat output of gas boiler at a certain moment
Absorption refrigerator consumption heat at some point
Heat pump actual consumption of electricity at a certain moment
Amount of electrical and thermal energy actually stored by electricity storage at a time
The capacity of the k equipment device with the indicated ordinal number
Amount of electrical and thermal energy actually stored by the thermal storage device at a certain moment
Intensity of carbon emissions per cubic meter of natural gas
Intensity of carbon emissions contained in the electricity purchased per unit of the main network
Distributed photovoltaic output at node i at time t in the planning scene
Discharge power of the electric energy storage device at node i in t period under planning scene
Charging power of the electric energy storage device at node i in t period in the planning scene
Main network input power of node i at time t in the planning scene
Power that node i supplies to the main network during time t in the planning scene
Electrical power from node j to node i during t in the planning scene
Electric power injected from node i to node j during t in the planning scene
Set of nodes connected to node i
Comprehensive line loss rate in an area
Thermal power of CHP at node i during t in the planning scene
Thermal power of the photothermal device at node i during t in the planning scene
Exothermic power of the heat storage device at node i at time t in the planning scene
Thermal storage power of thermal storage equipment at node i in t period under planning scene
Thermal power of heat pump at node i in t period in the planning scene
The thermal power injected by node j to node i during t period in the planning scene
The thermal power injected by node i to node j during t period in the planning scene
The electrical load demand of node i during t in the planning scene
The cooling load demand of node i during t in the planning scene
The size of the hot water heating load of node i during t in the planning scene
The size of the other heat load requirements for node i during t in the planning scene
Heat loss per unit length of heat pipe
The cooling power of the heat pump at node i during t in the planning scene
The cooling power of the retractable refrigerator at node i in t period in the planning scene
A 0-1 decision variable representing investment in heat pump at node i
A 0-1 decision variable representing the investment in an absorption refrigerator at node i
Upper limit of k equipment investment capacity on a single node
Lower limit of k equipment investment capacity on a single node
Electric conversion efficiency of CHP
CHP thermal conversion efficiency
The charging efficiency of electric energy storage equipment
Discharge efficiency of electric energy storage equipment
Thermal storage efficiency of thermal storage equipment
Heat release efficiency of thermal storage equipment
A 0-1 variable, indicating whether there is a distributed fan installation condition at node i
Wind speed at node i at time t in the planning scene
vciCut-in wind speed of the fan
vratFan rated wind speed
vcoCut-out wind speed of the fan
Photovoltaic installed capacity per unit area at node i
Light radiation intensity at node i at time t in the planning scene
Rated light radiation intensity of distributed photovoltaic equipment
Rated light radiation intensity of distributed wind-heating equipment
Distributed photovoltaic power generation and heating efficiency coefficient
Solar thermal equipment power generation and heating efficiency coefficient
A 0-1 variable representing the investment decision of the heat pump at node i
A 0-1 variable
A 0-1 variable
Upper limit investment capacity of heat pump on a single node
The heating efficiency coefficient of the heat pump
The cooling efficiency coefficient of a heat pump
Efficiency coefficient of absorption refrigerator
Combustion efficiency coefficient of gas boiler
CHP selectable device ordinal number
Heat pump selectable equipment ordinal number
Ordinal number of optional equipment for absorption refrigerator
Ordinal number of optional equipment for gas boiler
CHP selectable device ordinal number
Ordinal number of optional equipment for absorption refrigerator
Indication ordinal number of optional equipment for gas boiler
A 0-1 decision variable, indicating whether to choose to install CHP with ordinal number at node i
Indicates the device capacity of the selected device ordinal number at node i
Indicates the device capacity of the selected device ordinal number at node i
Device capacity representing the selected device ordinal number at node i
The device capacity of the selected device ordinal number at node i
The power output of the CHP with the ordinal number of the device selected at node i in period t in the planning scene
The heat consumption of the absorption refrigerator with the ordinal number of the equipment selected at node i in period t in the planning scene
Heating quantity of gas boiler representing the ordinal number of equipment selected at node i in period t in the planning scene
The power consumption of the heat pump with the ordinal number selected at node i in period t in the planning scene
The thermal output of the CHP with the ordinal number of device at node i in period t in the planning scene
The heat supply of the heat pump with node ordinal number at node i in period t in the planning scene
Represents the cooling capacity of the heat pump with the ordinal number of device at node i in period t in the planning scene
The cooling capacity of the absorption refrigerator with node ordinal number at node t in the planning scene
The capacity of the heat pump with the ordinal number
A 0-1 variable indicating whether or not to choose to install the indicator with the ordinal number at node i
A 0-1 variable indicating whether or not to choose to install the indicator with the ordinal number at node i
The capacity of the heat pump with the ordinal number
A 0-1 variable indicating whether or not to choose to install the indicator with the ordinal number at node i
A 0-1 variable for decision whether to choose installation instruction at node i for gas boiler with the ordinal number
The thermal power injected by node j to node i during t period in the planning scene
SymbolMeaning
The thermal power injected by node j to node i during t period in the planning scene
The thermal power injected by node i to node j during t period in the planning scene
The electrical load demand of node i during t in the planning scene
The cooling load demand of node i during t in the planning scene
The size of the hot water heating load of node i during t in the planning scene
The size of the other heat load requirements for node i during t in the planning scene
Heat loss per unit length of heat pipe
The cooling power of the heat pump at node i during t in the planning scene
The cooling power of the retractable refrigerator at node i in t period in the planning scene
A 0-1 decision variable representing investment in heat pump at node i
A 0-1 decision variable representing the investment in an absorption refrigerator at node i