1. Introduction
The advent of industrialization and the urbanization of society has led humans to spend more time indoors. At present, humans spend about 90% of their time indoors, 70% of which is at home [
1]. Physical comfort (warmth) is one of the basic needs outlined by Maslow’s hierarchy of needs, and hence, we spend a lot of time and resources ensuring our comfort. Building heating and cooling is one of the primary energy-consuming sectors, contributing 40% of the primary energy consumption in the United States (USA) and the European Union (EU) [
2] and results in between 30% and 36% of energy-related global CO
2 emissions [
3]. Approximately 50–70% of the total heating demand in Western countries consists of heating, ventilation, air-conditioning, cooling systems (HVAC), and 30–50% is spent on water heating [
4].
The energy sources for the heating in Europe primarily consist of fossil fuels (coal, oil, and natural gas). Approximately 70% of residential heat in the EU was from fossil fuels in 2015 [
5], and even in developed countries, e.g., Ireland, many old buildings still have an open fireplace for heating that uses solid fuels to heat water [
6]. The housing stock in Ireland has been identified as amongst the least energy-efficient in Northern Europe [
7] and is characterized by large amounts of heat wasted due to the low energy-efficiency devices [
4,
8]. Therefore, there is the potential to reduce the carbon emissions of the Irish heating sector through the efficient use of natural gas. Residential heating and cooking consumed 13% of the overall gas consumption in Ireland in 2019, while 30% of gas demand was in the non-residential heating sector, and 58% was for power generation [
9]. The Irish gas network primarily provides gas for power generation, and compared to the rest of the EU, it is extensive and modern, reaching all major urban areas [
10]. It can be considered underutilized in efforts to decarbonize heating.
Total building heating and cooling energy demand can be split into residential, commercial, and industrial buildings, where residential buildings account for approximately 75% of the total European building floor area [
11]. Since 79.6% of residential building energy demand is due to water and space heating [
12,
13], decarbonizing the residential heating sector, in particular, would significantly contribute to reducing carbon emissions from buildings [
14]. The commercial/public service sector contributes to approximately 20% of the overall heat demand. In both the residential and commercial heating sectors, the electrification of heat by installing heat pumps improves energy efficiency and can achieve decarbonization goals. Heat pumps require high levels of insulation in buildings, as the efficiency of heat pumps is higher when the final heating temperatures are below 40–45 °C, making them an efficient choice for residential heating [
15,
16] where a constant temperature is maintained. For residential heating, the coefficient of performance of heat pumps is typically in the range of 3–5, and their use could save €500 a year in running costs compared to conventional electrical and fueled heating technologies [
17,
18]. The high upfront costs of residential heat pumps (€5000–€45,000) [
18] coupled with the high insulation requirements make them a more suitable choice for high-end buyers or new developments. Therefore, additional policy measures and supports from governments are required to upgrade existing buildings and promote the use of heat pumps. The electrification of heat in low-heating demand sectors can be effective at reducing CO
2 emissions [
19,
20]; however, gas boilers will still be required to meet peak and high heat demands [
21].
While efforts toward decarbonizing the low heating demand sector focus on retrofits and the electrification of heat, the decarbonization of high heat demand would include replacing carbon-intensive fuels with low or zero-carbon substitutes, such as natural gas and hydrogen. The decarbonization pathways for residential and commercial buildings are as follows:
Demand reduction;
Renewable gas (Gasification/Biomethane/Hydrogen);
Electrification of heat (Heat pumps);
Increased efficiency of energy use (Integration of heat networks, Insulation).
The weighting of various decarbonization pathways against their decarbonization potential and cost is outlined in
Table 1. This provides an overview categorizing the pathways based on their decarbonization potential and their relative cost. The prosumer method of decarbonization is when individual end-users use their own initiative to lower their carbon footprint through the installation of renewable energy generation and reduction of their energy demand. Given it requires individual initiative and financing, it is beyond the reach of many individuals. Reducing the energy consumption of home heating through insulation can achieve significant carbon reductions; however, retrofitting homes requires significant monetary (between €30,000 and €80,000) and time investments [
22,
23], meaning it is not attractive to all income groups and requires significant subsidies to encourage uptake. Although stated in the report by Ervia (2018) [
24] as a low-cost pathway, when the cumulative cost of insulating all necessary buildings is taken into account, it results in a significant cost. Biomethane produced from the gasification of wood or crops such as wheat/maize and anaerobic degradation of plant and animal wastes can be used to decarbonize the gaseous feedstock [
25,
26]. Using biomass conversion to Synthetic Natural Gas (SNG) is a practical approach toward decarbonization, as it does not require any change to the gas pipeline infrastructure; however, it requires a large production of biomass for conversion to biomethane to meet the gas demand. SNG and biomethane are similar in composition to natural gas, and with infrastructure for natural gas already in place, it is a low-cost option for end-users, as no capital expenditure is required to upgrade equipment. Another method for the decarbonization of heat involves recovering waste industrial heat and supplying it to surrounding buildings. This requires an integrated heat network and therefore has limited opportunity in existing developments. In Ireland, the district heating infrastructure is less than 1% of the heat market compared to a European average of 10% [
24,
27,
28].
The inclusion of hydrogen into gas networks, either alone or with natural gas, can contribute to its decarbonization. Hydrogen has a high potential for decarbonization because it emits only water as a by-product. Despite this strong potential, it has some major drawbacks. First, a 100% hydrogen system may require the entire piping system to be changed from steel to polymer/fiber-reinforced pipelines to prevent pipe embrittlement [
29] and increased joint inspection for leaks [
30]. Second, engines or burners need to be refitted to accommodate for hydrogen [
31]. Third, additional safety measures to add color and smell to the gas are needed [
32]. Hydrogen, for gas decarbonization, has a strong research consensus as a potential zero-carbon source for gas decarbonization, and many hydrogen cities are presently being developed in Rotterdam, Netherlands (HyWay 27) [
33], Leeds UK (H21 Project) [
34], and Tokyo, Japan (HARUMI FLAG) [
35], to analyze the practical implications of moving to hydrogen. When looking at a city/community of buildings, a simple and practical investigative approach to analyze the system-level effects of increasing the energy use efficiency in the heating sector and understand the challenges that could be encountered in the gas network would be beneficial.
Ireland has resolved to undertake an ambitious mission to transform into a low-carbon economy by 2050. Transforming to an energy system dominated by renewable electricity requires significant investment in changing the technology in the end-use sectors. During this transition, end-use technologies that use fossil fuels are still economical, especially for intermittent high-energy demands, e.g., domestic and industrial heating. Natural gas as a low-carbon fuel will continue to be part of the energy mix until 2050. This beckons the research question for the study; i.e., how does the decarbonization of the heating sector impact the gas demands and the use of gas in Ireland?
A combination of EnergyPlus and MATLAB was used to analyze the effect of deep retrofits in buildings using natural gas for heating on Irish gas network demand as of 2016. EnergyPlus is a commonly used building energy simulation tool that generates building energy demand data. Combining EnergyPlus with Design Builder or other Graphical User Interface (GUI) simulation tools is commonly used by research engineers, architects, and researchers to obtain building energy consumption data. In addition, EnergyPlus has an extensive database of building codes developed by the United States Department of Energy (US DOE). EnergyPlus enables the user to create more detailed simulations of buildings rather than HVAC components as in other building simulation tools.
Research in building simulation has mainly focused on simulating a specific building and understanding the impact of increased energy efficiency measures on the total electricity and gas consumption. Pan et al. (2010) [
36] used EnergyPlus alongside a GUI simulation tool Design Builder to visualize and change the specific geometry of the building, such as daylight dimming and occupant sensors and compared it with the energy demand data from an actual building. Mambo et al. 2013 presented a model to improve the energy efficiency and CO
2 savings in a UK airport terminal building using actual data and real-time occupancy behavior [
37]. Research studies on the effect of decarbonization of heat on the gas network are limited. Haghi et al. (2020) [
38] focused on addressing a multistakeholder approach to optimizing total systems cost in an energy system. Their results indicated that at higher carbon prices, with constant renewable electricity penetration, natural gas boilers remain the primary heat source, contributing to 80% of the demand for heating, and that heat pumps are cost-effective for consumers only at carbon prices above £100 per ton of CO
2. Other related studies include Bauermann et al. (2014), where they focused on increasing renewable electricity penetration and heat supply technologies to reduce the heating supply cost and CO
2 emissions using General Algebraic Modeling System [
39].
Thermal retrofits are still essential when transitioning toward electrical heating, as heat pumps are only effective in well-insulated homes. Gas heating could exploit this necessity, and buildings using gas heating could still garner significant cost benefits by retrofitting homes and reducing their energy consumption. Studies on cost and carbon savings obtained with thermal retrofits to the current Irish building stock identified a theoretical potential to reduce carbon emissions by 44% in new buildings [
40].
In Ireland, the industrial sector primarily uses gas to provide high-temperature heat. Assessing the pathways for the decarbonization of industrial heat demand does not include a change to devices or process/efficiency improvement. It is beyond the scope of this study to delve into the specifics of each industrial user. Instead, an analysis of the effect of switching to low or zero-carbon fuels (natural gas and hydrogen) in combination with the decarbonization of buildings is carried out to add context to the decarbonization pathways set out for low and high heating demands. The combined effect of these changes in sectors connected to the Irish gas network is obtained.
This study examines the impact of heat decarbonization policies prioritized by the Irish government on the gas network and advances the study using a novel approach. It provides a more practical approach by using outputs from EnergyPlus, which provide a helpful framework for bridging the divide between building energy modelers and energy systems models. To understand the effects of increasing insulation in buildings and increasing gas boiler efficiency, an estimate of the effect of these measures on the gas network is obtained.
Each sector is considered separately, and the combined effect of decarbonization on the gas demand in the transmission network is discussed. This research aims to provide:
A deeper understanding of the effect of decarbonization strategies on gas demand profiles, and
Investigate the potential of the gas network in aiding a low-carbon energy system by exploiting the existing gas infrastructure.
This study does not consider potential scenarios such as converting oil/fuel-based heating in residential or commercial sectors to gas-based heating. Analysis of these scenarios requires additional details on the location of these homes and their access to the gas network. Other limitations of the study include overestimating the insulation required in commercial buildings, which means the building consumes more energy to maintain indoor comfort, as heat penetration during the warmer months is limited by the additional insulation. However, it does provide a modeling basis for these studies to be carried out in the future. Valuable information to gas network operators and energy systems researchers on the technical impact of decarbonizing the heating sector on gas demand is provided in this work.
2. Materials and Methods
A modeling approach was developed to evaluate the effect of heat decarbonization pathways on the overall gas demand and consumption profile in both the distribution and transmission natural gas networks in Ireland.
Individual building consumption profiles are evaluated to determine how building improvements impact gas demand in the distribution network. The gas heating demand for residential and commercial buildings in Ireland was calculated using a combination of two engineering software programs: EnergyPlus (version 9.4) and MATLAB (version 2018a).
Figure 1 outlines the practical input-driven approach methodology for assessing the effect of building heat decarbonization.
Many standard residential and commercial building types exist within EnergyPlus, and their energy consumption is obtained using reference building models from the US DOE (
www.energy.gov, accessed on 5 November 2021) website [
41]. These reference building models are equated to an equivalent Irish building type, as provided by the Central Statistics Office (CSO) Ireland (
Table 2).
For EnergyPlus to determine the energy consumption for each building, it must be provided with information regarding the type of heating system, including boiler efficiency, insulation properties including the thermal conductivity and thickness of the material, and weather conditions. Since EnergyPlus contains 17 sets of building codes from the USA; Salem, McNary, Oregon USA was selected in a temperate marine climate zone, which is similar to Irish climatic conditions. Hence, residential and commercial building codes representative of this region are used. Then, the weather data for Dublin, Ireland, obtained from the EnergyPlus website [
42], were used as an input in the model to obtain the gas consumption of each building type. Then, the software is run for three cases as outlined in
Table 3.
Case A consisted of raw data for buildings obtained from EnergyPlus. The U-values for the insulation layers were obtained from the building surface details in EnergyPlus files.
On average, commercial buildings are poorly insulated, except for wall insulation. The average area-weighted wall insulation (combination of internal and external insulation) in residential buildings was calculated to be 0.38 W/m
2 K. For Case B, U-factors of 0.13 W/m
2 K, 0.15 W/m
2 K, 0.16 W/m
2 K, 0.14 W/m
2 K, and 0.84 W/m
2 K [
43,
44,
45] are considered for the attic insulation, external wall insulation, internal wall insulation, floor insulation, and window glazing, respectively. These values represent the ambitious levels of insulation that can be achieved for residential and commercial buildings in Ireland for an “A”-rated building. In addition to increased insulation, another commonly practiced demand reduction approach in residential and commercial buildings is to increase energy-use efficiency. For buildings with gas heating, the efficiency of gas boilers can be improved to 95% (E
1) [
46]. This represents Case C, where the gas boiler efficiency is improved in addition to thermal retrofits. EnergyPlus uses these inputs to calculate the overall gas demand of buildings. The outputs from the EnergyPlus simulation included the gas and electricity demand for individually modeled buildings. The building gas demand data are used as an input for the MATLAB model, which calculates the total gas demand for Ireland’s residential and commercial buildings. Then, the overall gas demand was calculated using Equation (1).
N = number of buildings, GD = gas demand in kWh, and i = type of building. Equation (1) generates a matrix containing the quarter-hour gas demand for each day.
Then, MATLAB was used to collate the outputs from EnergyPlus and generate the heating gas demand of the entire Irish building stock. According to the Sustainable Energy Authority of Ireland, there are 1,697,665 residential buildings and 109,086 commercial buildings (SEAI) [
47,
48] as of 2016.
Table 4a,b contain a breakdown of the types of buildings and their heating sources.
It was not possible to find a breakdown of the heating sources for commercial buildings in Ireland. Therefore, an estimate of the percentage of commercial buildings that consume gas was generated. Using the information on the number of residential and non-residential gas meters in Ireland in 2016 was obtained from the CSO website [
47]. Approximately 6.76% of Ireland’s population (about 321,676 people as of 2016 [
50]) do not have the possibility of a gas network connection owing to the location of gas network pipelines. Furthermore, not all regions have a gas pipeline, and even in those that do, the pipeline only serves major urban centers [
51]. Therefore, from the data in
Table 4b, only 21% of residential buildings use gas as their primary heating source, which is 356,510 residential buildings in total. This 21% was also taken as the number of commercial buildings that use gas, which is 22,894. The analysis of the results was carried out in two steps. First, the results of building energy consumption obtained from EnergyPlus were used as inputs in MATLAB. Second, a model with the number of residential and commercial buildings in Ireland was developed in MATLAB to calculate the overall gas demand. As a result, the amount of decarbonization that can be achieved using the two demand reduction approaches, namely (1) increasing the insulation in gas-heated buildings and (2) increasing the efficiency of natural gas boilers, is obtained. Additionally, the combined effects of residential and industrial fuel demands shifting to low-carbon fuels (i.e., natural gas and hydrogen) on the overall demand for gas were also obtained.
2.1. Building Model Validation
The residential and commercial building models were validated by comparing the overall electricity and gas demand obtained using EnergyPlus and the gas demand reported by SEAI for residential and commercial buildings (
Table 5). In addition, a curve-fitting tool (lsqcurvefit), i.e., a non-linear least squares solver, was used in MATLAB to obtain the number of each residential and commercial building using gas for heating. The total gas consumption of residential and commercial buildings obtained from the curve fitting model was compared to the actual gas consumption in the heating sector as of 2016 [
52]. This is used to reference the number of buildings included in the model and aids in understanding the system-level changes in the transmission network due to gas demand transformation resulting from heat decarbonization strategies.
The model was validated against the values obtained from the CSO and SEAI websites (
Table 5). While there is a discrepancy in the number of buildings obtained by curve fitting and the actual number of residential and non-residential (commercial and public services) connected to the gas network, the difference is less than 1%. The slight difference may be due to differences in the building codes between the USA and Ireland. The model assumes that the gas consumption for all buildings in a given type is homogeneous, which is not an accurate reflection of the variation within a building type. Additionally, there are differences between apartment buildings that contain on average 6 dwellings per building in Ireland [
49] and 20 dwellings in a multi-family home in Salem, Oregon, USA [
53]. The multi-family building model from EnergyPlus consists of 18 living units per multi-family home [
52]. The breakdown of the number of buildings used in the model was calculated using the curve-fitting tool, and the results were obtained (
Table 5).
An additional analysis was carried out to compare the carbon intensity of a single-family home using gas heating and a single-family home using a heat pump. This analysis is intended to add context to the role of gas for heating during the transition to 100% renewable electricity. Since the carbon intensity of electricity in Ireland is currently higher than that of natural gas, residential and commercial buildings using gas for heating could potentially reduce carbon emissions with thermal retrofits.
2.2. The Combined Effect of Residential and Industrial Decarbonization
For the decarbonization of industrial heat demand, the stagewise conversion of all industrial processes to lower carbon fuels was considered.
Scenario 1: Conversion of all industrial heat demands to natural gas.
Scenario 2: Conversion of the natural gas network to a blended network with a mix of hydrogen (20 vol %) and natural gas (80 vol %).
Scenario 3: Conversion of the natural gas network to a 100% hydrogen network.
Scenarios 1 and 2 do not require a significant change in the current gas infrastructure, whereas Scenario 3 may require upgrades of gas pipelines to accommodate 100% hydrogen [
55]. The decarbonization potential of the primary industrial sector was identified based on the energy consumption in the 8 major industrial sectors in Ireland (
Appendix A). Decarbonization potential in sectors, i.e., replacing carbon-intensive fuels with gas, is obtained, and the reduction in CO
2 emissions in Scenarios 1, 2, and 3 is calculated. The residential, commercial, and industrial sector results were combined, and the overall change in volumetric gas consumption and CO
2 emissions was calculated to identify the decarbonization achievable using gas-based vectors in the heating sector.
EC is the energy consumed by a carbon-intensive fuel in MegaJoules, CC is the carbon content of the fuel in kgCO2/MJ, CCNG is the carbon content in natural gas, and i is the type of fuel.
The resulting increase in the flow of natural gas is calculated by Equation (3).
where HHV
NG is the higher heating value of natural gas (MJ/m
3). A higher heating value for natural gas and hydrogen was used to represent the maximum heat utilization from burning the fuels.
Using Equations (2) and (3), the decrease in carbon emissions and increase in gas flow when switching from carbon-intensive fuels to natural gas was calculated.
The total increase in flow rates in Scenarios 1, 2, and 3 was calculated using Equations (4) and (5).
VNG is the volume fraction of natural gas, VH2 is the volume fraction of hydrogen, HHVH2 is the higher heating value of hydrogen, and SCENG is the specific carbon dioxide emissions of natural gas (kCO2/MJ).