Related Topics:
Photovoltaic Energy Storage Device-
Photovoltaic energy storage device configuration indicators
The configuration of user-side energy storage can effectively alleviate the timing mismatch between distributed photovoltaic output and load power demand, and use the industrial user electricity price mechanism to e. With the rapid development of social economy, energy and environmental issues. In addition to the battery cell material, production process, formula, ambient temperature, discharge rate and other factors, battery life are also related to the depth of discharg. This paper constructs a bi-level optimization structure as shown in Fig. 1. This model considers both the photovoltaic & energy storage capacity planning problem and the. 4.1. Basic dataIn order to verify the feasibility and practicability of the model proposed in this article, a large industrial user is taken as an example for anal. The installation of photovoltaic energy storage systems for large industrial customers can reduce expenditures on electricity purchase and has considerable economic benefits.
[PDF Version]
FAQs about Photovoltaic energy storage device configuration indicators
What is the optimal configuration model of photovoltaic and energy storage?
The optimal configuration model of photovoltaic and energy storage is established with a variable of the energy storage capacity. In order to meet the optimal economy of photovoltaic system, reduce energy waste and realize peak shaving and valley filling, the economic index and energy excess percentage are included in the objective function.
How to design a PV energy storage system?
Establish a capacity optimization configuration model of the PV energy storage system. Design the control strategy of the energy storage system, including timing judgment and operation mode selection. The characteristics and economics of various PV panels and energy storage batteries are compared.
Are photovoltaic penetration and energy storage configuration nonlinear?
According to the capacity configuration model in Section 2.2, Photovoltaic penetration and the energy storage configuration are nonlinear. Considering the charging power and other effects, if you use mathematical methods such as enumeration, the calculation is complicated and the efficiency is extremely low.
What is a bi-level optimization model for photovoltaic energy storage?
This paper considers the annual comprehensive cost of the user to install the photovoltaic energy storage system and the user's daily electricity bill to establish a bi-level optimization model. The outer model optimizes the photovoltaic & energy storage capacity, and the inner model optimizes the operation strategy of the energy storage.
What is a decision variable in a photovoltaic system?
The outer objective function is the minimum annual comprehensive cost of the user, and the decision variable is the configuration capacity of photovoltaic and energy storage; the inner objective function is the minimum daily electricity purchase cost, and the decision variable is the charging and discharging strategy of energy storage.
What are energy storage configuration models?
Energy storage configuration models were developed for different modes, including self-built, leased, and shared options. Each mode has its own tailored energy storage configuration strategy, providing theoretical support for energy storage planning in various commercial contexts.
-
About photovoltaic energy storage applications
For photovoltaic (PV) systems to become fully integrated into networks, efficient and cost-effective energy storage systems must be utilized together with intelligent demand side management. As the global sol. Over the past decade, global installed capacity of solar photovoltaic (PV) has dramatically. 2.1. Electrical Energy Storage (EES)Electrical Energy Storage (EES) refers to a process of converting electrical energy into a form that can be stored for converting back to electrical. The solar thermal energy stored in the PCM in the BIPV can provide a heating source for a Heat Pump (HP) to provide high temperature heat for domestic heat supply. Underfloor heatin. Incentives from supporting policies, such as feed-in-tariff and net-metering, will gradually phase out with rapid increase installation decreasing cost of PV modules and the PV intermittency pro. Photovoltaics have a wide range of applications from stand alone to grid connected, free standing to building integrated. It can be easily sized due to its modularity from s.
[PDF Version]
FAQs about About photovoltaic energy storage applications
Is solar photovoltaic technology a viable option for energy storage?
In recent years, solar photovoltaic technology has experienced significant advances in both materials and systems, leading to improvements in efficiency, cost, and energy storage capacity. These advances have made solar photovoltaic technology a more viable option for renewable energy generation and energy storage.
Can energy storage systems reduce the cost and optimisation of photovoltaics?
The cost and optimisation of PV can be reduced with the integration of load management and energy storage systems. This review paper sets out the range of energy storage options for photovoltaics including both electrical and thermal energy storage systems.
What are the energy storage options for photovoltaics?
This review paper sets out the range of energy storage options for photovoltaics including both electrical and thermal energy storage systems. The integration of PV and energy storage in smart buildings and outlines the role of energy storage for PV in the context of future energy storage options.
What are photovoltaic energy sources used for?
Photovoltaic energy sources are used as grid-connected systems and stand-alone systems. Their applications include battery charging, water pumping, home power supplies, refrigeration, street lighting, swimming pools, hybrid vehicles, heating systems, telecommunications, satellite power systems, military space, and hydrogen production [28, 29].
Does a battery energy storage system work with a solar PV system?
Roberts et al. analyzed the performance of a battery energy storage system (BESS) integrated with a solar PV system. The study found that the BESS increased the self-consumption of solar energy from 30% to over 70%, resulting in a significant reduction in grid electricity purchases.
How can solar energy be stored?
Emerging storage technologies show promise in enabling long-duration and large-scale storage for solar energy. Flow batteries, such as vanadium redox flow batteries (VRFB), offer scalable and flexible storage solutions . Hydrogen storage through electrolysis and fuel cells also presents an avenue for long-duration energy storage .
-
Syria photovoltaic energy storage installation
Syria's Ministry of Energy has signed a memorandum of understanding (MoU) with US-based 20Solar Energy to develop 200 MW solar PV capacity, as part of its plans to support the national grid with diversification of energy generation.
-
Egypt Photovoltaic and Energy Storage Plant
Recently, the Kom Ombo 500 MW PV Expansion and 300 MWh Energy Storage Project—Egypt's largest standalone energy storage project, surveyed and designed by the Southwest Electric Power Design Institute Co.
FAQs about Egypt Photovoltaic and Energy Storage Plant
Which energy projects in Egypt have 900mwh battery energy storage systems?
energy projects in Egypt. 900MWh battery energy storage systems (BESS). Dubai, United Arab Emirates; September 12th, 2024: AMEA Power, one of the fastest-growing renewable energy companies, signs Power Purchase Agreements (PPAs) to develop largest solar PV in Africa and first utility-scale battery energy storage system in Egypt.
Which solar projects are being built in Egypt?
The first project involves a 1 GW solar plant with a 600 MWh BESS in the Benban area. The second project is a 300 MWh BESS at the site of Amea Power's 500 MW Abydos solar array, which is currently under construction. Both projects are in Egypt's Aswan governorate.
Does Scatec have a solar project in Egypt?
In a separate announcement, Norway's Scatec said it had signed a 25-year PPA with Egyptian Electricity Transmission Co. (EETC) for a 1 GW solar and 100 MW/200 MWh battery storage hybrid project in Egypt. “This will be the first hybrid solar and battery project in Egypt,” said Scatec CEO Terje Pilskog.
How big is the Egypt solar photovoltaic (PV) market?
The Egypt Solar Photovoltaic (PV) Market size is expected to grow from 2,300 MW in 2023 to 3,546.96 MW by 2028, registering a CAGR of 9.05% during the forecast period (2023-2028).
Does AMEA power have a solar project in Egypt?
The latest announcements bring Amea Power's total renewables capacity in Egypt to 2 GW of solar and 900 MWh of BESS. The company claims to have projects in 20 countries, with a pipeline above 6 GW and 1.6 GW currently in operation and under or near construction.
Who is building a 1 GW solar plant?
Dubai-based developer Amea Power has agreed to build a 1 GW solar plant with a 600 MWh battery energy storage system (BESS) and an additional 300 MWh BESS. Meanwhile, Norwegian developer Scatec ASA has signed a 25-year power purchase agreement (PPA) for a 1 GW solar array and 100 MW/200 MWh BESS in Egypt.
-
Somalia photovoltaic plant energy storage battery
The Government of Somalia has launched a competitive tender for the development of an 8 MW solar photovoltaic plant integrated with a 20 MWh battery energy storage system (BESS) in Borama, located in the Awdal region.
-
Photovoltaic energy storage integrated machine lithium iron phosphate
This product consists of a photovoltaic array composed of solar cell modules, a photovoltaic reverse control integrated machine, an energy storage lithium iron phosphate battery pack, a distribution unit, a monitoring host platform, a load, and a power grid.
FAQs about Photovoltaic energy storage integrated machine lithium iron phosphate
What is lithium iron phosphate (LFP) storage?
The projects utilize advanced lithium iron phosphate (LFP) storage technology to build shared energy storage systems on the grid side, serving nearby renewable power plants. This effectively addresses the challenges of clean energy consumption during peak periods, creating a "storage factory" at the energy source.
Are lithium iron phosphate batteries the future of solar energy storage?
Let's explore the many reasons that lithium iron phosphate batteries are the future of solar energy storage. Battery Life. Lithium iron phosphate batteries have a lifecycle two to four times longer than lithium-ion. This is in part because the lithium iron phosphate option is more stable at high temperatures, so they are resilient to over charging.
What is lithium iron phosphate technology?
Lithium Iron Phosphate technology is that which allows the greatest number of charge / discharge cycles. That is why this technology is mainly adopted in stationary energy storage systems (self-consumption, Off-Grid, UPS, etc.) for applications requiring long life. The actual number of cycles that can be performed depends on several factors:
What are the advantages of lithium iron phosphate cells?
High Energy Density. Modular design, reasonable layout. convenient maintenance. Ultra High Security. Intelligent Temperature Control Technology High quality lithium iron phosphate cells and ternary cells of various models and specifications
What is a photovoltaic energy storage system?
High energy density greater than 140Wh/kg, IP69 protection active balance, precise SOC and SOH monitoring, suitable for liquid cooling systems Household energy storage, industrial energy storage.Photovoltaic energy storage systems use photovoltaic technology to convert solar energy into electrical energy and store it High Energy Density.
What are the advantages of photovoltaic energy storage system?
Household energy storage, industrial energy storage.Photovoltaic energy storage systems use photovoltaic technology to convert solar energy into electrical energy and store it High Energy Density. Modular design, reasonable layout. convenient maintenance. Ultra High Security. Intelligent Temperature Control Technology
-
Household distributed photovoltaic energy storage
Household photovoltaic (PV) is booming in China. In 2021, household PV contributed 21.6 GW of new installed capacity, accounting for 73.8 % of the new installed capacity of distributed PV. However, du.
FAQs about Household distributed photovoltaic energy storage
How can Household PV energy storage system improve energy utilization rate?
In addition, in order to further improve the energy utilization rate and economic benefits of household PV energy storage system, practical and feasible targeted suggestions are put forward, which provides a reference for expanding the application channels of distributed household PV and accelerating the development of distributed energy.
Does Household PV need energy storage?
Configurating energy storage for household PV is friendly to the distribution network. Household photovoltaic (PV) is booming in China. In 2021, household PV contributed 21.6 GW of new installed capacity, accounting for 73.8 % of the new installed capacity of distributed PV.
What is discarded solar PV?
Residential loads and energy storage batteries consume PV power to the most extent. If there is still remaining PV power after the energy storage is fully charged, it is considered as the discarded solar PV. When the PV output is insufficient, the energy storage battery supplies power to the residential loads.
How do residential loads and energy storage batteries use PV power?
Residential loads and energy storage batteries consume PV power to the most extent. If there is still remaining PV power after the energy storage is fully charged, it is connected to the power grid. When the PV output is insufficient, the energy storage battery supplies power to the residential loads.
Can energy storage help reduce PV Grid-connected power?
The results show that the configuration of energy storage for household PV can significantly reduce PV grid-connected power, improve the local consumption of PV power, promote the safe and stable operation of the power grid, reduce carbon emissions, and achieve appreciable economic benefits.
What is the operation mode of a household PV storage system?
The operation mode is that the PV is self-generation and self-consumption, and the surplus PV power is connected to the grid. According to the optimized configuration results of energy storage under the grid-connected mode, the detailed operation of the household PV storage system in each season in Scenario 4 is shown in Fig. 21, Fig. 22, Fig. 23.
-
Solar energy storage photovoltaic foldable container
Our pioneering and environmentally friendly solar systems: Folded solar panels in a container frame with corresponding standard dimensions, easy to unfold thanks to a sophisticated rail system and no shading from a remaining container structure.
FAQs about Solar energy storage photovoltaic foldable container
What are containerized mobile foldable solar panels?
Containerized mobile foldable solar panels are an innovative solar power generation solution that combines the mobility of containers with the portability of foldable solar panels, providing flexible and efficient power support for a variety of application scenarios.
How many PV modules are in a solar container?
The innovative and mobile solar container contains 196 PV modules with a maximum nominal power rating of 130kWp, and can be extended with suitable energy storage systems. The lightweight, ecologically-friendly aluminium rail system guarantees a mobile solution with rapid availability. at full power.
What is a solarfold photovoltaic container?
at full power. The solarfold Photovoltaic Container is mobile for universal deployment with a light and versatile substructure. The semi-automatic electric drive unit manoeuvres the mobile photovoltaic system into its operating position rapidly and smoothly along a length of around 123 metres.
What is a solarcontainer?
The Solarcontainer is a photovoltaic power plant that was specially developed as a mobile power generator with collapsible PV modules as a mobile solar system, a grid-independent solution represents. Solar panels lay flat on the ground. This position ensures maximum energy harvest Panels lays flat on the ground.
How does solarfold work?
Solarfold allows you to generate electricity where it's needed, and where it pays to do so. The innovative and mobile solar container contains 196 PV modules with a maximum nominal power rating of 130kWp, and can be extended with suitable energy storage systems.
What is LZY mobile solar container system?
LZY Mobile Solar Container System - The rapid-deployment solar solution with 20-200kWp foldable PV panels and 100-500kWh battery storage. Set up in under 3 hours for off-grid areas, construction sites & emergency power. Get a quote today!
-
Huawei New Delhi Energy Storage Photovoltaic Products
As a pioneer of zero-carbon quality living, Huawei FusionSolar has launched the "Optimizer + Inverter + ESS + Charger + Load + Grid + PVMS" one-fits-all residential smart PV solution with its profound accumulation of photovoltaic and storage technology and the perfect integration of techno-aesthetics and daily life usage.
FAQs about Huawei New Delhi Energy Storage Photovoltaic Products
What is Huawei digital power residential solution 5.0?
Sun Power, President of Residential Smart PV Business, Huawei Digital Power, launched the Residential Solution 5.0. Huawei Digital Power has upgraded its one-fits-all solution that integrates optimizers, PV, ESS, chargers, load, grid, and management system.
What is Huawei digital power?
By widely applying the Smart Renewable Energy Generator and digital technologies, Huawei Digital Power aims to build high-quality, all-digital, and autonomous utility-scale power plants. In terms of operation and maintenance (O&M), Huawei provides full-link diagnosis capabilities to improve the safety and performance ratio (PR) of power plants.
Will Huawei's Residential Solutions be a green future?
By the end of 2023, 3.3 million households around the world chosen Huawei's residential solutions to fulfil their green future. Carbon neutrality not only means technological transformation, but also extensive and profound social transformation.
Why should you choose Huawei for power plants?
In terms of operation and maintenance (O&M), Huawei provides full-link diagnosis capabilities to improve the safety and performance ratio (PR) of power plants. Furthermore, Huawei provides intelligent AC and DC safety protection for PV, ensuring personal and asset safety across various scenarios.
Why did Huawei help Yalong hydro build the 1 GW Kela PV project?
In Ganzi, Sichuan, Huawei Digital Power helped Yalong Hydro build the 1 GW Kela PV Project, which is the world's largest and highest-altitude hydro-solar hybrid power plant. The project leverages digital and intelligent technologies to improve quality and efficiency, setting a benchmark for intelligent power plants.
Does Huawei use string inverter technology?
Since 2013, Huawei has chosen string inverter technology. In 2020, Huawei launched the industry's first string ESS, which uses controllable power electronics technologies to resolve the inconsistency and uncertainty of lithium batteries.
-
How much photovoltaic energy storage is there in Mozambique
Large scale renewable projects are becoming a point of interest for investment in Mozambique, specifically solar and hydro. Mozambique's main body to promote renewable energy access, FUNAE, expects that.
FAQs about How much photovoltaic energy storage is there in Mozambique
Is Mozambique a good place to invest in solar energy?
Mozambique has an abundant and unexploited solar resource which could be harnessed for utility scale as well as residential PV for both on/off grid electrification. The following map shows the global horizontal irradiation profile of Mozambique which varies between 1,785 and 2,206 kWh/m2/year.
What is PV power potential in Mozambique?
The PV power potential map developed by the World Bank shows the potential for PV power projects in Mozambique on a scale of a yearly total specific PV power output of 1,534 to 1,753 kWh/kWp. The zones marked in the darkest shade show the highest potential .
Which zone has the highest solar power potential in Mozambique?
The zones marked in the darkest shade show the highest potential . By the end of 2022, there is a total of 125 MW of solar power plants (under a public-private partnership (PPP)) developed in Mozambique, of which 60 MW are already connected to the national grid: Projects Mocuba and Metoro.
How will Mozambique's new energy storage system work?
The project is the first IPP in Mozambique to integrate a utility scale energy storage system and includes an upgrade to the existing Cuamba substation. Electricity will be sold through a 25-year power purchase agreement with EDM.
What is Cuamba solar doing in Mozambique?
Cuamba Solar, along with all our energy projects we are working on, cements our ongoing commitment to contribute to the long-term energy security and development of the country on a low carbon pathway.” Globeleq and Source Energia are also developing one of the first wind projects in Mozambique located near the town of Namaacha 40km west of Maputo.
What are Globeleq & source Energia doing in Mozambique?
Globeleq and Source Energia are also developing one of the first wind projects in Mozambique located near the town of Namaacha 40km west of Maputo. In addition, Globeleq has recently pre-qualified to compete for the 40 MWp Dondo solar power project in Sofala Province and has been selected for two 15MWp solar projects in neighbouring Eswatini.
-
Huawei ASEAN Photovoltaic Energy Storage Project
Huawei and Keppel have signed a Memorandum of Understanding (MoU) to develop solar and battery energy storage system (BESS) projects for the data center and other high-energy-consuming sectors, initially focusing on the ASEAN region.
FAQs about Huawei ASEAN Photovoltaic Energy Storage Project
How will Huawei and Keppel develop energy technologies for specific projects?
Courtesy: Huawei They will develop energy technologies for specific projects. Huawei International Pte. Ltd. and Keppel Ltd.'s infrastructure division are collaborating to promote the wide adoption of photovoltaic (PV) and battery energy storage system (BESS) technologies in Asia and other key markets.
How will Huawei & Keppel collaborate on energy storage solutions?
Under an MOU, the two will combine Huawei's digital expertise with Keppel's energy infrastructure expertise to develop innovative energy storage solutions.
How will ASEAN & ASEAN develop a new energy system?
In a joint statement, the parties said they will explore designing and developing new PV and BESS solutions tailored for identified projects. This will include interconnected power grids across the ASEAN region, low-carbon data centres and industrial parks, and digital energy management for hybrid energy systems.
Why is Huawei reshaping the future of Energy Innovation?
By leveraging Huawei's cutting-edge digital power technologies and Keppel's expertise in energy management, we are not only meeting the growing demand for renewable energy to support Singapore's global leading position in green development – we are reshaping the future of energy innovation.
What will the ASEAN & ASEAN collaboration look like?
The collaboration will see both companies jointly explore designing and developing solutions such as interconnected power grids across the ASEAN region, low-carbon data centres and industrial parks, and digital energy management for hybrid energy systems.
How will Huawei & Keppel work together?
Through this partnership, we will harness Huawei's digital power technologies and Keppel's deep expertise in energy infrastructure to enhance the reliability and seamless integration of renewables with state-of-the-art energy storage.
-
What is the smallest energy storage device
Scientists at the Indian Institute of Science (IISc) have designed a novel ultra-micro supercapacitor — a tiny device capable of storing an enormous amount of electric charge.
FAQs about What is the smallest energy storage device
Which technology provides short-term energy storage?
Some technologies provide short-term energy storage, while others can endure for much longer. Bulk energy storage is currently dominated by hydroelectric dams, both conventional as well as pumped. Grid energy storage is a collection of methods used for energy storage on a large scale within an electrical power grid.
What is energy storage?
Energy storage involves converting energy from forms that are difficult to store to more conveniently or economically storable forms. Some technologies provide short-term energy storage, while others can endure for much longer. Bulk energy storage is currently dominated by hydroelectric dams, both conventional as well as pumped.
What is electrochemical storage?
Electrochemical storage refers to the storing of electrochemical energy for later use. This energy storage is used to view high density and power density. The energy in the storage can be used over a long period. Where is Electrochemical Storage?
What are electrical energy storage systems?
Electrical energy storage systems store energy directly in an electrical form, bypassing the need for conversion into chemical or mechanical forms. This category includes technologies like supercapacitors and superconducting magnetic energy storage (SMES) systems.
What are the different types of energy storage?
Energy comes in multiple forms including radiation, chemical, gravitational potential, electrical potential, electricity, elevated temperature, latent heat and kinetic. Energy storage involves converting energy from forms that are difficult to store to more conveniently or economically storable forms.
What is a device that stores energy called?
A device that stores energy is generally called an accumulator or battery. Energy comes in multiple forms including radiation, chemical, gravitational potential, electrical potential, electricity, elevated temperature, latent heat and kinetic.
-
Operation control of photovoltaic energy storage
In this paper, the modular design is adopted to study the control strategy of photovoltaic system, energy storage system and flexible DC system, so as to achieve the design and control strategy researc.
FAQs about Operation control of photovoltaic energy storage
Can a selective input/output strategy improve the life of photovoltaic energy storage (PV-storage) synchronous generator?
In this paper, a selective input/output strategy is proposed for improving the life of photovoltaic energy storage (PV-storage) virtual synchronous generator (VSG) caused by random load interference, which can sharply reduce costs of storage device. The strategy consists of two operating modes and a power coordination control method for the VSGs.
How can a photovoltaic grid-connected system improve energy consumption?
In this way, when the light intensity changes greatly and is unstable, due to the existence of the energy storage system, the photovoltaic + storage photovoltaic grid-connected system can operate normally and stably to achieve the purpose of improving the consumption of new energy. Fig. 14.
Why do we need a PV energy storage system?
It is a rational decision for users to plan their capacity and adjust their power consumption strategy to improve their revenue by installing PV–energy storage systems. PV power generation systems typically exhibit two operational modes: grid-connected and off-grid .
What is the optimal capacity allocation model for photovoltaic and energy storage?
Secondly, to minimize the investment and annual operational and maintenance costs of the photovoltaic–energy storage system, an optimal capacity allocation model for photovoltaic and storage is established, which serves as the foundation for the two-layer operation optimization model.
What is installed capacity of photovoltaic and energy storage?
And the installed capacity of photovoltaic and energy storage is derived from the capacity allocation model and utilized as the fundamental parameter in the operation optimization model.
What is upper layer optimization in a photovoltaic system?
The operation schemes of the photovoltaic system and energy storage in the lower layer model utilize the upper layer optimization results as a reference point, correcting for any deviations in the system state due to uncertainty factors.
-
Mongolia Photovoltaic Energy Storage Power Station
Inner Mongolia Energy Group has launched construction works on a 605 MW/1,410 MWh energy storage power station in the Ulan Buh Desert, near Bayannur City, close to the border with the state of Mongolia, in a bid to support the large-scale development of renewable energy in the sunshine-rich autonomous region.
-
Gross profit margin of photovoltaic energy storage system
Rapid growth of intermittent renewable power generation makes the identification of investment opportunities in energy storage and the establishment of their profitability indispensable. Here we first present.
FAQs about Gross profit margin of photovoltaic energy storage system
Is energy storage a profitable business model?
Although academic analysis finds that business models for energy storage are largely unprofitable, annual deployment of storage capacity is globally on the rise (IEA, 2020). One reason may be generous subsidy support and non-financial drivers like a first-mover advantage (Wood Mackenzie, 2019).
How would a storage facility exploit differences in power prices?
In application (8), the owner of a storage facility would seize the opportunity to exploit differences in power prices by selling electricity when prices are high and buying energy when prices are low.
How can energy storage be profitable?
Where a profitable application of energy storage requires saving of costs or deferral of investments, direct mechanisms, such as subsidies and rebates, will be effective. For applications dependent on price arbitrage, the existence and access to variable market prices are essential.
Do investors underestimate the value of energy storage?
While energy storage is already being deployed to support grids across major power markets, new McKinsey analysis suggests investors often underestimate the value of energy storage in their business cases.
How do I evaluate potential revenue streams from energy storage assets?
Evaluating potential revenue streams from flexible assets, such as energy storage systems, is not simple. Investors need to consider the various value pools available to a storage asset, including wholesale, grid services, and capacity markets, as well as the inherent volatility of the prices of each (see sidebar, “Glossary”).
Are rooftop solar panels a profitable investment?
Many have studied the profitability of specific investment opportunities, such as the use of lithium-ion batteries for residential consumers to increase the utilization of electricity generated by their rooftop solar panels (Hoppmann et al., 2014; Stephan et al., 2016; van der Stelt et al., 2018).