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Local climate action from the middle-out: the social potential of craft guilds to facilitate low-carbon installations in Germany
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-12-21 DOI: 10.1007/s12053-024-10287-w
Simon Wehden, Kathryn B. Janda, Jana Jansen, Felix Creutzig
{"title":"Local climate action from the middle-out: the social potential of craft guilds to facilitate low-carbon installations in Germany","authors":"Simon Wehden,&nbsp;Kathryn B. Janda,&nbsp;Jana Jansen,&nbsp;Felix Creutzig","doi":"10.1007/s12053-024-10287-w","DOIUrl":"10.1007/s12053-024-10287-w","url":null,"abstract":"<p>Shortages of skilled workers and special expertise in the crafts and trades hamper the implementation of low-carbon transitions in many countries. However, research on effective governance arrangements targeting this ‘installation bottleneck’ is limited. To fill this gap, we adopt a Middle-Out Perspective (MOP) and use rich qualitative data including in-depth interviews to study the role of craft guilds within Germany's low-carbon transition, particularly in rooftop photovoltaic and heat pump installation. Our analysis demonstrates that guilds occupy pivotal ‘upper middle actor’ positions to resolve the ‘installation bottleneck’ from the middle-out. Situated between policymaking and on-the-ground installation, guilds have unique <i>agency</i> and <i>capacity</i> qualities deriving from preferential access to the local implementers of low-carbon transitions and legal commissions with critical tasks including training, informing, and associating installers. However, we find that guilds suffer from resource constraints, membership declines, and a lack of deliberate activation. Informal power structures and deficits of change makers exacerbate guilds’ <i>propensity</i> for inertia while unstable framework conditions and the dearth of strategic engagements leave guilds inactivated. Our extended MOP framework of <i>agency, capacity</i>, and <i>propensity</i> allows researchers and policymakers to attend to potentials and trade-offs between these qualities. By recognising the contextual social sphere of installation as potential, policymakers can design more effective implementation strategies that gain people’s support by ‘meeting them where they are’.</p>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"18 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-024-10287-w.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142859736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digitised demand response in practice: The role of digital housekeeping for smart energy technologies
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-12-16 DOI: 10.1007/s12053-024-10280-3
Mikkel Vindegg, Tom Erik Julsrud
{"title":"Digitised demand response in practice: The role of digital housekeeping for smart energy technologies","authors":"Mikkel Vindegg,&nbsp;Tom Erik Julsrud","doi":"10.1007/s12053-024-10280-3","DOIUrl":"10.1007/s12053-024-10280-3","url":null,"abstract":"<div><p>The renewable energy transition requires more flexible electricity consumption. This article follows up on Norwegian plans to achieve this through demand response and a piloting of smart home technology targeting indoor heating, which we call Smart Energy Technology (SET). Based on 17 in-depth interviews with participants in a technology pilot project, we map the work required to keep the SET system running, how it impacted electricity-consuming household practices, and analyse why use of the system varied widely among participants. We show that the system in question was too complex for other than exceptionally skilled and motivated users, who engaged in extensive “digital housekeeping”. Other users were navigating a complex Norwegian electricity market using technology they found difficult to operate. This was linked with limited system use, which lowered the energy efficiency contribution of the smart system. Smart systems and their use are highly gendered and have the potential both to challenge and reinforce gendered divisions of labour. More research into the gendered impacts of smart systems in Norway is needed. Simpler and more user-friendly systems are necessary for future pilot projects, more hands-on training for users in such pilots is required, and the daily work required to operate complex smart systems should be recognised more clearly by both smart system developers and policy makers.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"18 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-024-10280-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142826390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Energy savings by optimizing the speed of the primary ventilation fans in Indian underground coal mines based on VOD and TOU tariffs 基于 VOD 和 TOU 电价,通过优化印度地下煤矿一次通风机的转速来节约能源
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-12-14 DOI: 10.1007/s12053-024-10282-1
Manoj Kumar, Tanmoy Maity, Mukesh Kumar Kirar
{"title":"Energy savings by optimizing the speed of the primary ventilation fans in Indian underground coal mines based on VOD and TOU tariffs","authors":"Manoj Kumar,&nbsp;Tanmoy Maity,&nbsp;Mukesh Kumar Kirar","doi":"10.1007/s12053-024-10282-1","DOIUrl":"10.1007/s12053-024-10282-1","url":null,"abstract":"<div><p>In light of India's current energy crisis, it has been determined that the coal mining industry may be used to implement Demand Side Management (DSM) applications. This study explores the possibility of energy savings and reduction in energy costs associated with the installation of (Variable Speed Drives) VSDs on primary ventilation fans in below-ground coal mines. According to Ventilation-on-Demand (VOD), where air volume is changed according to demand at various time intervals, a nonlinear constraint optimization model is created to reduce energy costs and achieve better energy efficiency. To achieve accurate results at the fan's operating point, this model is also constructed to adhere to the affinity law of the fan. Tellegen's theorem and Kirchhoff's law are applied to model the ventilation system of the underground mine. The ventilation network was used to investigate energy and financial savings with various airflow scenarios. Load management is accomplished by figuring out the ideal start time for the mining schedule in accordance with the Time of Use (TOU) tariffs. A critical analysis of the Tandsi underground coal mine is presented to explain the impacts of the optimization model. The study found that implementing DSM solutions could result in a total annual energy savings of 118625 kWh, or a reduction in energy costs of USD 22995.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"17 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142821368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding consumers’ behaviour for a more sustainable product design and reduced energy consumption in automatic dishwashing – an Australian household investigation and learning from a comparison with European ecodesign
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-12-13 DOI: 10.1007/s12053-024-10289-8
Thomas Alt, Rainer Stamminger
{"title":"Understanding consumers’ behaviour for a more sustainable product design and reduced energy consumption in automatic dishwashing – an Australian household investigation and learning from a comparison with European ecodesign","authors":"Thomas Alt,&nbsp;Rainer Stamminger","doi":"10.1007/s12053-024-10289-8","DOIUrl":"10.1007/s12053-024-10289-8","url":null,"abstract":"<div><p>Automatic dishwashing is an example of a complex socio-technical system with an interplay between a variety of factors and participants, including manufacturers, technology, regulators, consumer practices, cultural norms and infrastructure. Understanding this system is a prerequisite to find the right levers to optimise it. In this context, automatic dishwashing in Australia is studied by modelling the installed base of dishwashers in Australian households and recording the consumer usage of dishwashers in detail in a representative way. The information from both combined allows one to estimate the actual average use of resources (energy, water) and programme duration of dishwashers. Analysing the consumer behaviour opens the way to find optimisations of the consumer behaviour which would allow a saving of resources (more than 20 % on electrical energy) without deteriorating the performance and practical use of the dishwashers. Moreover, the comparison of the Australian socio-technical system around automatic dishwashers with the European system allows one to find a possible saving of another 20 % on energy caused by differences in the regulatory framework for those appliances.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"17 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-024-10289-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142810847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Airline environmental efficiency measures through a non-convex meta-frontier DEA model
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-12-09 DOI: 10.1007/s12053-024-10286-x
Ye Li, Jin-kun Zheng, Ya-nan Zhang
{"title":"Airline environmental efficiency measures through a non-convex meta-frontier DEA model","authors":"Ye Li,&nbsp;Jin-kun Zheng,&nbsp;Ya-nan Zhang","doi":"10.1007/s12053-024-10286-x","DOIUrl":"10.1007/s12053-024-10286-x","url":null,"abstract":"<div><p>To mitigate the impact of aviation on climate change, the International Civil Aviation Organization (ICAO) has committed to reducing carbon dioxide (CO₂) emissions from international aviation by 5% by 2030 and to achieving net-zero carbon emissions by 2050. It is therefore essential to assess the environmental efficiency of airlines to urge them to adjust their actions promptly to meet the desired strategic objectives. This paper focuses on assessing the environmental efficiency of airlines using a network structure and constructs a three-stage airline network structure. Then, a non-convex meta-frontier DEA model with unified natural disposability and managerial disposability is proposed to assess the overall efficiency of 85 airlines for 2018–2019, based on data from 85 airlines worldwide for 2018–2019. The new model not only automatically determines whether an airline's inputs are natural or managerial disposable, but also measures the environmental efficiency of each region, while optimizing overall efficiency. Firstly, Ryanair has the highest overall efficiency among the 85 airlines in 2018–2019, and this increased efficiency is closely related to its excellent performance in handling carbon dioxide emissions. Secondly, the airline efficiency rankings obtained from the non-convex meta-frontier model and the convex meta-frontier model proposed in this paper are largely in line with each other.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"17 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142798538","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Residential power scheduling with renewable energy and storage in a smart grid
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-12-07 DOI: 10.1007/s12053-024-10288-9
Safaa Mimi, Yann Ben Maissa, Ahmed Tamtaoui
{"title":"Residential power scheduling with renewable energy and storage in a smart grid","authors":"Safaa Mimi,&nbsp;Yann Ben Maissa,&nbsp;Ahmed Tamtaoui","doi":"10.1007/s12053-024-10288-9","DOIUrl":"10.1007/s12053-024-10288-9","url":null,"abstract":"<div><p>Nowadays, there is a growing trend of electricity consumers/users installing solar panels and storage batteries in their premises to alleviate rising energy costs. Despite this, ineffective energy management undermines the potential benefits, especially when there are <i>multiple</i> variables and constraints under consideration. To help solve this issue, we introduce in this paper an <i>inclusive</i> mathematical model for devices energy consumption scheduling based on user preferences under Time-of-Use (ToU) pricing, which also combines intelligently multiple inputs (utility, renewable and storage energy). Our approach attempts to distinguish itself by using all these inputs to optimize various outcomes such as cost, Peak-to-Average Ratio (PAR), and user comfort. It also allows consumers to tune their acceptable comfort level, providing them the autonomy and freedom to choose their preferences. We formulate and solve our mathematical model, subsequently simulating it in Matlab. Validation results underscore its efficacy, showing a notable 18.57% decrease in electricity bills through the combination of renewable energy and storage systems. Furthermore, implementing the model across three operational modes with ToU pricing demonstrates a very significant bill reduction of up to 41.57%. Ultimately, our approach, particularly when coupled with ToU pricing (contrasted with flat-rate), provides users with enhanced decision-making capabilities, driving amplified cost savings and comfort levels.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"17 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142789328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sustainable practices and household resilience: an empirical analysis of behavior change in times of crises
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-12-05 DOI: 10.1007/s12053-024-10285-y
Katrin Arning, Sandra Venghaus
{"title":"Sustainable practices and household resilience: an empirical analysis of behavior change in times of crises","authors":"Katrin Arning,&nbsp;Sandra Venghaus","doi":"10.1007/s12053-024-10285-y","DOIUrl":"10.1007/s12053-024-10285-y","url":null,"abstract":"<div><p>Understanding sustainability behavior is essential in tackling the global challenge of climate change. The importance of studying sustainability practices and their dynamics grows in light of recent global crises such as the COVID-19 pandemic and the energy crisis following the Ukraine war. These events both challenge and shape individual sustainable practices, offering opportunities for fostering individual sustainable practices and enhancing societal resilience. An online survey was conducted in Germany (n = 571, May 2023) to investigate sustainable behavior dynamics (mobility, energy-saving, and shopping habits) and to identify segments reflecting behavioral shifts. We found relative stability in sustainable mobility choices compared to pre-crisis times, with a tendency towards reduction, as well as an overall increase in energy-saving and sustainable shopping habits. Factor analyses revealed that sustainable mobility behavior (SMB) and sustainable consumer practices (SCP) formed two separate domains. Cluster analyses further identified four segments within each domain, each exhibiting unique behavioral patterns compared to pre-crisis practices. Examining individual variables, adopting more sustainable mobility practices was associated with sociodemographic factors (income, education, and area of living), higher levels of environmental awareness, institutional trust, and increased risk perceptions. Sociodemographic variables had less influence on sustainable consumer practices. Here, higher levels of knowledge, climate change awareness, trust, and risk perceptions played a significant role. Our findings highlight the importance of separately considering behavioral domains in understanding crises-induced changes in sustainability practices. Moreover, it is important to consider specific individual factors and to develop tailored interventions and policies to promote sustainable practices during volatile times.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"17 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-024-10285-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142778528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation of the energy consumption and emission for a readymade garment production and assessment of the saving potential
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-12-03 DOI: 10.1007/s12053-024-10281-2
Md. Uddin, Khaled Mohammad Shifullah Bhuiya, Sabbir Ahmed Udoy, Mim Mashrur Ahmed, Md. Nahid Hossan
{"title":"Investigation of the energy consumption and emission for a readymade garment production and assessment of the saving potential","authors":"Md. Uddin,&nbsp;Khaled Mohammad Shifullah Bhuiya,&nbsp;Sabbir Ahmed Udoy,&nbsp;Mim Mashrur Ahmed,&nbsp;Md. Nahid Hossan","doi":"10.1007/s12053-024-10281-2","DOIUrl":"10.1007/s12053-024-10281-2","url":null,"abstract":"<div><p>Garment products are international trade items and essential consumption items. The readymade garment industry of Bangladesh is the second largest garment exporter in the world. The garment industry of Bangladesh consumes one-third of the country's total industrial energy. Such industry consumes significant energy and contributes greenhouse gas (GHG) emissions into the atmosphere. Assessment of energy consumption and GHG emission of garment products helps to understand the baseline status of the production and benchmarking the energy and emission leveling of the product. This paper aims to investigate the energy consumption and GHG emissions of readymade garment (T-shirt) production in Bangladesh. Gate-to-gate production stages have been considered for the investigation. The strategies for the energy and GHG emission-saving potential have been also analyzed. The result showed that the total energy consumption in terms of natural gas, oil, and electricity found are 15,105 m<sup>3</sup>, 49.93 kg, and 36,265 kWh respectively per day. The total CO<sub>2</sub> emission found is 56.65 tons per day. The specific energy consumption found is 12 MJ/piece and the specific emissions of the CO<sub>2</sub>, CO, CH<sub>4</sub>, NOx, and SOx are 0.94 kg/piece, 1.69 gm/piece, 3.53 gm/piece, 4.1 gm/piece, and 0.89gm/piece, respectively. The proposed strategies could save energy in the machinery section in the range of 22–70%. The energy saving potential of 25% is possible in the steam generation sector by employing the proposed electric steam generator. The steam generation section gives the highest CO<sub>2</sub> emission and the compressor section gives the lowest emission. The specific energy consumption and carbon footprint of Bangladesh-manufactured garments are in very close agreement with the literature studied.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"17 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142761832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Slashing the surplus – how prosumers with smart metering respond to regulatory restrictions on self-consumption in Croatia
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-11-30 DOI: 10.1007/s12053-024-10279-w
Anne Kesselring, Sebastian Seebauer, Sara Skardelly, Erica Svetec, Lucija Nad, Sabine Pelka, Sabine Preuß
{"title":"Slashing the surplus – how prosumers with smart metering respond to regulatory restrictions on self-consumption in Croatia","authors":"Anne Kesselring,&nbsp;Sebastian Seebauer,&nbsp;Sara Skardelly,&nbsp;Erica Svetec,&nbsp;Lucija Nad,&nbsp;Sabine Pelka,&nbsp;Sabine Preuß","doi":"10.1007/s12053-024-10279-w","DOIUrl":"10.1007/s12053-024-10279-w","url":null,"abstract":"<div><p>With the diffusion of prosumerism, where households act both as producers and consumers of energy, policy makers must strike a balance between encouraging microgeneration and regulating this new prosumer segment on the energy market. However, effective policy implementation depends on prosumers’ behavioural reactions. This paper provides evidence on the interplay between digital real-time information and regulation of self-consumption for rooftop photovoltaics (PV) in Croatia. Croatian households that produce more annual electricity than they consume are automatically re-classified as renewable traders, which means additional administrative duties and less favorable tax treatment. This creates perverse incentives to reduce PV generation or increase energy consumption by year-end. We document the behavioural reactions to this policy design, indicating that energy production and consumption are highly elastic regarding regulatory incentives, but only if these incentives are made transparent and accessible with timely information. We collected two survey waves (<i>n</i> = 54 and <i>n</i> = 80) and smart meter data (<i>n</i> = 39), which illustrate the behavioural reaction before and after year-end. According to the survey wave before year-end, almost half of the participants considered curtailing their PV output. According to the smart meter data, a sizable share did indeed take action by shutting down PV production or by powering additional devices to reduce the surplus near year-end. In a second survey wave in the new year, prosumers provide ex-post insights on the specific measures taken to reduce surplus. We discuss research insights regarding the transparency and control offered by metering feedback, and how this can influence household behaviour within regulatory frameworks.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"17 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-024-10279-w.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The price elasticity of natural gas demand of small consumers in Germany during the energy crisis 2022 2022 年能源危机期间德国小型用户天然气需求的价格弹性
IF 3.2 4区 工程技术
Energy Efficiency Pub Date : 2024-11-28 DOI: 10.1007/s12053-024-10284-z
David Jamissen, Johanne Vatne, Franziska Holz, Anne Neumann
{"title":"The price elasticity of natural gas demand of small consumers in Germany during the energy crisis 2022","authors":"David Jamissen,&nbsp;Johanne Vatne,&nbsp;Franziska Holz,&nbsp;Anne Neumann","doi":"10.1007/s12053-024-10284-z","DOIUrl":"10.1007/s12053-024-10284-z","url":null,"abstract":"<div><p>Understanding how consumers respond to turbulent market conditions is crucial for planning security of natural gas supply. This paper estimates the price elasticity of demand of small consumers in Germany in the period with both high price fluctuations and a fear of natural gas shortage in the aftermath of the Russian invasion of Ukraine. Using granular data between 2018 and 2023, we estimate an Auto Regressive Distributed Lag (ARDL) time series cointegrating model. We find a price elasticity of demand for natural gas of -0.01 for wholesale prices and -0.04 for retail prices. Additionally, we quantify the effects of weather conditions and public awareness on the energy crisis. The results suggest i) that extreme price changes would be required to trigger short-term demand adjustments, and ii) demonstrate the importance of public attention on the crisis situation.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"17 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12053-024-10284-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142737160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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