Bibliografias temáticas / Electric utilities, Australia

Índice

Artigos de revistas
Teses / dissertações
Livros
Trabalhos de conferências

Literatura científica selecionada sobre o tema "Electric utilities, Australia"

Autor: Grafiati

Publicado: 4 de junho de 2021

Última modificação: 20 de fevereiro de 2023

Crie uma referência precisa em APA, MLA, Chicago, Harvard, e outros estilos

Selecione um tipo de fonte:

Consulte a lista de atuais artigos, livros, teses, anais de congressos e outras fontes científicas relevantes para o tema "Electric utilities, Australia".

Ao lado de cada fonte na lista de referências, há um botão "Adicionar à bibliografia". Clique e geraremos automaticamente a citação bibliográfica do trabalho escolhido no estilo de citação de que você precisa: APA, MLA, Harvard, Chicago, Vancouver, etc.

Você também pode baixar o texto completo da publicação científica em formato .pdf e ler o resumo do trabalho online se estiver presente nos metadados.

Artigos de revistas sobre o assunto "Electric utilities, Australia"

Monroe, Jacob G., Paula Hansen, Matthew Sorell e Emily Zechman Berglund. "Agent-Based Model of a Blockchain Enabled Peer-to-Peer Energy Market: Application for a Neighborhood Trial in Perth, Australia". Smart Cities 3, n.º 3 (19 de setembro de 2020): 1072–99. http://dx.doi.org/10.3390/smartcities3030053.

Texto completo da fonte

Resumo:

The transfer of market power in electric generation from utilities to end-users spurred by the diffusion of distributed energy resources necessitates a new system of settlement in the electricity business that can better manage generation assets at the grid-edge. A new concept in facilitating distributed generation is peer-to-peer energy trading, where households exchange excess power with neighbors at a price they set themselves. However, little is known about the effects of peer-to-peer energy trading on the sociotechnical dynamics of electric power systems. Further, given the novelty of the concept, there are knowledge gaps regarding the impact of alternative electricity market structures and individual decision strategies on neighborhood exchanges and market outcomes. This study develops an empirical agent-based modeling (ABM) framework to simulate peer-to-peer electricity trades in a decentralized residential energy market. The framework is applied for a case study in Perth, Western Australia, where a blockchain-enabled energy trading platform was trialed among 18 households, which acted as prosumers or consumers. The ABM is applied for a set of alternative electricity market structures. Results assess the impact of solar generation forecasting approaches, battery energy storage, and ratio of prosumers to consumers on the dynamics of peer-to-peer energy trading systems. Designing an efficient, equitable, and sustainable future energy system hinges on the recognition of trade-offs on and across, social, technological, economic, and environmental levels. Results demonstrate that the ABM can be applied to manage emerging uncertainties by facilitating the testing and development of management strategies.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Marwan, Marwan, e Pirman Pirman. "Mitigating Electricity a Price Spike under Pre-Cooling Method". International Journal of Electrical and Computer Engineering (IJECE) 6, n.º 3 (1 de junho de 2016): 1281. http://dx.doi.org/10.11591/ijece.v6i3.9597.

Texto completo da fonte

Resumo:

The growing demand for air-conditioning is one of the largest contributors to Australia overall electricity consumption. This has started to create peak load supply problems for some electricity utilities particularly in Queensland. This research aimed to develop a consumer demand side response model to assist electricity consumers to mitigate peak demand on the electrical network. The proposed model allows consumers to independently and proactively manage air conditioning peak electricity demand. The main contribution of this research is how to show consumers can mitigate peak demands by optimizing energy costs for air conditioning in a several cases such as no spike and spike considering to the probability spike cases may only occur in the middle of the day for half hour, one hour and one and half hour spikes. This model also investigates how air conditioning applied a pre-cooling method when there is a substantial risk of a price spike. The results indicate the potential of the scheme to achieve energy savings and reducing electricity bills (costs) to the consumer. The model was tested with the Queensland electricity market data from Australian Energy Market Operator and Brisbane temperature data from Bureau statistic during hot days.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Texto completo da fonte

Resumo:

Estilos ABNT, Harvard, Vancouver, APA, etc.

Acker, Thomas L., André Robitaille, Hannele Holttinen, Marian Piekutowski e John Olav Giæver Tande. "Integration of Wind and Hydropower Systems: Results of IEA Wind Task 24". Wind Engineering 36, n.º 1 (fevereiro de 2012): 1–17. http://dx.doi.org/10.1260/0309-524x.36.1.1.

Texto completo da fonte

Resumo:

In May of 2004, the IEA Wind Implementing Agreement (IA) established R&D Task 24, “Integration of Wind and Hydropower Systems.” Australia, Canada, Finland, Norway, Sweden, Switzerland, and the United States joined Task 24 with the goal of collaborating in the study of wind integration in a variety of electrical system configurations (load, generation, and transmission); hydro system configurations and characteristics; and market and operational configurations. Representing these countries were utilities and research organizations with the intent to understand the potential for and limiting factors in integrating wind into systems with hydropower. Case studies that analyze the feasibility, benefits, detriments, and costs of specific wind-hydro integration projects were the mechanism through which the goals of the task were addressed. The purpose of this article is to summarize the framework within which these studies were performed, and to present the key results and the general conclusions of the Task.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Ali, Liaqat, M. Imran Azim, Jan Peters, Vivek Bhandari, Anand Menon, Vinod Tiwari, Jemma Green e S. M. Muyeen. "Blockchain-Based Local Energy Market Enabling P2P Trading: An Australian Collated Case Study on Energy Users, Retailers and Utilities". IEEE Access 10 (2022): 124429–47. http://dx.doi.org/10.1109/access.2022.3224936.

Texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Wilson, Roy, Rohan Wickramasuriya e Dean Marchiori. "An Empirical Modelling and Simulation Framework for Fire Events Initiated by Vegetation and Electricity Network Interactions". Fire 6, n.º 2 (8 de fevereiro de 2023): 61. http://dx.doi.org/10.3390/fire6020061.

Texto completo da fonte

Resumo:

Electrical infrastructure is one of the major causes of bushfire in Australia alongside arson and lightning strikes. The two main causes of electrical-infrastructure-initiated fires are asset failure and powerline vegetation interactions. In this paper, we focus on powerline–vegetation interactions that are caused by vegetation falling onto or blowing onto electrical infrastructure. Currently, there is very limited understanding of both the spatio-temporal variability of these events and their causative factors. Bridging this knowledge gap provides an opportunity for electricity utility companies to optimally allocate vegetation management resources and to understand the risk profile presented by vegetation fall-in initiated fires, thereby improving both operational planning and strategic resource allocation. To bridge this knowledge gap, we developed a statistical rare-event modelling and simulation framework based on Endeavour Energy’s fire start and incident records from the last 10 years. The modelling framework consists of nested, rare-event-corrected, conditional probability models for vegetation events and consequent ignition events that provide an overall model for vegetation-initiated ignitions. Model performance was tested on an out-of-time test set to determine the predictive utility of the models. Predictive performance was reasonable with test set AUC values of 0.79 and 0.66 for the vegetation event and ignition event models, respectively. The modelling indicates that wind speed and vegetation features are strongly associated with vegetation events, and that Forest Fire Danger Index (FFDI) and soil type are strongly associated with ignition events. The framework can be used by energy utilities to optimize resource allocation and prepare future networks for climate change.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Mamun, Mehadi. "Sustainability reporting of major electricity retailers in line with GRI: Australia evidence". Journal of Accounting & Organizational Change, 6 de setembro de 2022. http://dx.doi.org/10.1108/jaoc-01-2022-0005.

Texto completo da fonte

Resumo:

Purpose This paper aims to comprehensively analyse the sustainability reporting practices of Australian electricity retailers in comparison with global sustainability reporting indicators outlined in the Global Reporting Initiative (GRI) framework. Design/methodology/approach Based on the GRI G4 sector-specific guidelines, the paper investigated Australian electricity retailers’ reporting in three broad areas of sustainability, namely, economic, environmental and social. The 2018/2019 annual reports along with websites, corporate social responsibility reports and standalone sustainability reports of the major electricity retailers listed on the Australian Energy Regulator were analysed and coded using a content-based technique. Findings The findings inform that electricity retailers’ disclosures are substantially varied between and within the three categories of sustainability reporting, and the majority of the retailers have failed to address over two-third of the GRI indicators. This study also shows that positive information is the dominant form of the disclosures, and reporting with declarative information without providing any quantifiable data is a common practice of the retailers who fail to address an indicator that requires information in numerical terms. Originality/value Electric utilities provide essential services to society and have a significant influence on sustainable development. This study contributes to the social disclosure literature, in particular in a developed countries energy sector context, and captures insights about the sustainability reporting and accountability behaviour of the major electricity retailers operating in Australia.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Teses / dissertações sobre o assunto "Electric utilities, Australia"

Tham, Poh Weng Electrical Engineering &amp Telecommunications Faculty of Engineering UNSW. "Managing market risks in the Australian national electricity market". Awarded by:University of New South Wales. School of Electrical Engineering & Telecommunications, 2005. http://handle.unsw.edu.au/1959.4/20834.

Texto completo da fonte

Resumo:

The restructuring of many national and state electricity industries over the last two decades has created new sets of laws and regulations, market design and participants. Along with those changes, industry risks have also been transformed significantly. Prior to restructuring, government-owned or carefully regulated monopoly private utilities would manage most of these industry risks. With restructuring, however, both the government, through their market regulators, and industry participants need to manage a range of previous,, yet also now new, risks. While the government???s risk management strategy is focused on the industry as a whole, participants are naturally more concerned with their individual risks. The Australian National Electricity Market (NEM) is one of the many electricity markets that were formed through the restructuring process underway worldwide. It created a number of new types of market participants facing different sets of risks. The main objective of this thesis is to examine the management of market risk by these different NEM participants. The methodology used in the thesis involves developing a fundamental understanding of electricity restructuring, the NEM and the various risks faced by the different NEM participants. Data on NEM spot prices, ancillary costs and forward prices are analysed to gain a better understanding of its relationship with market activities. Different risk management strategies, both proactive and reactive, that can be taken by the participants are discussed This thesis has highlighted some of the complexities involved in managing risks in a restructured electricity industry. Risks are never static and changes in market conditions alter the risk exposure of the participants. Therefore, participants will need to constantly monitor their risk exposure and update their risk management strategies. The Cash-Flow-at-Risk methodology is introduced as a possible tool to measure risk and analyse risk management options for different NEM participants.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Lehmann, Desmond E. "The impact of corporatisation and management reform on the role and working life of managers in an Australian electricity utility: A triangulated study, 1994-2002". Thesis, Edith Cowan University, Research Online, Perth, Western Australia, 2004. https://ro.ecu.edu.au/theses/823.

Texto completo da fonte

Resumo:

For decades electricity has been a critical source of energy for all major industries, nationally and internationally. In 2002 the Australian electricity supply industry had assets in excess of $86 billion and accounted for more than 1.4 percent of gross domestic product. It is a major employer with more than 33,000 people serving more than 8 million customers. This study explores the impact of corporatisation and management reform on the role and working life of managers within the broader context of this industry. It is an industry identified by academics, commentators and the business media over the past two decades as one of poor management performance and inefficiencies - often seen as significant contributors to historically high electricity costs to consumers in Australia. As a result, electricity utility reform has been high on the agenda of national and state governments from the early 1980's and throughout the 1990's. Macro and micro economic reforms driven by significant government sponsored reports were considered central to Australia's efforts to improve its economic position. Underpinning this orthodoxy was the call for managerial responsibilities and incentives for managers of public utilities to be redefined in accord with the government's objectives. Managerialism became the ideological driver for management reform and corporatisation. This in tum became the major change process employed by state governments seeking micro (agency level) economic reforms. These economic reforms incorporated efficiency, productivity and contestability considerations in line with National Competition Policy.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Skoufa, Lucas A. "A strategic management framework for reformed electricity generation firms in eastern Australia /". [St. Lucia, Qld.], 2006. http://adt.library.uq.edu.au/public/adt-QU20060713.152047/index.html.

Texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Gupta, Pavan, University of Western Sydney, College of Law and Business e School of Management. "Residential sector deregulation in the electricity industry : analysis of electricity consumption patterns". THESIS_CLAB_MAN_Gupta_P.xml, 2004. http://handle.uws.edu.au:8081/1959.7/744.

Texto completo da fonte

Resumo:

The research presented in this thesis aims to improve our knowledge regarding the impact of privatisation and deregulation of public service type infrastructure industries. In recent years, Australia's industry reform policies have critically relied on rapid deregulation of major utilities such as telecommunication, gas and electricity. Although several industries have been deregulated in the last two decades, our understanding regarding the impact of deregulation on residential electricity market is still developing. In order to accomplish the research, about 400 residential customers were surveyed and their electricity consumption patterns (ECP)were monitored by installing special electronic meters. The findings are discussed in detail. As an implication to policy and practice there is an urgent need for a nation-wide standard,reshaping the practices of the electricity marketing and establishing a time-dynamic ECP monitoring system. Another important implication concerns the well-founded theories in micro-economic literature. This research has established that the price of the commodities and services charged by public service type utility suppliers should not be left entirely to the market forces concerned with demand - supply equilibrium. There is an urgent need to understand the role of different socio-economic segments in contributing to the economic efficiencies of public service type assets. More efficient segments should be equitably rewarded for their contributions rather than penalised perhaps due to the lack of their bargaining power.
Doctor of Philosophy (PhD)

Estilos ABNT, Harvard, Vancouver, APA, etc.

Kwok, Ho King Calvin Actuarial Studies Australian School of Business UNSW. "Energy price modelling and risk management". Awarded by:University of New South Wales. Actuarial Studies, 2007. http://handle.unsw.edu.au/1959.4/40602.

Texto completo da fonte

Resumo:

This thesis focuses on the development of a forecasting model for short- to medium-term electricity spot prices, based on modelling the dynamics of the supply and demand functions. It is found that the equilibrium assumption frequently adopted in electricity price models does not always hold; to overcome this problem, a notional demand process derived from the market clearing condition is proposed. Not only is this demand process able to capture all the price-affecting factors in one variable, but it also allows the equilibrium assumption to be satisfied and a spot price model to be built, using any appropriate form of hypothetical supply function. In addition, this thesis presents a model for approximating and modelling the bid stacks by capturing the points that govern their shape and location. Integrating these two models provides a realistic model that has a mean absolute percentage error of approximately 19% and 24% for week- and month-ahead forecasts respectively, when applied to the New South Wales (NSW) half-hourly electricity spot prices. Additionally, the density forecasting evaluation method proposed by Diebold et al. (1998) is employed in the thesis to assess the performance of the model. Besides the development of a spot price model, a two-part empirical study is made of the prices of NSW electricity futures contracts. The first part of the study develops a method based on the principle of certainty equivalence, which enables the market utility function to be recovered from a set of futures market quotes. The method is tested with two different sets of simulated data and works as expected. However, it is unable to obtain useful results from the NSW market quotes due to the poor data quality. The second part uses a regression method to investigate the relationship between futures prices and the descriptive statistics of the underlying spot prices. The result suggests that futures prices in NSW are linear combinations of the median and volatility of the final payoff.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Kolf, K. Peter. "Pricing optimality of a multi-product public enterprise /". Title page, contents and abstract only, 1986. http://web4.library.adelaide.edu.au/theses/09ECM/09ecmk81.pdf.

Texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Gupta, Pavan. "Residential sector deregulation in the electricity industry : analysis of electricity consumption patterns". Thesis, View thesis, 2004. http://handle.uws.edu.au:8081/1959.7/744.

Texto completo da fonte

Resumo:

Estilos ABNT, Harvard, Vancouver, APA, etc.

Poole, Martin. "A technical and economic review of gas turbine cogeneration in Australia and the influence of energy prices and economic instruments". Phd thesis, Department of Chemical Engineering, 2004. http://hdl.handle.net/2123/5768.

Texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Chester, Lynne Social Sciences &amp International Studies Faculty of Arts &amp Social Sciences UNSW. "What are the outcomes and who benefits from the restructuring of the Australian electricity sector?" 2007. http://handle.unsw.edu.au/1959.4/40779.

Texto completo da fonte

Resumo:

The last decade has delivered rapid structural change to the Australian electricity sector. The common conceptualisation of the sector's restructuring has been narrowly based around sector-specific regulatory change and the creation of a national electricity market. This thesis argues that such a focus provides an incomplete and inaccurate explanation of the transformation. Three closely interrelated layers of policies and actions embodying the precepts of neoliberalism, and implemented by the state, have driven the sector's transformation. These policies and actions transcend 'electricity-centric' policies and encompass policies which have become systemic to the Australian public sector as well as a third layer which has transformed the prevailing industrial paradigm across all industry sectors. The drivers of the electricity sector's restructuring -- and the outcomes and beneficiaries arising -- form the core research focus of this thesis. The research task is addressed by using the analytical framework of the French theory of r??gulation. The analysis reveals that the electricity sector has been Australia's second largest contributor of privatisation proceeds, remains dominated by government ownership and has falling levels of foreign ownership. Higher relative wage levels and union membership are also evident as have been job losses and substantial real price increases for households whereas those for business have generally fallen. The purported 'reform' centrepiece, the national electricity market, was found to be increasingly uncompetitive due to its own regulatory regime and market manipulation by government-owned companies. In addition, the sector exhibits a heightened precariousness: an unprecedented financial vulnerability arising from a strong appetite for debt and derivatives and exacerbated by payments to government owners not by new investment in generation capacity; increasing tensions between the nation-state and local-state concerning the national electricity market and compromises with labour; and an exposure to political and financial risks from the sector's global integration. The clear winners from the sector's restructuring are the owners of capital and the state, particularly the local-state, although the sustainability of this situation is questionable. The analysis also generates a number of propositions about the application of r??gulation theory to sector-based research.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Brown, Colin, University of Western Sydney e Sydney Graduate School of Management. "A holistic approach to the management of electrical assets within an Australian supply utility". 2005. http://handle.uws.edu.au:8081/1959.7/25052.

Texto completo da fonte

Resumo:

Asset-rich organisations (utilities) within Australia have entered into an era of environmental change, imposed largely by successive Federal and State Governments wanting to exact financial returns from these State Owned Corporations (SOCs). These changes have created a shift in the paradigms within which these organisations currently operate. Long established principles are being revisited, and processes re-engineered, to allow them to implement the changes needed to obtain improved efficiencies and achieve overall business success. It is this drive to break down the barriers and practices of the past that has led to the need to develop a fundamental understanding of what it means to take a holistic approach to the management of the physical assets owned by utilities.
Doctor of Business Administration (D.B.A.)

Estilos ABNT, Harvard, Vancouver, APA, etc.

Mais fontes

Livros sobre o assunto "Electric utilities, Australia"

Rosenthal, Stephen. The politics of power: Inside Australia's electric utilities. Carlton, Vic: Melbourne University Press, 1988.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Linn, Rob. ETSA: The story of electricity in South Australia. Adelaide, SA: ETSA Corporation, 1996.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Ray, Dennis. Electric power industry restructuring in Australia: Lessons from down-under. Columbus, OH: National Regulatory Research Institute, 1997.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Force, Western Australia Electricity Reform Task. Discussion paper on the reform of the electricity supply industry in Western Australia. [Perth?]: Electricity Reform Task Force, 2002.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

International, Conference on Power Control and Optimization (3rd 2010 Gold Coast Qld ). Power control and optimization: Proceedings of the 3rd Global Conference on Power Control and Optimization, Gold Coast, Australia, 2-4 February 2010. Melville, N.Y: American Institute of Physics, 2010.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Committee of Inquiry into Gas and Electricity Tariffs in Western Australia. Final report of the Committee of Inquiry into Gas and Electricity Tariffs in Western Australia. [Perth]: Govt. of Western Australia, 1985.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Diver, Geoff. The links between water and energy efficiency: A case study of domestic retrofiting in Esperance, Western Australia : a report for the Renewable Advisory Council of Western Australia. [Murdoch, W.A.]: Institute for Science and Technology Policy, Murdoch University, 1994.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Group, Allen Consulting. The benefits and costs of reform of the electricity industry in Western Australia: A report to the Electricity Reform Task Force. Perth, W.A: Allen Consulting Group, 2002.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Western Australia. Electricity Reform Task Force. Electricity reform in Western Australia: 'a framework for the future' : final report of the Electricity Reform Task Force . Perth, W.A: Electricity Reform Task Force, 2002.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Boylen, Louise. Power for the people: A history of gas and electricity in Western Australia. Editado por McIlwraith John e Gladwell David. Perth, W.A: Public and Govt. Affairs Branch, State Energy Commission of Western Australia, 1994.

Encontre o texto completo da fonte

Estilos ABNT, Harvard, Vancouver, APA, etc.

Mais fontes

Trabalhos de conferências sobre o assunto "Electric utilities, Australia"

Liner, Barry, e Christopher Stacklin. "Driving Water and Wastewater Utilities to More Sustainable Energy Management". In ASME 2013 Power Conference. American Society of Mechanical Engineers, 2013. http://dx.doi.org/10.1115/power2013-98310.

Texto completo da fonte

Resumo:

The Water Environment Federation (WEF) and industry leaders have identified the need for an energy roadmap to guide utilities of all sizes down the road to overall sustainable energy management through increased renewable energy production and energy conservation. This roadmap leverages a framework developed by the electric power sector. Known as the The Smart Grid Maturity Model (SGMM), the framework moved the industry toward “Smart Grid” technology. The basis of the Energy Roadmap originated at a workshop of water and power industry leaders convened by WEF in North Carolina in March 2012. Case studies were analyzed from successful utilities in Austria, Holland, Australia, and the United States. High level, strategic best practices were identified and organized into topic areas, which define the level of progression (enable, integrate and optimize) towards achieving energy sustainability. As a living document, the roadmap is always under review by dedicated groups within the industry. A number of utilities worldwide have already taken the leap and begun this transformation towards resource recovery and many more are peering over the edge. The WEF Energy Roadmap is intended to guide utilities of all sizes as they progress toward becoming treatment plants of the future. While it is not practical for all wastewater treatment plants to become energy positive or neutral, all can take steps towards increasing energy sustainability. A key component of the WEF Energy Roadmap is collaboration between water/wastewater utilities and electric utilities. This paper focuses on lessons learned and case studies about energy and water utilities working together to address energy-water nexus challenges. This paper examines perspectives both from energy use at water sector facilities and water use at energy sector facilities.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Anandavel, Lithicka, Ansh Sharma, Naveenkumar S., Suresh Sankaranarayanan e Anis Salwa Binti Mohd Khairuddin. "Intelligent Demand Forecasting Using Deep Learning". In International Technical Postgraduate Conference 2022. AIJR Publisher, 2022. http://dx.doi.org/10.21467/proceedings.141.7.

Texto completo da fonte

Resumo:

One type of energy demand is the electricity demand, which measures the electricity consumption Wh (watt-hour). Forecasting this electricity demand is very crucial and plays a fundamental role in the electrical industry, as it provides the basis for making decisions in the operation and planning procedures of power systems. Forecasting is important for development experts and are of great interest to energy authorities, power utilities, and private investors. Inaccurate projections can have disastrous social and economic implications, whether they over-or under-predict demand. Supply shortages and forced power outages occur from underestimating demand, wreaking havoc on productivity and economic growth. Overestimating demand can result in overinvestment in generation capacity, financial hardship, and, eventually, higher power costs. This paper has validated several methodologies such as ARIMA, XGBOOST, LSTM and Bi-LSTM towards forecasting the energy demand for different regions of Australia during different season. The models were validated towards energy demand forecasting in terms of error and accuracy resulting in LSTM with 2 layers outperforming the other models.

Estilos ABNT, Harvard, Vancouver, APA, etc.

Oferecemos descontos em todos os planos premium para autores cujas obras estão incluídas em seleções literárias temáticas. Contate-nos para obter um código promocional único!