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Day-ahead electricity price forecasting using back propagation neural networks and weighted least square

S. Surender REDDY,Chan-Mook JUNG,Ko Jun SEOG

Frontiers in Energy 2016, Volume 10, Issue 1,   Pages 105-113 doi: 10.1007/s11708-016-0393-y

Abstract: This paper proposes the day-ahead electricity price forecasting using the artificial neural networks(ANN) and weighted least square (WLS) technique in the restructured electricity markets.Forecasting the hourly locational marginal prices (LMP) in the electricity markets is a very importantThe novel approach proposed in this paper for forecasting the electricity prices uses WLS technique andprice forecasting, the market knowledge is utilized to optimize the selection of input data for the electricity

Keywords： day-ahead electricity markets     price forecasting     load forecasting     artificial neural networks     load serving    

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Nodal, zonal, or uniform electricity pricing: how to deal with network congestion

Martin WEIBELZAHL

Frontiers in Energy 2017, Volume 11, Issue 2,   Pages 210-232 doi: 10.1007/s11708-017-0460-z

Abstract: In this paper, the main contributions to congestion management and electricity pricing, i.e., nodal,zonal, and uniform electricity pricing, are surveyed.The key electricity market concepts are structured and a formal model framework is proposed for electricityand consumption in the context of limited transmission networks and competitive, welfare maximizing electricitymarkets.

Keywords： nodal pricing     zonal pricing     uniform pricing     competitive electricity markets     welfare maximization     redispatch    

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Reactive power deployment and cost benefit analysis in DNO operated distribution electricity markets

Atma Ram GUPTA,Ashwani KUMAR

Frontiers in Energy 2019, Volume 13, Issue 1,   Pages 86-98 doi: 10.1007/s11708-017-0456-8

Abstract: The aim of this paper is to analyze unbalanced radial distribution systems (UBRDS) with the distribution static compensator (D-STATCOM). The main objectives of this paper are D-STATCOM allocation in UBRDS with an objective of providing reactive power support to enhance voltage profile and reduce line losses of the distribution network, determination of optimal D-STATCOM rating subjected to minimization of total cost, and impact of D-STATCOM placement on improving power factor and savings in cost of energy loss. The analysis is conducted on a large industrial load model with light, medium and high loading scenarios. Further, the impact of load growth is also considered for better planning of the power distribution system. The results are obtained on standard 25-bus UBRDS to check the feasibility of the proposed methodology.

Keywords： unbalanced distribution system     D-STATCOM     voltage sensitivity index     load models     load growth     distribution network operator (DNO)    

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Propensity score-matched study and meta-analysis of cumulative outcomes of day 2/3 versus day 5/6 embryo

Ye Yin, Ge Chen, Kezhen Li, Qiuyue Liao, Sijia Zhang, Nieying Ma, Jing Chen, Yan Zhang, Jihui Ai

Frontiers of Medicine 2017, Volume 11, Issue 4,   Pages 563-569 doi: 10.1007/s11684-017-0535-6

Abstract:

The superiority of the cumulative outcomes of day 5/6 embryo transfer to those of day 2/3 embryo transfer5/6 group woman was matched to one day 2/3 group woman.After matching was completed, 217 patients on the day 2/3 group were matched with those on the day 5/than those in the day 2/3 group.than day 2/3 embryo transfer to produce a live baby.

Keywords： blastocyst     embryo transfer     cumulative pregnancy rate     cumulative live birth rate     IVF    

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Agent-Based Simulation for Interconnection-Scale Renewable Integration and Demand Response Studies Artical

David P. Chassin,Sahand Behboodi,Curran Crawford,Ned Djilali

Engineering 2015, Volume 1, Issue 4,   Pages 422-435 doi: 10.15302/J-ENG-2015109

Abstract: with system parameters that are typical for an interconnection approximately the size of the Western Electricity

Keywords： interconnection studies     demand response     load control     renewable integration     agent-based simulation     electricitymarkets    

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A hybrid fuel cell for water purification and simultaneously electricity generation

Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 1, doi: 10.1007/s11783-023-1611-6

Abstract:

● A novel hybrid fuel cell (F-HFC) was fabricated.

Keywords： Flow-through field     Hybrid fuel cell     Polyoxometalates     Water purification     Electricity generation    

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Low-carbon technology calls for comprehensive electricity-market redesign

Yang YU

Frontiers of Engineering Management 2019, Volume 6, Issue 1,   Pages 128-130 doi: 10.1007/s42524-019-0020-9

Abstract:

The energy transition also calls for electricity- market redesign.Low-carbon technologies will fundamentally reshape the electricity sector.The electricity generation and demand will be significantly unpredictable and uncontrollable thus requireThe higher difficulty induced by the green-technology penetration expose the electricity-market to aThus, the future low-carbon electricity-market and associated regulation scheme require a comprehensive

Keywords： low-carbon technology     electricity-system operation     market design    

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Modeling the impact of uncertainty in emissions trading markets with bankable permits

Yongliang ZHANG, Bing ZHANG, Jun BI, Pan HE

Frontiers of Environmental Science & Engineering 2013, Volume 7, Issue 2,   Pages 231-241 doi: 10.1007/s11783-012-0431-x

Abstract: The various forms of uncertainty that firms may face in bankable emission permit trading markets willdynamic programming setting, the permit price is a convex function of stochastic prices of coal and electricitylow-side and high-side, are suggested to reduce the impact of uncertainty in bankable emission trading markets

Keywords： uncertainty     bankable     emission trading     market performance    

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Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem

Yan-min QIAN, Chao WENG, Xuan-kai CHANG, Shuai WANG, Dong YU

Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 4, doi: 10.1631/FITEE.17e0814

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Ahead geological forecasting technology of Bieyancao Tunnel on Yichang-Wanzhou Railway

Ren Shaoqiang

Strategic Study of CAE 2010, Volume 12, Issue 8,   Pages 99-106

Abstract: The article introduced that with the help of comprehensive ahead geological forecasting ,this tunnel

Keywords： risky tunnel     Karst cave     underground river     comprehensive ahead geological forecasting    

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An optimized solar-air degree-day method to evaluate energy demand for poultry buildings in different

Yang WANG, Baoming LI

Frontiers of Agricultural Science and Engineering 2020, Volume 7, Issue 4,   Pages 478-489 doi: 10.15302/J-FASE-2019289

Abstract:

The degree-day method is widely used to determine energy consumption but cannot be directly appliedThis study was designed to optimize the degree-day calculation and proposes a solar-air degree-day methodIn this paper, the solar-air degree-day method was proposed, which considers the effects of solar radiationclimates were compared by DeST (Designer’s Simulation Toolkit) simulation and the solar-air degree-dayThe accuracy of calculating energy requirements was improved by the solar-air degree-day method in the

Keywords： base temperature     energy consumption     solar radiation     orientation     surface color    

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Relationship between electricity consumption and economic growth of Guangdong Province in China

Lianhong LV, Hong LUO, Baoliu ZHANG

Frontiers in Energy 2012, Volume 6, Issue 4,   Pages 351-355 doi: 10.1007/s11708-012-0209-7

Abstract: Guangdong is a province with the most electricity consumption (EC) and the fastest economic growth inHowever, there has long been a contradiction between electricity supply and demand in Guangdong and this

Keywords： co-integration     granger causality     electricity consumption (EC)     economic growth    

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Instrument Industry Needs to Develop Ahead of Time

Strategic Study of CAE 2002, Volume 4, Issue 10,   Pages 94-94

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An approach to locational marginal price based zonal congestion management in deregulated electricity

Md SARWAR,Anwar Shahzad SIDDIQUI

Frontiers in Energy 2016, Volume 10, Issue 2,   Pages 240-248 doi: 10.1007/s11708-016-0404-z

Abstract: Congestion occurs in deregulated electricity market when transmission capacity is not sufficient to simultaneouslycongestion, a locational marginal price (LMP) based zonal congestion management approach in a deregulated electricitymeasure of the degree of congestion, therefore, it is efficiently and reliably used in deregulated electricity

Keywords： locational marginal price (LMP)     distributed generation     pool market     deregulated electricity market     congestion    

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Decomposition and decoupling analysis of electricity consumption carbon emissions in China

Frontiers of Engineering Management   Pages 486-498 doi: 10.1007/s42524-022-0215-3

Abstract: Electricity consumption is one of the major contributors to greenhouse gas emissions.Divisia index method to quantify six effects (emission intensity, power generation structure, consumption electricitypopulation structure, and population scale) and comprehensively reflect the degree of dependence of electricityresults of this study provide a new perspective to understand carbon emission reduction potentials in the electricity

Keywords： electricity consumption carbon emission measurement     LMDI model     decoupling model     data driven    

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Title Author Date Type Operation

Day-ahead electricity price forecasting using back propagation neural networks and weighted least square

S. Surender REDDY,Chan-Mook JUNG,Ko Jun SEOG

Journal Article

Nodal, zonal, or uniform electricity pricing: how to deal with network congestion

Martin WEIBELZAHL

Journal Article

Reactive power deployment and cost benefit analysis in DNO operated distribution electricity markets

Atma Ram GUPTA,Ashwani KUMAR

Journal Article

Propensity score-matched study and meta-analysis of cumulative outcomes of day 2/3 versus day 5/6 embryo

Ye Yin, Ge Chen, Kezhen Li, Qiuyue Liao, Sijia Zhang, Nieying Ma, Jing Chen, Yan Zhang, Jihui Ai

Journal Article

Agent-Based Simulation for Interconnection-Scale Renewable Integration and Demand Response Studies

David P. Chassin,Sahand Behboodi,Curran Crawford,Ned Djilali

Journal Article

A hybrid fuel cell for water purification and simultaneously electricity generation

Journal Article

Low-carbon technology calls for comprehensive electricity-market redesign

Yang YU

Journal Article

Modeling the impact of uncertainty in emissions trading markets with bankable permits

Yongliang ZHANG, Bing ZHANG, Jun BI, Pan HE

Journal Article

Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem

Yan-min QIAN, Chao WENG, Xuan-kai CHANG, Shuai WANG, Dong YU

Journal Article

Ahead geological forecasting technology of Bieyancao Tunnel on Yichang-Wanzhou Railway

Ren Shaoqiang

Journal Article

An optimized solar-air degree-day method to evaluate energy demand for poultry buildings in different

Yang WANG, Baoming LI

Journal Article

Relationship between electricity consumption and economic growth of Guangdong Province in China

Lianhong LV, Hong LUO, Baoliu ZHANG

Journal Article

Instrument Industry Needs to Develop Ahead of Time

Journal Article

An approach to locational marginal price based zonal congestion management in deregulated electricity

Md SARWAR,Anwar Shahzad SIDDIQUI

Journal Article

Decomposition and decoupling analysis of electricity consumption carbon emissions in China

Journal Article