000 | 03685nam a22005535i 4500 | ||
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001 | 978-3-658-08669-5 | ||
003 | DE-He213 | ||
005 | 20210517160342.0 | ||
007 | cr nn 008mamaa | ||
008 | 150120s2015 gw | s |||| 0|eng d | ||
020 |
_a9783658086695 _9978-3-658-08669-5 |
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024 | 7 |
_a10.1007/978-3-658-08669-5 _2doi |
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_a333.79 _223 |
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_aBerk, Kevin. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _925175 |
|
245 | 1 | 0 |
_aModeling and Forecasting Electricity Demand _h[electronic resource] : _bA Risk Management Perspective / _cby Kevin Berk. |
250 | _a1st ed. 2015. | ||
264 | 1 |
_aWiesbaden : _bSpringer Fachmedien Wiesbaden : _bImprint: Springer Spektrum, _c2015. |
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300 |
_aXVI, 115 p. 39 illus. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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490 | 1 |
_aBestMasters, _x2625-3577 |
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505 | 0 | _aElectricity Market -- Energy Economy in Enterprises -- Time Series Analysis -- A one Factor Model for medium-term Load Forecasting -- Retail Contract Evaluation and Pricing -- MATLAB Implementation. | |
520 | _aThe master thesis of Kevin Berk develops a stochastic model for the electricity demand of small and medium-sized companies that is flexible enough so that it can be used for various business sectors. The model incorporates the grid load as an exogenous factor and seasonalities on a daily, weekly and yearly basis. It is demonstrated how the model can be used e.g. for estimating the risk of retail contracts. The uncertainty of electricity demand is an important risk factor for customers as well as for utilities and retailers. As a consequence, forecasting electricity load and its risk is now an integral component of the risk management for all market participants. Contents Electricity Market Energy Economy in Enterprises Time Series Analysis A one Factor Model for medium-term Load Forecasting Retail Contract Evaluation and Pricing MATLAB Implementation Target Groups Researchers and students in energy economics or mathematics and statistics with a focus on applications in energy markets Professionals in electricity utilities, energy vendors, risk management The Author Kevin Berk is a Ph.D. student at the Mathematics Department of the University Siegen, Germany. His major research focus is risk management and time series models with applications in energy markets. | ||
650 | 0 |
_aEnergy policy. _925176 |
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650 | 0 |
_aEnergy and state. _925177 |
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650 | 0 |
_aProbabilities. _925178 |
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650 | 0 |
_aEnergy efficiency. _925179 |
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650 | 1 | 4 |
_aEnergy Policy, Economics and Management. _0https://scigraph.springernature.com/ontologies/product-market-codes/112000 _925180 |
650 | 2 | 4 |
_aProbability Theory and Stochastic Processes. _0https://scigraph.springernature.com/ontologies/product-market-codes/M27004 _925181 |
650 | 2 | 4 |
_aEnergy Efficiency. _0https://scigraph.springernature.com/ontologies/product-market-codes/118000 _925182 |
710 | 2 |
_aSpringerLink (Online service) _925183 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783658086701 |
776 | 0 | 8 |
_iPrinted edition: _z9783658086688 |
830 | 0 |
_aBestMasters, _x2625-3577 _925184 |
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856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-658-08669-5 |
912 | _aZDB-2-BHS | ||
912 | _aZDB-2-SXBP | ||
999 |
_c181964 _d181964 |