Electrical load forecasting: modeling and model construction
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Burlington, MA
Butterworth-Heinemann
©2010
|
| Subjects: | |
| Online Access: | Volltext |
| Item Description: | Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of Electrical Load Forecasting models. Written by one of the world's foremost experts on the subject, Short and Long Term Electrical Load Forecasting provides a brief discussion of algorithms, there advantages and disadvantages and when they are best utilized. Supported by an online computer program, this book online arrangement allows readers construct, validate, and run short and long term models. The book begins with a brief discussion algorithm, there advantages and disadvantages and when they are best utilized. This is followed by a clear and rigorous exposition of the statistical techniques and algorithms such as regression, neural networks, fuzzy logic, and expert systems. In this book, readers find reliable and easy-to-use techniques designed to improve their forecasting techniques and construct more accurate models. The book begins with a good description of the basic theory and models needed to truly understand how the models are prepared so that they are not just blindly plugging and chugging numbers. Step-by-step guide to model construction Construct, verify, and run short and long term models Accurately evaluate load shape and pricing Creat regional specific electrical load models Includes bibliographical references and index |
| Physical Description: | 1 Online-Ressource (xix, 414 pages) |
| ISBN: | 9780123815439 0123815436 9780123815446 0123815444 |
Staff View
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV042314423 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 150129s2010 |||| o||u| ||||||eng d | ||
| 020 | |a 9780123815439 |9 978-0-12-381543-9 | ||
| 020 | |a 0123815436 |9 0-12-381543-6 | ||
| 020 | |a 9780123815446 |c electronic bk. |9 978-0-12-381544-6 | ||
| 020 | |a 0123815444 |c electronic bk. |9 0-12-381544-4 | ||
| 035 | |a (OCoLC)643053601 | ||
| 035 | |a (DE-599)BVBBV042314423 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-1046 | ||
| 082 | 0 | |a 333.793/213015195 |2 22 | |
| 100 | 1 | |a Soliman, S. A. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Electrical load forecasting |b modeling and model construction |c Soliman Abdel-hady Soliman, Ahmad M. Al-Kandari |
| 264 | 1 | |a Burlington, MA |b Butterworth-Heinemann |c ©2010 | |
| 300 | |a 1 Online-Ressource (xix, 414 pages) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 500 | |a Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of Electrical Load Forecasting models. Written by one of the world's foremost experts on the subject, Short and Long Term Electrical Load Forecasting provides a brief discussion of algorithms, there advantages and disadvantages and when they are best utilized. Supported by an online computer program, this book online arrangement allows readers construct, validate, and run short and long term models. The book begins with a brief discussion algorithm, there advantages and disadvantages and when they are best utilized. This is followed by a clear and rigorous exposition of the statistical techniques and algorithms such as regression, neural networks, fuzzy logic, and expert systems. In this book, readers find reliable and easy-to-use techniques designed to improve their forecasting techniques and construct more accurate models. The book begins with a good description of the basic theory and models needed to truly understand how the models are prepared so that they are not just blindly plugging and chugging numbers. Step-by-step guide to model construction Construct, verify, and run short and long term models Accurately evaluate load shape and pricing Creat regional specific electrical load models | ||
| 500 | |a Includes bibliographical references and index | ||
| 650 | 4 | |a Electric power consumption | |
| 650 | 4 | |a Electric power systems | |
| 650 | 4 | |a Electric power-plants | |
| 650 | 4 | |a Forecasting | |
| 650 | 4 | |a Load | |
| 650 | 4 | |a Mathematical models | |
| 650 | 4 | |a Mathematics | |
| 650 | 4 | |a Engineering | |
| 650 | 4 | |a Electrical engineering | |
| 650 | 4 | |a Environmental Studies | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING / Power Resources / Electrical |2 bisacsh | |
| 650 | 4 | |a Ingenieurwissenschaften | |
| 650 | 4 | |a Mathematik | |
| 650 | 4 | |a Mathematisches Modell | |
| 650 | 4 | |a Electric power-plants |x Load |x Forecasting |x Mathematics | |
| 650 | 4 | |a Electric power systems |x Mathematical models | |
| 650 | 4 | |a Electric power consumption |x Forecasting |x Mathematics | |
| 650 | 0 | 7 | |a Elektrisches Energiesystem |0 (DE-588)4134933-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Modellierung |0 (DE-588)4170297-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Belastbarkeit |0 (DE-588)4125192-1 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Elektrisches Energiesystem |0 (DE-588)4134933-7 |D s |
| 689 | 0 | 1 | |a Belastbarkeit |0 (DE-588)4125192-1 |D s |
| 689 | 0 | 2 | |a Modellierung |0 (DE-588)4170297-9 |D s |
| 689 | 0 | |8 1\p |5 DE-604 | |
| 700 | 1 | |a Alkandari, Ahmad M. |e Sonstige |4 oth | |
| 856 | 4 | 0 | |u http://www.sciencedirect.com/science/book/9780123815439 |x Verlag |3 Volltext |
| 912 | |a ZDB-33-ESD |a ZDB-33-EBS | ||
| 940 | 1 | |q FAW_PDA_ESD | |
| 940 | 1 | |q FLA_PDA_ESD | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-027751414 | ||
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
Record in the Search Index
| _version_ | 1804152907560386560 |
|---|---|
| any_adam_object | |
| author | Soliman, S. A. |
| author_facet | Soliman, S. A. |
| author_role | aut |
| author_sort | Soliman, S. A. |
| author_variant | s a s sa sas |
| building | Verbundindex |
| bvnumber | BV042314423 |
| collection | ZDB-33-ESD ZDB-33-EBS |
| ctrlnum | (OCoLC)643053601 (DE-599)BVBBV042314423 |
| dewey-full | 333.793/213015195 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 333 - Economics of land and energy |
| dewey-raw | 333.793/213015195 |
| dewey-search | 333.793/213015195 |
| dewey-sort | 3333.793 9213015195 |
| dewey-tens | 330 - Economics |
| discipline | Wirtschaftswissenschaften |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03846nmm a2200685zc 4500</leader><controlfield tag="001">BV042314423</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">150129s2010 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780123815439</subfield><subfield code="9">978-0-12-381543-9</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0123815436</subfield><subfield code="9">0-12-381543-6</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780123815446</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-0-12-381544-6</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0123815444</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">0-12-381544-4</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)643053601</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV042314423</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-1046</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">333.793/213015195</subfield><subfield code="2">22</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Soliman, S. A.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Electrical load forecasting</subfield><subfield code="b">modeling and model construction</subfield><subfield code="c">Soliman Abdel-hady Soliman, Ahmad M. Al-Kandari</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Burlington, MA</subfield><subfield code="b">Butterworth-Heinemann</subfield><subfield code="c">©2010</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xix, 414 pages)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of Electrical Load Forecasting models. Written by one of the world's foremost experts on the subject, Short and Long Term Electrical Load Forecasting provides a brief discussion of algorithms, there advantages and disadvantages and when they are best utilized. Supported by an online computer program, this book online arrangement allows readers construct, validate, and run short and long term models. The book begins with a brief discussion algorithm, there advantages and disadvantages and when they are best utilized. This is followed by a clear and rigorous exposition of the statistical techniques and algorithms such as regression, neural networks, fuzzy logic, and expert systems. In this book, readers find reliable and easy-to-use techniques designed to improve their forecasting techniques and construct more accurate models. The book begins with a good description of the basic theory and models needed to truly understand how the models are prepared so that they are not just blindly plugging and chugging numbers. Step-by-step guide to model construction Construct, verify, and run short and long term models Accurately evaluate load shape and pricing Creat regional specific electrical load models</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Electric power consumption</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Electric power systems</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Electric power-plants</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Forecasting</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Load</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematical models</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Engineering</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Electrical engineering</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Environmental Studies</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">TECHNOLOGY & ENGINEERING / Power Resources / Electrical</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Ingenieurwissenschaften</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematik</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematisches Modell</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Electric power-plants</subfield><subfield code="x">Load</subfield><subfield code="x">Forecasting</subfield><subfield code="x">Mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Electric power systems</subfield><subfield code="x">Mathematical models</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Electric power consumption</subfield><subfield code="x">Forecasting</subfield><subfield code="x">Mathematics</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Elektrisches Energiesystem</subfield><subfield code="0">(DE-588)4134933-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Modellierung</subfield><subfield code="0">(DE-588)4170297-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Belastbarkeit</subfield><subfield code="0">(DE-588)4125192-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Elektrisches Energiesystem</subfield><subfield code="0">(DE-588)4134933-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Belastbarkeit</subfield><subfield code="0">(DE-588)4125192-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Modellierung</subfield><subfield code="0">(DE-588)4170297-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Alkandari, Ahmad M.</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://www.sciencedirect.com/science/book/9780123815439</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-33-ESD</subfield><subfield code="a">ZDB-33-EBS</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">FAW_PDA_ESD</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">FLA_PDA_ESD</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027751414</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield></record></collection> |
| id | DE-604.BV042314423 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:18:10Z |
| institution | BVB |
| isbn | 9780123815439 0123815436 9780123815446 0123815444 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027751414 |
| oclc_num | 643053601 |
| open_access_boolean | |
| owner | DE-1046 |
| owner_facet | DE-1046 |
| physical | 1 Online-Ressource (xix, 414 pages) |
| psigel | ZDB-33-ESD ZDB-33-EBS FAW_PDA_ESD FLA_PDA_ESD |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Butterworth-Heinemann |
| record_format | marc |
| spelling | Soliman, S. A. Verfasser aut Electrical load forecasting modeling and model construction Soliman Abdel-hady Soliman, Ahmad M. Al-Kandari Burlington, MA Butterworth-Heinemann ©2010 1 Online-Ressource (xix, 414 pages) txt rdacontent c rdamedia cr rdacarrier Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of Electrical Load Forecasting models. Written by one of the world's foremost experts on the subject, Short and Long Term Electrical Load Forecasting provides a brief discussion of algorithms, there advantages and disadvantages and when they are best utilized. Supported by an online computer program, this book online arrangement allows readers construct, validate, and run short and long term models. The book begins with a brief discussion algorithm, there advantages and disadvantages and when they are best utilized. This is followed by a clear and rigorous exposition of the statistical techniques and algorithms such as regression, neural networks, fuzzy logic, and expert systems. In this book, readers find reliable and easy-to-use techniques designed to improve their forecasting techniques and construct more accurate models. The book begins with a good description of the basic theory and models needed to truly understand how the models are prepared so that they are not just blindly plugging and chugging numbers. Step-by-step guide to model construction Construct, verify, and run short and long term models Accurately evaluate load shape and pricing Creat regional specific electrical load models Includes bibliographical references and index Electric power consumption Electric power systems Electric power-plants Forecasting Load Mathematical models Mathematics Engineering Electrical engineering Environmental Studies TECHNOLOGY & ENGINEERING / Power Resources / Electrical bisacsh Ingenieurwissenschaften Mathematik Mathematisches Modell Electric power-plants Load Forecasting Mathematics Electric power systems Mathematical models Electric power consumption Forecasting Mathematics Elektrisches Energiesystem (DE-588)4134933-7 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Belastbarkeit (DE-588)4125192-1 gnd rswk-swf Elektrisches Energiesystem (DE-588)4134933-7 s Belastbarkeit (DE-588)4125192-1 s Modellierung (DE-588)4170297-9 s 1\p DE-604 Alkandari, Ahmad M. Sonstige oth http://www.sciencedirect.com/science/book/9780123815439 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Soliman, S. A. Electrical load forecasting modeling and model construction Electric power consumption Electric power systems Electric power-plants Forecasting Load Mathematical models Mathematics Engineering Electrical engineering Environmental Studies TECHNOLOGY & ENGINEERING / Power Resources / Electrical bisacsh Ingenieurwissenschaften Mathematik Mathematisches Modell Electric power-plants Load Forecasting Mathematics Electric power systems Mathematical models Electric power consumption Forecasting Mathematics Elektrisches Energiesystem (DE-588)4134933-7 gnd Modellierung (DE-588)4170297-9 gnd Belastbarkeit (DE-588)4125192-1 gnd |
| subject_GND | (DE-588)4134933-7 (DE-588)4170297-9 (DE-588)4125192-1 |
| title | Electrical load forecasting modeling and model construction |
| title_auth | Electrical load forecasting modeling and model construction |
| title_exact_search | Electrical load forecasting modeling and model construction |
| title_full | Electrical load forecasting modeling and model construction Soliman Abdel-hady Soliman, Ahmad M. Al-Kandari |
| title_fullStr | Electrical load forecasting modeling and model construction Soliman Abdel-hady Soliman, Ahmad M. Al-Kandari |
| title_full_unstemmed | Electrical load forecasting modeling and model construction Soliman Abdel-hady Soliman, Ahmad M. Al-Kandari |
| title_short | Electrical load forecasting |
| title_sort | electrical load forecasting modeling and model construction |
| title_sub | modeling and model construction |
| topic | Electric power consumption Electric power systems Electric power-plants Forecasting Load Mathematical models Mathematics Engineering Electrical engineering Environmental Studies TECHNOLOGY & ENGINEERING / Power Resources / Electrical bisacsh Ingenieurwissenschaften Mathematik Mathematisches Modell Electric power-plants Load Forecasting Mathematics Electric power systems Mathematical models Electric power consumption Forecasting Mathematics Elektrisches Energiesystem (DE-588)4134933-7 gnd Modellierung (DE-588)4170297-9 gnd Belastbarkeit (DE-588)4125192-1 gnd |
| topic_facet | Electric power consumption Electric power systems Electric power-plants Forecasting Load Mathematical models Mathematics Engineering Electrical engineering Environmental Studies TECHNOLOGY & ENGINEERING / Power Resources / Electrical Ingenieurwissenschaften Mathematik Mathematisches Modell Electric power-plants Load Forecasting Mathematics Electric power systems Mathematical models Electric power consumption Forecasting Mathematics Elektrisches Energiesystem Modellierung Belastbarkeit |
| url | http://www.sciencedirect.com/science/book/9780123815439 |
| work_keys_str_mv | AT solimansa electricalloadforecastingmodelingandmodelconstruction AT alkandariahmadm electricalloadforecastingmodelingandmodelconstruction |