Impacts of integration of wind generation on regulation and load following requirements of California power systems
This paper describes a methodology to evaluate the amount of required regulation and load following capability to maintain reliability in the CAISO Control Area. The methodology is based on a mathematical model of the CAISOpsilas actual scheduling, real-time dispatch and regulation processes. The fo...
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| creator | Makarov, Y.V. Loutan, C. Jian Ma de Mello, P. Shuai Lu |
| description | This paper describes a methodology to evaluate the amount of required regulation and load following capability to maintain reliability in the CAISO Control Area. The methodology is based on a mathematical model of the CAISOpsilas actual scheduling, real-time dispatch and regulation processes. The forecast load and wind power are stochastic quantities, represented by two series of minute by minute values: the load/wind-power average value and its standard deviation magnitude. The hour-ahead wind generation forecast was assumed to be a part of the future CAISO/scheduling coordinator (SC) scheduling system. CAISO actual 2006 data and simulated 2010 data are analyzed by season. Load following and regulation requirements, including the capacity, ramping, and duration requirements by operating hour within a season of 2006 and 2010 were analyzed simultaneously. |
| doi_str_mv | 10.1109/EEM.2008.4579027 |
| format | Conference Proceeding |
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Load following and regulation requirements, including the capacity, ramping, and duration requirements by operating hour within a season of 2006 and 2010 were analyzed simultaneously.</description><subject>capacity</subject><subject>load following</subject><subject>load forecast</subject><subject>Load forecasting</subject><subject>Maintenance</subject><subject>Mathematical model</subject><subject>Power generation</subject><subject>Power system modeling</subject><subject>Power system reliability</subject><subject>Power systems</subject><subject>ramp rates</subject><subject>real-time dispatch</subject><subject>regulation</subject><subject>scheduling</subject><subject>Wind energy generation</subject><subject>Wind forecasting</subject><subject>wind generation forecast</subject><subject>Wind power</subject><subject>Wind power generation</subject><issn>2165-4077</issn><isbn>1424417430</isbn><isbn>9781424417438</isbn><isbn>9781424417445</isbn><isbn>1424417449</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2008</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNo1kE9rAjEUxFNaoWq9F3rZL7A2_9YkxyLWCpZevMuL-7IEdhO7WRG_fVPU02Pe_GYOQ8gro3PGqHlfrb7nnFI9l5UylKsHMjNKM8mlZErK6pFM7kLQJzLmbFGVkio1IpOcy5mFYfqZzFLylkomMq3omKRNd4TDkIroCh8GbHoYfAz_8uxDXTQY8P4KRY_Nqb0qyGYboS5cbNuY2Sa7vyffY4fh2reE1rvYBw_FMZ6xL9IlDdilFzJy0Cac3e6U7D5Xu-VXuf1Zb5Yf29IbOpRcMmYUP6garHUOLMLBUuaYllqiQYtmQSsNmClnhLQOsAZhBVDNKyHElLxdaz0i7o-976C_7G_7iT-_oWLD</recordid><startdate>200805</startdate><enddate>200805</enddate><creator>Makarov, Y.V.</creator><creator>Loutan, C.</creator><creator>Jian Ma</creator><creator>de Mello, P.</creator><creator>Shuai Lu</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200805</creationdate><title>Impacts of integration of wind generation on regulation and load following requirements of California power systems</title><author>Makarov, Y.V. ; Loutan, C. ; Jian Ma ; de Mello, P. ; Shuai Lu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-2411972c7dabbffabeacb01f18484e9ebe96058ae197f934bfaeda3b3a0825333</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2008</creationdate><topic>capacity</topic><topic>load following</topic><topic>load forecast</topic><topic>Load forecasting</topic><topic>Maintenance</topic><topic>Mathematical model</topic><topic>Power generation</topic><topic>Power system modeling</topic><topic>Power system reliability</topic><topic>Power systems</topic><topic>ramp rates</topic><topic>real-time dispatch</topic><topic>regulation</topic><topic>scheduling</topic><topic>Wind energy generation</topic><topic>Wind forecasting</topic><topic>wind generation forecast</topic><topic>Wind power</topic><topic>Wind power generation</topic><toplevel>online_resources</toplevel><creatorcontrib>Makarov, Y.V.</creatorcontrib><creatorcontrib>Loutan, C.</creatorcontrib><creatorcontrib>Jian Ma</creatorcontrib><creatorcontrib>de Mello, P.</creatorcontrib><creatorcontrib>Shuai Lu</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Makarov, Y.V.</au><au>Loutan, C.</au><au>Jian Ma</au><au>de Mello, P.</au><au>Shuai Lu</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Impacts of integration of wind generation on regulation and load following requirements of California power systems</atitle><btitle>2008 5th International Conference on the European Electricity Market</btitle><stitle>EEM</stitle><date>2008-05</date><risdate>2008</risdate><spage>1</spage><epage>6</epage><pages>1-6</pages><issn>2165-4077</issn><isbn>1424417430</isbn><isbn>9781424417438</isbn><eisbn>9781424417445</eisbn><eisbn>1424417449</eisbn><abstract>This paper describes a methodology to evaluate the amount of required regulation and load following capability to maintain reliability in the CAISO Control Area. The methodology is based on a mathematical model of the CAISOpsilas actual scheduling, real-time dispatch and regulation processes. The forecast load and wind power are stochastic quantities, represented by two series of minute by minute values: the load/wind-power average value and its standard deviation magnitude. The hour-ahead wind generation forecast was assumed to be a part of the future CAISO/scheduling coordinator (SC) scheduling system. CAISO actual 2006 data and simulated 2010 data are analyzed by season. Load following and regulation requirements, including the capacity, ramping, and duration requirements by operating hour within a season of 2006 and 2010 were analyzed simultaneously.</abstract><pub>IEEE</pub><doi>10.1109/EEM.2008.4579027</doi><tpages>6</tpages></addata></record> |
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| identifier | ISSN: 2165-4077 |
| ispartof | 2008 5th International Conference on the European Electricity Market, 2008, p.1-6 |
| issn | 2165-4077 |
| language | eng |
| recordid | cdi_ieee_primary_4579027 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | capacity load following load forecast Load forecasting Maintenance Mathematical model Power generation Power system modeling Power system reliability Power systems ramp rates real-time dispatch regulation scheduling Wind energy generation Wind forecasting wind generation forecast Wind power Wind power generation |
| title | Impacts of integration of wind generation on regulation and load following requirements of California power systems |
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