Demand Side Management for Thermally Activated Building Systems Based on Multiple Linear Regression-中国期刊网

摘要 Thebuildingsectoranditsheatingandcoolingrepresentoneofthemajorconsumerofenergyworldwide.Simultaneously,theshareoffluctuatinggenerationofrenewableenergiesintheenergymixincreases.Thereforestorageanddemandsidemanagementtechnologiesarerequired.Thenewadaptiveandpredictivecontrolalgorithmforthermallyactivatedbuildingsystems(TABS)basedonmultiplelinearregression(AMLR)presentedinthispaperenablestheapplicationofdemandsidemanagement(DSM)strategies.Basedonsimulations,differentstrategieshavebeencomparedwitheachother.ByapplyingtheAMLRalgorithm,electricityenergycostsavingsof38%couldbeachievedcomparedtotheconventionalcontrolstrategyforTABS,whileincreasingthethermalcomfort.Atthesametime,thermalenergydemandcanbereducedintherangebetween4%to8%,andpumpoperationtimefrom86%to89%.

1韦来生. EMPIRICAL BAYES TEST OF REGRESSION COEFFICIENT IN A MULTIPLE LINEAR REGRESSION MODEL.基础数学,1990-03.
2. Demand side management-present and future development.电机,1998-02.
3ZhenfuBI FushengWANG. Stabilization of multiple independent linear systems with control networks.控制理论与控制工程,2004-03.
4Dai;Hua(戴华). BLOCK BIDIAGONALIZATION METHODS FOR MULTIPLE NONSYMMETRIC LINEAR SYSTEMS.基础数学,2001-02.
5Zhang Shunpu (1) (2) ; Wei Laisheng (1) (2). THE　ASYMPTOTICALLY　OPTIMAL　EMPIRICAL　BAYES　ESTIMATION　IN　MULTIPLE　LINEAR　REGRESSION　MODEL.基础数学,1994-03.
6柯宗建;董文杰;张培群;王瑾;赵天保. An Analysis of the Difference between the Multiple Linear Regression Approach and the Multimodel Ensemble Mean.大气科学及气象学,2009-06.
7王志强. MULTIPLE PERIODIC SOLUTIONS OF ASYMPTOTICALLY LINEAR NONAUTONOMOUS HAMILTONIAN SYSTEMS.基础数学,1990-04.
8DejinWANG. Delay-dependent observer-based stabilizing controller design for linear multiple state-delayed systems.控制理论与控制工程,2003-01.
9ShunxiangWu;MaoqingLi;ZhiweiNi;SifengLiu;JiandeGu. Building up a Knowledge-based System forAgricultural Management.系统科学,2004-01.
10王在华;胡海岩. STABILITY OF LINEAR TIME VARIANT DYNAMIC SYSTEMS WITH MULTIPLE TIME DELAYS.力学,1998-03.

Demand Side Management for Thermally Activated Building Systems Based on Multiple Linear Regression

来源期刊

相关推荐

同分类资源更多

相关关键词

Demand Side Management for Thermally Activated Building Systems Based on Multiple Linear Regression

来源期刊

相关推荐

同分类资源 更多

相关关键词

同分类资源更多