Title :
Fuzzy control design for thermostatically controlled loads considering consumers´ thermal comfort
Author :
Rongxiang Zhang ; Xiaodong Chu ; Wen Zhang ; Yutian Liu ; Yuanhong Hou
Author_Institution :
Key Lab. of Power Syst. Intell. Dispatch & Control of Minist. of Educ., Shandong Univ., Jinan, China
Abstract :
In this paper, a decentralized load control scheme for power system frequency regulation is proposed. This scheme is on the use of thermal energy storage capacity in thermostatically controlled loads (TCLs) considering consumers´ thermal comfort. A fuzzy algorithm is applied to the evaluation of consumers´ comfort level, in which temperature and relative humidity of the conditioned space are involved. The fuzzy rule is embedded into the frequency control loop of TCLs. The mismatch between generation and load is represented by the system frequency deviation that is measured locally. For the aggregation of decentralized loads response, Monte-Carlo sampling is conducted to address the randomness of model parameters. Case studies show that the proposed scheme can mitigate frequency deviation caused by generation-load imbalance. The frequency can be also restored to a reasonable level within a short time without compromising consumers´ comfort.
Keywords :
control system synthesis; fuzzy control; power system control; thermal variables control; Monte Carlo sampling; TCL; conditioned space; consumer comfort level; consumer thermal comfort; decentralized load control scheme; frequency control loop; fuzzy algorithm; fuzzy control design; fuzzy rule; generation load imbalance; power system frequency regulation; system frequency deviation; thermal energy storage capacity; thermostatically controlled loads; Atmospheric modeling; Frequency control; Load flow control; Power systems; Temperature; Temperature measurement; Thermal loading; consumers´ comfort; frequency regulation; fuzzy algorithm; power system; thermostatically controlled load;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2014 11th International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4799-5147-5
DOI :
10.1109/FSKD.2014.6980826