scholarly journals Chance Constrained Programming and Its Applications to Energy Management

10.5772/15438 ◽  
2011 ◽  
Author(s):  
Wim van ◽  
Riadh Zorgati ◽  
Ren Henrion ◽  
Andris Mller
Keyword(s):  
Energy Management ◽  
Chance Constrained Programming ◽  
Constrained Programming

scholarly journals Research on Home Energy Management Method for Demand Response Based on Chance-Constrained Programming

Energies ◽  
2020 ◽  
Vol 13 (11) ◽  
pp. 2790
Author(s):  
Xiangyu Kong ◽  
Siqiong Zhang ◽  
Bowei Sun ◽  
Qun Yang ◽  
Shupeng Li ◽  
...  
Keyword(s):  
Energy Management ◽  
Demand Response ◽  
Programming Model ◽  
Random Variables ◽  
Electrical Equipment ◽  
Smart Devices ◽  
Chance Constrained Programming ◽  
Home Energy Management ◽  
Management Method ◽  
Constrained Programming

With the development of smart devices and information technology, it is possible for users to optimize their usage of electrical equipment through the home energy management system (HEMS). To solve the problems of daily optimal scheduling and emergency demand response (DR) in an uncertain environment, this paper provides an opportunity constraint programming model for the random variables contained in the constraint conditions. Considering the probability distribution of the random variables, a home energy management method for DR based on chance-constrained programming is proposed. Different confidence levels are set to reflect the influence mechanism of random variables on constraint conditions. An improved particle swarm optimization algorithm is used to solve the problem. Finally, the demand response characteristics in daily and emergency situations are analyzed by simulation examples, and the effectiveness of the method is verified.

Chance constrained programming with some non-normal continuous random variables

OPSEARCH ◽  
2020 ◽  
Vol 57 (4) ◽  
pp. 1281-1298
Author(s):  
D. K. Mohanty ◽  
Avik Pradhan ◽  
M. P. Biswal
Keyword(s):  
Random Variables ◽  
Chance Constrained Programming ◽  
Constrained Programming

A novel model for multi-criteria assessment based on BWM and possibilistic chance-constrained programming

2021 ◽  
pp. 107287
Author(s):  
Maghsoud Amiri ◽  
Mohammad Hashemi-Tabatabaei ◽  
Mohammad Ghahremanloo ◽  
Mehdi Keshavarz-Ghorabaee ◽  
Edmundas Kazimieras Zavadskas ◽  
...  
Keyword(s):  
Chance Constrained Programming ◽  
Constrained Programming ◽  
Novel Model
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