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A Heuristic Algorithm for Combined Heat and Power System Operation Management
- Source :
- Energies, Vol 14, Iss 1588, p 1588 (2021), Energies; Volume 14; Issue 6; Pages: 1588
- Publication Year :
- 2021
- Publisher :
- MDPI AG, 2021.
-
Abstract
- This paper presents a computationally efficient novel heuristic approach for solving the combined heat and power economic dispatch (CHP-ED) problem in residential buildings considering component interconnections. The proposed solution is meant as a substitute for the cutting-edge approaches, such as model predictive control, where the problem is a mixed-integer nonlinear program (MINLP), known to be computationally-intensive, and therefore requiring specialized hardware and sophisticated solvers, not suited for residential use. The proposed heuristic algorithm targets simple embedded hardware with limited computation and memory and, taking as inputs the hourly thermal and electrical demand estimated from daily load profiles, computes a dispatch of the energy vectors including the CHP. The main idea of the heuristic is to have a procedure that initially decomposes the three energy vectors’ requests: electrical, thermal, and hot water. Then, the latter are later combined and dispatched considering interconnection and operational constraints. The proposed algorithm is illustrated using series of simulations on a residential pilot with a nano-cogenerator unit and shows around 25–30% energy savings when compared with a meta-heuristic genetic algorithm approach.
- Subjects :
- Mathematical optimization
Control and Optimization
energy management
Energy management
Heuristic (computer science)
Computer science
020209 energy
Computation
energy storage system
Energy Engineering and Power Technology
Heuristic
02 engineering and technology
heuristics
010501 environmental sciences
01 natural sciences
lcsh:Technology
Electric power system
Genetic algorithm
0202 electrical engineering, electronic engineering, information engineering
genetic algorithm
Low-cost computing platform
Electrical and Electronic Engineering
Engineering (miscellaneous)
0105 earth and related environmental sciences
Renewable Energy, Sustainability and the Environment
lcsh:T
combined heat and power
co-generation
low-cost computing platform
Economic dispatch
Power (physics)
Model predictive control
Energy (miscellaneous)
Subjects
Details
- Language :
- English
- ISSN :
- 19961073
- Volume :
- 14
- Issue :
- 1588
- Database :
- OpenAIRE
- Journal :
- Energies
- Accession number :
- edsair.doi.dedup.....4d65fde0baf944928777d22d08b1bd8e