Multi-objective optimal operation of renewable energy hybrid CCHP system using SSO
Creators
- 1. Integration and Collaboration Laboratory, Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 300, Taiwan (China)
- 2. The Institute of Resources Management and Decision Science, Management College, National Defense University, Taipei 112, Taiwan (China)
Description
In recent years, the amalgamation of renewable energies into combined cooling, heating and power system (CCHP) become a popular research in energy field. In order to improve the energy utilization of renewable energies integrated the CCHP (RECCHP) system, it is necessary to optimize the operation and component capacity in the RECCHP system. A multi-objective optimization model characterizing the system daily operation cost, daily carbon dioxide emission, and primary energy saving rate is established. Considering each objective function, Simplified Swarm Optimization (SSO) is applied as a single objective optimization problem to find the best capacity of components and operation of the system. Further, normalize three objective respectively and use Analytic Hierarchy Process to get weight for each objective. Transform the multi-objective optimization problem into a single objective optimization problem. Finally, taking a historical weather data in winter of Kinmen Island, Taiwan, as a case study, solve the problem with SSO, and the experiment results are compared with traditional energy systems. The results show that the RECCHP system is better than traditional energy systems among economic, environmental and energy aspect. (paper)
Availability note (English)
Available from http://dx.doi.org/10.1088/1742-6596/1411/1/012016Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Physics. Conference Series (Online)
- Journal Volume
- 1411
- Journal Issue
- 1
- Journal Page Range
- [10 p.]
- ISSN
- 1742-6596
Conference
- Title
- 8. International Conference on Engineering, Mathematics and Physics
- Dates
- 1-3 Jul 2019
- Place
- Ningbo (China)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 53067657
- Subject category
- S32: ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; S42: ENGINEERING;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- CAPACITY; CARBON DIOXIDE; COOLING; ENERGY CONSUMPTION; EXPERIMENT RESULTS; HEATING; OPERATION; OPTIMIZATION; POWER SYSTEMS
- Descriptors DEC
- CARBON COMPOUNDS; CARBON OXIDES; CHALCOGENIDES; ENERGY SYSTEMS; OXIDES; OXYGEN COMPOUNDS