Techno-economic evaluation and optimization of CCGT power Plant: A multi-criteria decision support system
- 1. School of Aerospace, Transport and Manufacturing, Cranfield University, Bedford MK43 0AL (United Kingdom)
- 2. Key Laboratory of Intelligent Control and Optimization for Industrial Equipment, Dalian University of Technology (China)
- 3. Department of Mechanical Engineering, University of Birmingham, Edgbaston, Birmingham B15 2TT (United Kingdom)
- 4. Manx Utilities, Douglas, Isle of Man (United Kingdom)
Description
Highlights: • A novel multi-criteria CCGT operation optimization method is proposed. • Uneven power split between gas turbines is recommended to achieve lifing consumption benefits. • It is demonstrated that life consumption can be improved by 11.44% without compromising economic benefits. • TOPSIS is adapted to eliminate effect of Pareto Front shape for decision making. A key objective of the power generation industry is to achieve maximum economic benefit without over-consuming the life of power plants and over-maintaining its assets. From a CCGT power plant operator's perspective, the stand-alone performance analysis of the plant is not enough to support the decision-making process due to the plethora of possible scenarios characterized by variable ambient conditions, engine health (fouling, erosion), electricity prices, and power demand. This study proposes a novel methodology to support decision-making for a CCGT power plant's operational optimization. The comprehensive techno-economic performance evaluation is conducted by multidisciplinary optimization and decision-making to enhance information integration for the combined cycle power plant operated by Manx Utilities in the Isle of Man, UK. The decision support system has the capability to recommend the optimal operation schedules to plant operators. It recommends that the more severely degraded engine should run at a relatively lower power setting to decrease creep life consumption. The established power plant optimization framework has the potential to assist power plant operators in deciding the total power output and power split between gas turbines based on optimization results that considers both immediate thermo-economic benefits and life consumption. Finally, the proposed system can facilitate similar power plants to adjust daily operations to achieve thermo-economic and lifing benefits.
Availability note (English)
Available from http://dx.doi.org/10.1016/j.enconman.2021.114107Additional details
Identifiers
- DOI
- 10.1016/j.enconman.2021.114107;
- PII
- S0196890421002831;
Publishing Information
- Journal Title
- Energy Conversion and Management
- Journal Volume
- 237
- Journal Page Range
- vp.
- ISSN
- 0196-8904
- CODEN
- ECMADL
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 54031489
- Subject category
- S20: FOSSIL-FUELED POWER PLANTS; S42: ENGINEERING;
- Descriptors DEI
- COMBINED CYCLES; COMBINED-CYCLE POWER PLANTS; ELECTRICITY; EMISSION; ENGINES; EROSION; GAS TURBINES; OPERATION; OPTIMIZATION; PERFORMANCE; POWER DEMAND; POWER GENERATION; THERMODYNAMICS
- Descriptors DEC
- DEMAND; EQUIPMENT; MACHINERY; POWER PLANTS; THERMAL POWER PLANTS; THERMODYNAMIC CYCLES; TURBINES; TURBOMACHINERY
Optional Information
- Copyright
- Copyright (c) 2021 Elsevier Ltd. All rights reserved.