Title :
Accounting for system-level controls during early-stage design
Author :
Tianlei Zhang ; Dougal, Roger A. ; Yucheng Zhang
Author_Institution :
Dept. of Electr. Eng., Univ. of South Carolina, Columbia, SC, USA
Abstract :
Designers of shipboard power systems must consider many tradeoffs when selecting generators in the early-stage set-based design. This is not just an “equipment problem” based on physical design requirements such as limits of size and weight. The operating strategy for generators must be considered when evaluating the goodness of the design. To this end, this paper develops a design approach to impose system-level controls onto generating plants to evaluate their optimality. Two critical design metrics-fuel consumption and quality of service (QOS) are defined to incorporate these control variables, and co-optimized to reflect mission-oriented system performance. The minimum fuel consumption is computed based on a new concept of economic dispatch algorithm, which takes active and reactive power balance, and system redundancy requirements into account. QOS metric is defined to reflect system-level control strategies based on the classical concept of mean-time-between-failure, which is defined to depend inversely on the power produced. We develop a multi-objective particle swarm optimization to effectively locate the Pareto fronts of system performance for all design alternatives over a whole given mission. Thus a set of optimal design alternatives can be rapidly selected to represent the non-dominated optimal compromises of the two metrics. This design approach is demonstrated and compared with a single-objective design approach in a design example of shipboard generating plant design. And more optimal alternatives are able to be found.
Keywords :
Pareto optimisation; fuel; marine power systems; particle swarm optimisation; power generation control; power generation dispatch; power generation economics; quality of service; Pareto fronts; QOS; QOS metric; active power balance; early-stage design; early-stage set-based design; economic dispatch algorithm; fuel consumption; generators operating strategy; mean-time-between-failure; mission-oriented system performance; multiobjective particle swarm optimization; nondominated optimal compromises; optimal design alternatives; physical design requirements-based equipment problem; quality of service; reactive power balance; shipboard generating plant design; shipboard power systems; single-objective design approach; system redundancy requirements; system-level control strategies; Control systems; Fuels; Generators; Measurement; Quality of service; Reactive power; Redundancy;
Conference_Titel :
Electric Ship Technologies Symposium (ESTS), 2013 IEEE
Conference_Location :
Arlington, VA
Print_ISBN :
978-1-4673-5243-7
DOI :
10.1109/ESTS.2013.6523755