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دسته بندی:
برق الکترونیک - Power Electronics
سال انتشار:
2021
عنوان انگلیسی مقاله:
Solving constrained economic electrical energy generation and CO2 emission dispatch using hybrid algorithm
ترجمه فارسی عنوان مقاله:
حل تولید انرژی الکتریکی اقتصادی محدود و ارسال CO2 با استفاده از الگوریتم ترکیبی
منبع:
ScienceDirect- Elsevier- Environmental Technology & Innovation, 24 (2021) 101999: doi:10:1016/j:eti:2021:101999
نویسنده:
S.D. Sundarsingh Jebaseelan a,∗,1, N.B. Muthu Selvan b,1, C. Kumar c,1, A. Kalaimurugan d,1, A. Srujana e,1, C.N. Ravi
چکیده انگلیسی:
Carbon foot print is latest hot discussion and all the countries are started the initiation
to minimize it. One of the main carbon emission industries is thermal electrical
power generating company. For the social welfare the emission has to minimize to
maximum extend. The electrical power generation company as well needs to minimize
the generation cost for the better operation. Minimizing carbon foot print and minimal
power generation cost are opposite to each other. When the optimization focused to
minimize the generation cost it lead to increase the carbon foot print and vice versa.
This paper addresses the constraint the optimization problem which needs the objective
of reducing both emission and generation cost. Electrical power generating cost of
thermal power plant is nonlinear and non-convex in nature. Likewise the emission
produced by the thermal power plant is complex mathematical problem. Intelligent
algorithms are best suitable to solve these types of practical problems. In this paper
hybrid of firefly algorithm and differential evolution technique is adopted to find
the constrained emission minimization and cost minimization. Firefly algorithm works
based on brightness, attractiveness and movement and there is no mutation process.
Differential evolution technique has better mutation process and hence this mutation
operation of differential evolution technique is introduced with firefly algorithm for the
hybrid operation and to get better result. The research work is aimed to reduce the
carbon foot print as well the generation cost of the power system.
Keywords: Economic dispatch | Emission dispatch | Intelligent algorithm | Hybrid algorithm | Firefly algorithm | Differential evaluation | Constraint optimization
قیمت: رایگان
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