Title of article :
Techno-economic Optimization of Combined Cooling, Heat and Power System Based on Response Surface Methodology
Author/Authors :
Kazemian, M.E Mechanical Engineering Department - Shahid Bahonar University of Kerman - Kerman, Iran , Gandjalikhan Nassab, S.A Mechanical Engineering Department - Shahid Bahonar University of Kerman - Kerman, Iran , Jahanshahi Javarana, E Mechanical Engineering Department - Shahid Bahonar University of Kerman - Kerman, Iran
Abstract :
In the present work, the statistical analyses are presented to study the economic indexes of Net Present Value (NPV) and Simple Payback Period (SPB) as response functions for the Combined Cooling, Heating and Power (CCHP) system. The CCHP performance is simulated with the aid of thermodynamic modeling, and also economic equations are presented for economic simulation. An attempt is made to study the effect of some economic factors (interest ratio, fuel cost, lifetime, and electricity sell price) on the system’s responses. Based on the Design of Experiment analysis, regression models are presented to quantify the effects of these parameters on the Net Present Value and Simple Payback Periods. This novel approach is developed utilizing the response surface methodology (RSM) based on the central composite design (CCD) method. Sensitivity analysis of the economic parameters was also examined in this research. Optimal values of these parameters were obtained for the two economic indexes as response functions.
Farsi abstract :
در كار حاضر، تجزيه و تحليل آماري براي مطالعه شاخصهاي اقتصادي ارزش فعلي خالص و دوره بازپرداخت ساده به عنوان توابع پاسخ براي سيستم تركيبي
توان، حرارت و برودت ارائه شده است. عملكرد سيستم تركيبي با كمك مدلسازي ترموديناميكي شبيهسازي و معادلات اقتصادي نيز براي شبيهسازي اقتصادي
ارائه شده است. تلاش گرديده تا تأثير برخي عوامل اقتصادي )نسبت بهره، هزينه سوخت، طول عمر و قيمت فروش برق( بر پاسخهاي سيستم مطالعه شود. بر
اساس تجزيه و تحليل طراحي آزمايش، مدلهاي رگرسيوني براي كمي كردن اثرات اين پارامترها بر ارزش فعلي خالص و دوره بازپرداخت ساده ارائه شده است.
اين رويكرد جديد با استفاده از روش سطح پاسخ و بر اساس روش طراحي مركب مركزي توسعه يافته است. تجزيه و تحليل حساسيت پارامترهاي اقتصادي نيز
مورد بررسي قرار گرفت. مقادير بهينه پارامترهاي اقتصادي براي دو شاخص اقتصادي به عنوان توابع پاسخ بدست آمدند.
Keywords :
Techno-economic , Central composite design , Combined cooling heating and power , Optimization , Response surface methodology , Sensitivity analysis
Journal title :
Iranian Journal of Energy and Environment