化工学报
化工學報
화공학보
JOURNAL OF CHEMICAL INDUSY AND ENGINEERING (CHINA)
2015年
2期
66-73
,共8页
张长兴%王德水%刘玉峰%孙始财%彭冬根
張長興%王德水%劉玉峰%孫始財%彭鼕根
장장흥%왕덕수%류옥봉%손시재%팽동근
土壤源热泵系统%优化%柱热源%模型%岩土热物性试验%模拟退火算法%数值模拟
土壤源熱泵繫統%優化%柱熱源%模型%巖土熱物性試驗%模擬退火算法%數值模擬
토양원열빙계통%우화%주열원%모형%암토열물성시험%모의퇴화산법%수치모의
GCHPs%optimization%cylinder source%model%rock-soil thermal response test%simulated annealing algorithm%numerical simulation
岩土的热物性是土壤源热泵系统设计的重要参数,需要在工程地点实施热响应试验才能确定。针对现场热响应试验中恒加热功率难以保证的实际情况提出了利用模拟退火算法确定变热流状况下热物性参数的新方法。该方法以竖直U形地埋管换热器的柱热源(CSM)模型为基础,引入格林函数加快了热响应试验系统模型确定换热器进出水温度的计算速度,利用RMSE分布图解决了传热反分析中参数识别的非适定问题,保障了模拟退火算法的有效实施。在结合具体算例实施热物性参数识别的过程中,变热流情况下模拟退火算法对应的退火温度降温速度快,确定的岩土热导率和容积比热容的相对误差分别为4.1%和1.3%,而且计算了地埋管换热器的有效热阻。研究结果可为确定岩土热物性参数和指导地埋管换热器系统设计提供参考。
巖土的熱物性是土壤源熱泵繫統設計的重要參數,需要在工程地點實施熱響應試驗纔能確定。針對現場熱響應試驗中恆加熱功率難以保證的實際情況提齣瞭利用模擬退火算法確定變熱流狀況下熱物性參數的新方法。該方法以豎直U形地埋管換熱器的柱熱源(CSM)模型為基礎,引入格林函數加快瞭熱響應試驗繫統模型確定換熱器進齣水溫度的計算速度,利用RMSE分佈圖解決瞭傳熱反分析中參數識彆的非適定問題,保障瞭模擬退火算法的有效實施。在結閤具體算例實施熱物性參數識彆的過程中,變熱流情況下模擬退火算法對應的退火溫度降溫速度快,確定的巖土熱導率和容積比熱容的相對誤差分彆為4.1%和1.3%,而且計算瞭地埋管換熱器的有效熱阻。研究結果可為確定巖土熱物性參數和指導地埋管換熱器繫統設計提供參攷。
암토적열물성시토양원열빙계통설계적중요삼수,수요재공정지점실시열향응시험재능학정。침대현장열향응시험중항가열공솔난이보증적실제정황제출료이용모의퇴화산법학정변열류상황하열물성삼수적신방법。해방법이수직U형지매관환열기적주열원(CSM)모형위기출,인입격림함수가쾌료열향응시험계통모형학정환열기진출수온도적계산속도,이용RMSE분포도해결료전열반분석중삼수식별적비괄정문제,보장료모의퇴화산법적유효실시。재결합구체산례실시열물성삼수식별적과정중,변열류정황하모의퇴화산법대응적퇴화온도강온속도쾌,학정적암토열도솔화용적비열용적상대오차분별위4.1%화1.3%,이차계산료지매관환열기적유효열조。연구결과가위학정암토열물성삼수화지도지매관환열기계통설계제공삼고。
Ground thermal properties is an important design parameter of ground-coupled heat pump system (GCHPs), and it can be decided based on the data from in-situ thermal response test (TRT). Considering that constant heat input can seldom be ensured in TRT, this paper presents a novel method for determining parameters of rock-soil thermal properties by using simulated annealing algorithm (SAA). In the method, Green function used in cylinder source model (CSM) of borehole heat exchanger (BHE) accelerates calculation of inlet/outlet water temperatures based on the TRT system model, and RMSE distribution overcomes the ill-posed problem of parameter identification in inverse heat transfer analysis, which puts into effect of SAA. In a calculation sample based on TRT of variable heat input, annealing temperature decreases with identified parameters reaching agreement with true value individually, and the relative errors of ground thermal conductivity and volumetric heat capacity are respectively 4.1%and 1.3%by comparing with the value calculated based on national regulations on the same in-situ measuring location. At the same time, the effective heat resistance of BHE can be obtained in the process of ASS. In general, ASS used in the variable heat power TRT is proved to be successful, and the study is helpful for the design of BHE in GCHPs.