PMID- 28653039 OWN - NLM STAT- PubMed-not-MEDLINE LR - 20200930 IS - 2405-8440 (Print) IS - 2405-8440 (Electronic) IS - 2405-8440 (Linking) VI - 3 IP - 6 DP - 2017 Jun TI - Statistical modeling of an integrated boiler for coal fired thermal power plant. PG - e00322 LID - 10.1016/j.heliyon.2017.e00322 [doi] LID - e00322 AB - The coal fired thermal power plants plays major role in the power production in the world as they are available in abundance. Many of the existing power plants are based on the subcritical technology which can produce power with the efficiency of around 33%. But the newer plants are built on either supercritical or ultra-supercritical technology whose efficiency can be up to 50%. Main objective of the work is to enhance the efficiency of the existing subcritical power plants to compensate for the increasing demand. For achieving the objective, the statistical modeling of the boiler units such as economizer, drum and the superheater are initially carried out. The effectiveness of the developed models is tested using analysis methods like R(2) analysis and ANOVA (Analysis of Variance). The dependability of the process variable (temperature) on different manipulated variables is analyzed in the paper. Validations of the model are provided with their error analysis. Response surface methodology (RSM) supported by DOE (design of experiments) are implemented to optimize the operating parameters. Individual models along with the integrated model are used to study and design the predictive control of the coal-fired thermal power plant. FAU - Chandrasekharan, Sreepradha AU - Chandrasekharan S AD - Department of Electronics and Instrumentation Engineering, CSIR-CLRI, Chennai, India. FAU - Panda, Rames Chandra AU - Panda RC AD - Department of Electronics and Instrumentation Engineering, CSIR-CLRI, Chennai, India. FAU - Swaminathan, Bhuvaneswari Natrajan AU - Swaminathan BN AD - Department of Electronics and Instrumentation Engineering, CSIR-CLRI, Chennai, India. LA - eng PT - Journal Article DEP - 20170613 PL - England TA - Heliyon JT - Heliyon JID - 101672560 PMC - PMC5473666 OTO - NOTNLM OT - Applied mathematics OT - Chemical engineering EDAT- 2017/06/28 06:00 MHDA- 2017/06/28 06:01 PMCR- 2017/06/13 CRDT- 2017/06/28 06:00 PHST- 2016/10/07 00:00 [received] PHST- 2017/03/08 00:00 [revised] PHST- 2017/06/05 00:00 [accepted] PHST- 2017/06/28 06:00 [entrez] PHST- 2017/06/28 06:00 [pubmed] PHST- 2017/06/28 06:01 [medline] PHST- 2017/06/13 00:00 [pmc-release] AID - S2405-8440(16)31431-1 [pii] AID - e00322 [pii] AID - 10.1016/j.heliyon.2017.e00322 [doi] PST - epublish SO - Heliyon. 2017 Jun 13;3(6):e00322. doi: 10.1016/j.heliyon.2017.e00322. eCollection 2017 Jun.