Literature DB >> 31667323

Dataset of biomass waste of rice paddies and forest sectors supporting the assessment of the potential for bioenergy production in Taiwan.

Keng-Hao Chang1, Kuo-Ren Lou1, Chun-Han Ko2.   

Abstract

Assessing the biomass-based bioenergy production potential of nations is heavily dependent on the import source of fossil fuels. Taiwan can alleviate its fossil fuel dependency and greenhouse gas emissions. Key information (including published statistics and calculations) on biomass waste production from rice paddies in Taiwan considering the full production of available rice paddies was included in this study. In addition, key information on biomass waste production from forest sectors in Taiwan considering enhanced domestic production and the imported sources of harvested wood products (HWP) was also included. The volumes of decayed HWP could be used to predict available biomass waste for bioenergy production. The results of this study assist with the recent evaluation of the potential of the most prevailing available sources of biomass waste, rice paddies and forest sectors, for bioenergy generation, e.g. for more insight please see "Potential of Bioenergy Production from Biomass Wastes of Rice Paddies and Forest Sectors in Taiwan" [1].
© 2019 The Authors.

Entities:  

Keywords:  Bioenergy; Biomass; Biomass waste; Harvested wood products (HWP); Rice paddy waste

Year:  2019        PMID: 31667323      PMCID: PMC6811993          DOI: 10.1016/j.dib.2019.104613

Source DB:  PubMed          Journal:  Data Brief        ISSN: 2352-3409


Specifications Table The dataset contains key information pertaining to biomass waste production from rice paddies in Taiwan considering the full production of available rice paddies. The dataset contains key information pertaining to biomass waste production from forest sectors in Taiwan considering enhanced domestic production and associated waste from harvested wood products. The dataset can be used to estimate the potential for bioenergy production in Taiwan from post-consumer biomass from all kinds of harvested wood products.

Data

The data presented in this article are employed to facilitate the analysis and prediction of the research article “Potential of Bioenergy Production from Biomass Wastes of Rice Paddies and Forest Sectors in Taiwan” [1] from 2017 to 2065. Governmental statistic data of this article are from 1990. Governmental statistics for rice straw and rough rice production [2], listed by Table 1, were employed to estimate biomass wastes of rice paddies.
Table 1

Historical data on rice husks and rice straw in Taiwan [2].

YearOriginal data
Converted values
Rice husks (tons)Rice Straw (tons)Rice husks (T g y−1)Rice Straw (T g y−1)
1990456,7342,283,6700.456732.28367
1991462,3282,311,6380.462332.31164
1992413,9762,069,8800.413982.06988
1993446,5872,232,9330.446592.23293
1994412,2812,061,4030.412282.06140
1995414,3942,071,9680.414392.07197
1996386,1791,930,8970.386181.93090
1997408,3692,041,8430.408372.04184
1998371,8311,859,1570.371831.85916
1999383,2611,916,3050.383261.91630
2000381,2111,906,0570.381211.90606
2001349,0001,745,0000.349001.74500
2002365,0001,825,0000.365001.82500
2003329,0001,648,0000.329001.64800
2004286,7221,433,6110.286721.43361
2005293,4281,467,1390.293431.46714
2006311,6091,558,0480.311611.55805
2007272,6911,363,4580.272691.36346
2008291,4351,457,1750.291441.45718
2009315,6341,578,1690.315631.57817
2010290,2011,451,0110.290201.45101
2011333,2551,666,2370.333261.66624
2012340,0461,700,2290.340051.70023
2013317,9121,589,5640.317911.58956
2014346,4421,732,2100.346491.73245
2015316,3461,581,7320.316371.58186
2016332,7591,663,8030.332751.63380
Historical data on rice husks and rice straw in Taiwan [2]. Table 2 lists historical data of domestic logging volumes and estimation of biomass waste from domestic logging in Taiwan [3]. Table 3 lists the tax codes of Customs Administration for each respective item of wood products [4] for further calculation and prediction of harvested wood products (HWP) contribution of biomass waste. Table 4 lists statistics on domestically produced HWP from 1990 to 2016. The first data column of Table 4, sawn timber and firewood production, is compiled from Forestry Bureau [3]. Data from other later columns for statistics for domestically produced HWP are of other items published from the Ministry of Economic Affairs [5].
Table 2

Historical domestic logging volumes and estimation of biomass waste from domestic logging in Taiwan [3].

YearData
Logging slash
Log-processing waste
Domestic logging volume (m3)Above ground biomass volume (m3)Slash volume (m3)Slash mass (tons)Waste volume (m3)Waste mass (tons)
1990203,313221,23217,920896019,2869643
1991126,059137,17011,111555511,9585979
1992118,323128,75210,429521411,2245612
199371,73578,0576323316168053402
199456,12861,0754947247453242662
199563,17768,7455568278459932996
199656,36261,3294968248453462673
199752,17356,7724598229949492475
199849,52953,8944365218346982349
199942,94546,7303785189340742037
200035,17938,2803101155033371669
200147,85952,0774218210945402270
200261,06066,4415382269157922896
200385,54293,0827540377081154057
200470,80177,0426240312067163358
200560,05865,3525293264756972849
200663,59669,2015605280360333016
200767,21973,1435925296263763188
200851,10855,6124505225248482424
200944,28148,1843903195142002100
201032,79935,6902891144531111556
201136,91340,1673253162735021751
201246,23050,3054075203743852193
201342,21945,9403721186140052002
201462,27167,7605488274459072954
201551,60856,1574549227448962448
Table 3

HWP tax codes for regarding items from the Customs Administration [6].

CategoriesItem tax codesDescription
Sawn wood
4403Rough wood; whether stripped of bark or sapwood, or roughly squared
4407Wood sawn, chipped lengthwise, sliced or peeled; whether planed, sanded or end-jointed, of a thickness exceeding 6 mm
Wood panel
4408Sheets for veneering (including those obtained by slicing laminated wood), for plywood or for similar laminated wood and other wood, sawn lengthwise, sliced or peeled; whether planed, sanded, spliced or end-jointed, of a thickness not exceeding 6 mm
4410Particle board, oriented strand board (OSB) or similar boards (for example, waferboard) of wood or other ligneous materials; whether agglomerated with resins or other organic binding substances
4411Fiberboard of wood or other ligneous materials; whether bonded with resins or other organic substances
4412Plywood, veneered panels and similar laminated wood
Paper
48Paper and paperboard; articles of paper pulp, paper or paperboard
47Wood pulp or pulp of other fibrous cellulosic material; (waste and scrap) paper or paperboard
Table 4

Statistics on domestically produced HWP from 1990 to 2016 [3,5].

YearSawn wood
Wood panel
Paper
Saw timber (m3)Lumber (m3)Plain plywood (103 m2)Fancy plywood (103 m2)Fine paper (tons)Package paper (tons)Chinese art paper (tons)Paper board (tons)Family and Hygiene paper (tons)
19902033136973731260651149015835288613597792,508,788140741
19911260597578331734161053256293458543690782,855,974163014
1992118323564999158181967656790439342774402,950,366177826
199371735398796113249860646951479284575582,836,623154392
19945612837810883278773387715519496785353,045,500156261
19956317732853764960780267922639533280383,030,337161045
19965636236683648870687636949448689177283,213,194176377
19975217327874746991734638050989277687193,253,776187861
19984952927034441811645858122638907792122,975,404186123
19994294527186239457567018214598341589433,073,545188229
20003517923288029488511687969168239593963,233,864217713
20014785921439929285406727221007393075262,590,530191281
20026106020422427366363307576928055373493,235,255191159
20038554219954720687350307403238695977363,403,838199696
20047080123904819748440897373709179980103,554,986217862
20056005818099214435456517489669111168683,377,999216637
20066359619116013105469287611089491469413,350,646206973
20076721913533414477458697773969458961883,406,476198974
20085110813573112978427367042948435163972,909,620206163
2009442817364110175362586920956370051782,775,312189711
201032799785999344402806999106372665532,850,379197901
2011369138101712582410296908325099261432,931,064205255
2012462308817912169403066713094655662073,073,574201420
2013422198722412799423656195544722362653,054,693205710
2014622719640810053419166209164432669153,083,250206327
201551608730398667403835312474360667502,858,981209099
201651608722748834401594609243902264253,009,632218246
Historical domestic logging volumes and estimation of biomass waste from domestic logging in Taiwan [3]. HWP tax codes for regarding items from the Customs Administration [6]. Statistics on domestically produced HWP from 1990 to 2016 [3,5]. Table 5 lists imported HWP data from the Customs Administration [4]; tonnage data of subcategory items of wood panels were converted from square meters and thickness of plywood. Table 6 lists the exported HWP data from all respective items listed and published by Customs Administration [4]. Table 7 lists overall biomass tonnage of imported and exported HWP data, derived from the summation of data from Table 5, Table 6. Table 8 lists carbon mass overall biomass tonnage of imported and exported HWP data, using IPCC methodology [6] and derived from summation of data from Table 5, Table 6. Table 9 lists carbon inflow statistics of HWP from 2007 to 2016, summarizing data from Table 7, Table 8. Carbon inflow statistics of HWP serve as the base for estimating biomass waste of forest sectors by IPCC method [6] for future scenario [1].
Table 5

Statistics on imported HWP [4].

YearSawn wood
Wood panels
Paper
4403 (tons)4407 (tons)4408 (tons)4410 (tons)4411 (tons)4412 (tons)48 (tons)47 (tons)
19903,556,219481,15163,96879,631180,753229,208537,8021,873,785
19913,771,429652,576104,532102,245238,752290,977638,9882,568,476
19923,620,151969,972175,656113,602233,351481,228847,4922,347,449
19931,814,6731,245,246170,848158,276263,617447,477975,2322,359,436
19941,830,3311,009,816174,453123,010323,974663,4761,227,0662,709,740
19951,542,206985,975121,578138,794211,887597,8521,158,1532,200,618
19961,559,635792,797119,183144,000187,863485,9911,056,6452,567,599
19971,605,037880,320159,368188,489248,534542,9541,336,2832,341,199
19981,063,796732,324139,187178,519196,560552,8801,269,8961,949,822
19991,118,739742,837133,834199,694255,358379,6001,400,3432,108,077
20001,020,521757,472119,910216,411229,358433,6751,370,3771,984,712
2001826,384571,247107,712170,919164,006325,8881,199,9881,941,914
2002774,477666,977107,798197,229196,985379,9081,278,0731,921,250
2003835,587686,490105,102182,013183,121429,3721,476,0532,032,646
2004912,427818,671114,455219,389177,346528,8061,645,0721,883,577
2005870,884785,15998,764177,950177,858544,4421,581,0121,661,349
2006721,641757,401101,327187,580147,018567,0861,503,5971,799,765
2007756,713723,35599,242189,787140,069503,3451,431,7351,960,407
2008631,877676,545110,608168,690120,317417,9441,467,8891,707,298
2009523,491494,70189,454162,43297,257323,5371,265,6901,407,702
2010667,745716,283130,130201,281129,144447,5121,491,5831,411,490
2011584,231769,962133,065208,171115,156404,8871,535,6671,458,062
2012619,817691,683135,395112,029112,029382,5831,530,4761,707,045
2013580,098732,897150,192189,670107,829406,9591,514,9041,619,608
2014632,834808,224136,914227,738115,598417,4601,495,3791,561,077
2015479,955763,998149,165237,286101,283375,6031,446,2831,355,400
2016458,523677,629128,663218,11299,494349,8371,472,7511,556,266
Table 6

Statistics of exported HWP [6].

YearSawn wood
Wood panels
Paper
4403 (tons)4407 (tons)4408 (tons)4410 (tons)4411 (tons)4412 (tons)48 (tons)47 (tons)
1990909618,927341318956287134,079612,712111,323
1991468818,314277721951594107,006852,85580,512
199219,00717,18518094201191989,836832,37748,554
199311,95119,60429995296533064,199790,44537,773
1994676822,46725816447801074,498896,6629366
1995564425,34358223987715686,522959,67915,363
199610,30425,77327391451526292,5071,186,7103681
1997728632,89419461204418286,7341,087,3685879
1998598728,72441182335648345,753987,9002753
1999825931,14525162386696940,7291,024,23616,670
200011,96533,51236992372393240,7621,090,49823,391
200115,29235,15139092509514933,8011,189,20425,931
200214,48032,8475096305210,06027,8551,343,07126,647
200310,15537,5856243227511,35121,0521,347,28637,911
200418,02044,5136983325214,52419,2711,505,40437,025
200526,23938,03395124283865016,5621,506,02749,271
200623,94933,8628349206310,66519,0081,585,68769,106
200735,71730,07466431471870118,3881,699,49684,228
200827,42725,90859081145865622,0801,360,28635,030
200925,66322,36539481112890618,0051,459,54458,325
201016,01322,1103096782643922,1121,325,669106,133
201121,77319,68832681175498120,4921,388,23993,054
201231,37920,66531025431543117,9201,545,667100,755
201344,00922,58628991994599322,3711,526,617102,788
201440,51618,42132122233539517,6661,474,061124,689
201523,58713,80624272624522911,9871,196,388171,896
201622,64113,34021302534410910,3471,376,178254,201
Table 7

Biomass tonnage of imported and exported HWP.

YearImport
Export
Sawn wood (tons)Wood panels (tons)Paper (tons)Sawn wood (tons)Wood panels (tons)Paper (tons)
19903,633,633498,2052,170,42925,220131,107651,632
19913,981,605662,8562,886,71820,702102,215840,030
19924,131,111903,4542,875,44732,57387,988792,838
19932,753,928936,1963,001,20228,40070,042745,396
19942,556,1331,156,4223,543,12526,31282,383815,425
19952,275,363963,1013,022,89427,88893,138877,538
19962,117,189843,3333,261,81932,47091,7631,071,352
19972,236,8221,025,4113,309,73436,16284,659983,923
19981,616,508960,4322,897,74631,23952,819891,588
19991,675,418871,6383,157,57735,46447,339936,815
20001,600,193899,4193,019,58040,93045,6881,002,500
20011,257,868691,6722,827,71245,39840,8311,093,621
20021,297,309793,7282,879,39142,59441,4571,232,746
20031,369,869809,6483,157,82942,96636,8291,246,677
20041,557,988935,9963,175,78456,27939,6271,388,186
20051,490,439899,1122,918,12557,84535,1071,399,768
20061,331,138902,7102,973,02552,03036,0761,489,314
20071,332,061839,1993,052,92859,21231,6831,605,351
20081,177,580735,8032,857,66848,00234,0101,255,785
2009916,372605,4122,406,05343,22628,7741,366,082
20101,245,625817,2612,612,76634,31129,1861,288,622
20111,218,774775,1522,694,35637,31526,9241,333,164
20121,180,350667,8322,913,76946,84028,6961,481,780
20131,181,696769,1852,821,06159,93529,9311,466,464
20141,296,952807,9382,750,81053,04425,6561,438,875
20151,119,557777,0042,521,51533,65320,0411,231,456
20161,022,537716,4962,726,11532,38317,2091,467,341
Table 8

Carbon conversion from HWP statistics.

Item
Volume or mass
Converted carbon mass
Sawn wood
Wood panel
paper
Sawn wood
Wood panel
Paper
Yearm3m3tonC tonC tonC ton
1990900,686765,0673,328,971202,654224,9301,498,037
1991883,892885,0033,742,847198,876260,1911,684,281
1992683,322809,4543,908,102153,747237,9791,758,646
1993470,531632,8193,786,565105,869186,0491,703,954
1994434,236509,9564,076,81497,703149,9271,834,566
1995391,714453,9814,087,01588,136133,4701,839,157
1996423,198373,4854,179,13495,219109,8051,880,610
1997330,920382,4414,348,23074,457112,4381,956,704
1998319,873337,8074,072,07971,97199,3151,832,436
1999314,807305,3024,175,59170,83289,7591,879,016
2000268,059256,0834,340,28460,31375,2881,953,128
2001262,258222,1133,585,36759,00865,3011,613,415
2002265,284202,2354,272,00859,68959,4571,922,404
2003285,089176,9014,438,55264,14552,0091,997,348
2004309,849202,6824,610,02769,71659,5892,074,512
2005241,050190,7734,441,58154,23656,0871,998,711
2006254,756190,6054,420,58257,32056,0381,989,262
2007202,553191,5994,483,62345,57456,3302,017,630
2008186,839176,8923,910,82542,03952,0061,759,871
2009117,922147,4253,725,99626,53243,3431,676,698
2010111,398157,5563,818,46925,06546,3221,718,311
2011117,930170,2153,884,28626,53450,0431,747,929
2012134,409166,6083,999,06630,24248,9831,799,580
2013129,443175,1463,933,44529,12551,4931,770,050
2014158,679165,0023,961,73435,70348,5101,782,780
2015124,647155,7343,649,68328,04645,7861,642,357
2016123,882155,5533,734,24927,87345,7331,680,412
201769,116156,9313,827,14015,55146,1381,722,213
Table 9

Carbon inflow statistics on HWP from 2007 to 2016.

Sawn wood (metric tons C)
Wood panel (metric tons C)
Paper (metric tons C)
ImportExportDomestic productionInflowImportExportDomestic productionInflowImportExportDomestic productionInflow
2007666,03129,60645,574681,999392,74514,82856,330434,2481,526,464802,6762,017,6302,741,418
2008588,79024,00142,039606,828344,35615,91752,006380,4451,428,834627,8921,759,8712,560,813
2009458,18621,61326,532463,106283,33313,46643,343313,2091,203,026683,0411,676,6982,196,683
2010622,81217,15525,065630,721382,47813,65946,322415,1411,306,383644,3111,718,3112,380,383
2011609,38718,65826,534617,263362,77112,60050,043400,2141,347,178666,5821,747,9292,428,525
2012590,17523,42030,242596,997312,54513,43048,983348,0981,456,885740,8901,799,5802,515,575
2013590,84829,96829,125590,005359,97914,00851,493397,4641,410,530733,2321,770,0502,447,348
2014648,47626,52235,703657,657378,11512,00748,510414,6181,375,405719,4381,782,7802,438,748
2015559,77916,82728,046570,998363,638937945,786400,0441,260,757615,7281,642,3572,287,387
2016511,26916,19227,873522,951335,320805445,733372,9991,363,058733,6701,680,4122,309,799
Avg.22,396593,85312,735387,648696,7462,430,668
Statistics on imported HWP [4]. Statistics of exported HWP [6]. Biomass tonnage of imported and exported HWP. Carbon conversion from HWP statistics. Carbon inflow statistics on HWP from 2007 to 2016.

Experimental design, materials, and methods

Biomass waste from rice paddy

Governmental statistics for rice straw and rough rice production [2], listed by Table 1, were employed to estimate biomass wastes of rice paddies. Historical and converted data on rice husks and rice straw in Taiwan [2] are listed in Table 1. Original data are to the oven dried values converted from published data [2], where rice husks and rice straw are respectively 20% and equal weight of produced rice. Converted values, as listed in row 3 and 4, were the conversion of original data of the first two rows of air dried weights to weights expressed of SI units.

Biomass waste from domestic logging

Table 2 lists historical data of domestic logging volumes and estimation of biomass waste from domestic logging in Taiwan [3]. Published domestic logging volumes were directly taken from the statistics provided from the Forestry Bureau [3]. Logging slash is the deduction of logging volume from the above ground biomass volume estimated by the IPCC method [6]. Of Taiwan plantation forests distribution, there are 37% softwood plantation forests, 42% of hardwood plantation forests and 21% mixed softwood and hardwood plantation forests [3]. Biological expansion factors (BEF) of softwood, hardwood and 21% mixed softwood and hardwood plantation are 1.27, 1.40 and 1.34, respectively [7]. Above ground biomass volume = (Domestic logging volume * 1.27) ÷ (1 + 0.22) * 0.37 + (Domestic logging volume * 1.40)÷(1 + 0.24) * 0.42 + (Domestic logging volume * 1.34) ÷ (1 + 0.23) * 0.21. Wood density is 0.5 ton/m3 to convert slash volume to slash mass. Domestic survey conducted by Chen et al. [8] indicates that ratios for log-processing waste for sawn wood and wood panel are 36.3 and 28.5%.

Biomass and carbon inflow from HWP

Based on the IPCC definition [4], there are three categories of HWP: sawn wood, wood panel and paper products. Each category of HWP contains a variety of respective products, listed as item, on the current tax code system of the Customs Administration [4]. Table 3 lists the tax codes of each respective item of HWP Customs Administration [4] for further calculation and prediction of HWP contribution of biomass waste in 2017–2065 [1]. Governmental statistics of each item of HWP from customs administration is employed to further calculate and predict biomass wastes derived from imported and exported HWP. Biomass waste from forest sectors consisted of waste from domestically harvested wood product (HWP), from available processing waste from domestic harvest and the production of HWP, as well as from domestically produced and imported HWP. Table 4 lists statistics on domestically produced HWP from 1990 to 2016. The data first column of Table 4, sawn timber production, is from Forestry Bureau [3]. Data from other columns for statistics for domestically produced HWP are data of other items published from the Ministry of Economic Affairs [7]. According to the last 10-year average from survey by the Ministry of Economy [5], the volumetric ratios of wood panels, sawn wood, and paper consumed in Taiwan were 12, 18, and 70%, respectively. Table 5 lists imported HWP data from the Customs Administration [6]; tonnage data of subcategory items of wood panels were converted from square meters and thickness of plywood. The thickness of both plain and fancy plywood, 3.175 mm, is from a domestic survey [8]. Table 6 lists exported HWP data from all respective items listed and published by Customs Administration [6]. Table 7 lists overall biomass tonnage of imported and exported HWP data, derived from summation of data from Table 5, Table 6. Statistics on sawn wood are obtained by adding items 4403 and 4407. The ratio of oven to air dried masses of sawn wood is 0.9. Statistics on wood panels are obtained by adding items 4408, 4410, 4411 and 4412. Statistics on paper are obtained by adding items 47 and 48. The ratio of oven to air dried masses of paper is 0.9 [6]. Table 8 lists carbon mass overall biomass tonnage of imported and exported HWP data, using IPCC methodology [6] and derived from summation of data from Table 5, Table 6. Carbon ratio to overall dried mass for sawn wood, wood panels and paper are 0.225, 0.294 and 0.45 C ton/m3, respectively [6]. Table 9 lists carbon inflow statistics on HWP from 2007 to 2016, summarizing data from Table 7, Table 8. This study assumes that ratios of the post-consumer HWP in the study period of [1] remain constant. The results of this study facilitate the evaluation of the potential for bioenergy generation in Taiwan from available biomass waste from the two most prevailing sources, rice paddies and forest sectors. Carbon inflow values of each category of forest sector include the import plus domestic production deduced by export values.

Specifications Table

Subject areaRenewable Energy, Sustainability and the Environment
More specific subject areaBiomass and bioenergy.
Type of dataText, tables.
How data were acquiredRaw, complied from government published dataset, etc.
Data formatRaw, analyzed, calculated, etc.
Data source locationTaipei, Taiwan, ROC.
Data accessibility[1] Council of Agriculture, 2017. Accounts of green national income: agricultural solid wastes (In Chinese). http://agrstat.coa.gov.tw/sdweb/public/common/Download_file.ashx?list_id=18 (accessed May 24, 2018) Council of Agriculture, Taiwan, ROC.[2] Forestry Bureau, C., Executive Yuan, ROC, 2017. Forestry Statistics 2016 Yearbook. Forestry Bureau, Council of Agriculture, Taiwan, ROC. https://www.forest.gov.tw/EN/0001465 (accessed May 24, 2018)[3] MOEADOS, 2018. Industrial statistics-industrial production, shipment and inventory survey (In English). Department of Statistics, Ministry of Economic Affairs, R.O.C. http://dmz9.moea.gov.tw/gmweb/advance/AdvanceQuery.aspx (accessed May 24, 2018).[4] Customs Administration, 2017. Query system for statistics database (In Chinese). Customs Administration, Ministry of Finance, R.O.C. https://portal.sw.nat.gov.tw/APGA/GA03 (accessed May 24, 2018)Author's nameTitleJournalDOI
Related research articleAuthor's name: Chang, K. H., Lou, K.R., Ko, C.H.Title: Potential of Bioenergy Production from Biomass Wastes of Rice Paddies and Forest Sectors in Taiwan.Journal: Journal of Cleaner ProductionDOI: https://doi.org/10.1016/j.jclepro.2018.09.048
Value of the Data

The dataset contains key information pertaining to biomass waste production from rice paddies in Taiwan considering the full production of available rice paddies.

The dataset contains key information pertaining to biomass waste production from forest sectors in Taiwan considering enhanced domestic production and associated waste from harvested wood products.

The dataset can be used to estimate the potential for bioenergy production in Taiwan from post-consumer biomass from all kinds of harvested wood products.

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1.  A preface to the special issue of optimization and engineering dedicated to SDEWES 2020 conferences.

Authors:  Marian Trafczyński; Krzysztof Urbaniec; Hrvoje Mikulčič; Neven Duić
Journal:  Optim Eng       Date:  2021-07-31       Impact factor: 2.760

  1 in total

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