CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id ascaad2004_paper22
authors Leifer, David and John M. Leifer
year 2004
title Towards Computer Aided Life-Cycle Costing
source eDesign in Architecture: ASCAAD's First International Conference on Computer Aided Architectural Design, 7-9 December 2004, KFUPM, Saudi Arabia
summary Sustainability is recognised as a necessary public good. Building sustainable buildings requires architectural methods, specifically CAD systems, that include suitable predictions of long term performance. Unfortunately the predominant view in the Building Industries of the Developed world is essentially short term; this is because building developers – not being the end users - are essentially interested in short term profit. Until they can see the ‘value-added’ by sustainability impacting on the selling price of their buildings, they will not be motivated to build ‘sustainably’. This paper describes the issues that have led to this situation. It discussed how the advent of computers has allowed life-cycle data to be gathered over time, and may be included intro CAD system databases to enable sustainability performance predictions to be made. Once made we are now able to reap the benefits by performance benchmarking. The availability of this building performance information on-line is making life-cycle costing more readily available, and more accurate, allowing building developers, owners and users to make rapid and timely feasibility studies well in advance of design. This also allows owners to test various capital to operating cost options in order to get the best economic performance over time, as well as map future capital replacement cycles. These emerging possibilities are discussed in this paper.
series ASCAAD
email dleifer@arch.usyd.edu.au
full text file.pdf (1,360,404 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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sigradi2013_330f, 562f, 6c2e, 24b3, 60c5, be64, sigradi2013_194i, 8f3e, d537, 531d, 6643, 4ac8, d003, 0c42, 0ffb, sigradi2014_082r7, sigradi2014_213n7, 4406, 634b, sigradi2014_045c4, 0b84, 2e77, a1b4, d000, 460f, 785d, a18c, d5d7, c338, 5189, d325, 7c9d, 2093, 8196, 0639, 25db, 4782, d1fb, 3cdb, acadia14projects_647az, 99d5, f116, 3a87, 36a5, 3547, 07e0, 2a16, ecaade2015_144x30, 6bb1, ec0e, 1bdd, 7f2a, bd84, 272d, 2509, 9c0e, 8ab3, c1b4, e011, caadria2017_063d21, 14ee, f634, e52d, ec9e, ea11, e877, sigradi2013_285f, a728, f523, ecaade2014_153s37, d449, ecaade2016_026z7, 8258, 6290, 33a3, 78f7, 9944, caadria2017_029n10, acadia14projects_33an, 3d3c, 60be, 5abb, sigradi2014_197u6, sigradi2013_421l, ff50, 7671, 8bd2, acadia16_280r17, 9ebf, edbf, 81d0, acadia14_445ae, 65dc, 43ee, 7be0, c6f8, f619, ecaade2016_185z49, sigradi2016_431x, 088e, acadia16_470r27, 94d1, af0d, ceed, 72d6, da88, 04fa, 14eb, 2c83, ascaad2014_010n5, 102b, a3b2, 5c55, 40a6, 3e02, acadia16_62g4, 139d, e3cf, 3982, 5c8f, 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4a72, 2166, 4944, ecaade2015_25j5, 3f3c, 91ec, b5f3, 173d, e72b, 4430, 79d9, caadria2015_004j1, d9d6, c4aa, 1f11, 96f2, ijac201412205e4, fefb, 91e2, 69b6, f7c2, 05c6, c24a, sigradi2016_421xx, de13, f75c, caadria2016_363c16, 91aa, ascaad2016_008c4, caadria2017_046s14, 2569, f838, 24ea, sigradi2015_12.19d27, 00f2, 833f, c162, 8a06, ecaade2015_138w26, 3fc0, 4ebe, 322a, 3c44, ascaad2014_025i6, 1c04, ascaad2014_022n4, e7e5, 9a30, 5c90, ascaad2016_028e11, fd1c, a359, ab13, ijac201614101g1, ba19, e17a, ecaade2016_167u47, dae0, 2332, b6fe, 9d13, 5198, 6acc, 3a68, b1f0, caadria2015_087s13, 7b03, 3372, 499b, a948, 0395, 4e1d, acadia14_23ae, acadia14projects_435ae, caadria2015_126m20, 650e, sigradi2014_213l7, acadia14_101t, ecaade2016_162c44, 1169, 3a80, 2b9b, e60e, b56b, 83a6, ecaade2015_129k25, acadia16_34a3, 5921, f422, acadia15_483c21, e5a9, a8aa, 6723, b184, ijac201412302e7, 04c0, dfc0, 770c, 31a0, 0515, 969f, ae50, c765, 9458, 694b, e638, ascaad2016_034i13, 250d, d602, 9be5, c026, 02b8, cec7, 4585, d712, 0a8c, c667, 2516, fe7f, 0d22, ecaade2015_158m33, 9b9b, fcc4, 41ab, 5c95, 5a86, cc43, 5e3f, 4e3d, 20c8, 42b0, acadia16_62v4, 7f4d, 5cdd, d1cd, ecaade2016_166k47, ascaad2016_029y11, eb9c, 01b5, 78b3, da55, 55b4, acadia14projects_365ah, 32da, bf98, 5d6e, ecaade2015_297y64, acadia14_81o, 04b4, ijac201412401d4, aa0b, 46e0, 71bc, 937c, ecaade2014_168f42, sigradi2015_9.347n17, a623, sigradi2014_128f1, ecaade2015_91f18, e2da, ecaade2014_022w5, 2795, 6a6a, caadria2016_177j8, acadia14projects_339al, 6b03, d9ac, 29ee, caadria2017_005m3, 60c9, 22da, f882, acadia15_451h19, 8f0d, 307c, 51d6, ff46, 3cc8, 0060, 25b1, e2eb, ecaade2016_167s47, b572, d7c6, e4ab, 06d0, 17ce, 5717, 3da4, 4150, 5c6d, 3686, 6a30, 2236, ijac201614307u4, 3b16, 9566, 2eda, fde8, 9472, ebe0, ijac201412306d3, ecaade2015_130a26, b2ad, ecaade2016_223w58, 9d56, b14c, ecaade2016_108a30, 97bb, caadria2015_016p3, f577, 4026, 00ee, ecaade2014_092d22, ecaade2015_59m11, 276b, 1389, 4e8c, ecaade2013r_017w8, 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3a28, ascaad2016_035p13, b097, 68ce, 85fd, 6a10, ecc5, 41c5, d57f, 338f, 5a62, 2ca0, c5f2, a104, bc5b, 3c53, f60d, 5582, ba65, 8f96, 6de7, 1cf8, 4169, aaa6, 7145, caadria2017_182p43, 39fa, ecaade2016_104x28, b635, acadia14_655v, 2f31, 8ba6, 324f, caadria2015_014z2, ascaad2016_007y3, 9a27, 53f2, eb22, cb66, 15a6, 298d, bc3f, caadria2015_049a6, ef7c, caadria2017_113x29, 4fdd, ecaade2014_149m34, 4a1d, 4cff, ecaade2015_73w13, e9dd, 444e, b913, 5220, 91f1, caadria2015_188t27, 11c8, eba9, acadia14_189ao, 966a, 69dc, 40df, c4cc, acadia14_153aw, 6cef, sigradi2015_11.165o25, sigradi2013_429c, 360f, ascaad2016_046r19, 32c3, ecaade2014_066n15, 24ee, 41f7, 7bbc, d259, fad4, 7a92, a770, 8ba1, 57cc, ab35, bd7c, 4bfa, 0b05, 1363, 826b, ed90, 57ce, 78c0, 00c6, d822, 06b8, 05b7, 35f1, e394, b998, 6da7, 3a7f, acadia14_177ae, ecaade2016_119o32, acaf, c6c8, 63ed, 4592, caadria2016_045d3, 0338, ecaade2016_213m54, 8f91, d9fd, ascaad2016_045d18, 826e, ascaad2016_032s12, ba88, 6ee4, c36d, ecaade2016_015x3, 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98d0, 491a, 9faa, 7a38, cef3, d89e, c971, ascaad2016_041l16, 7f52, ae6a, ab67, e2f5, b78a, ecaade2014_066u15, ascaad2014_014y7, 7a86, 899c, 947e, ecaade2015_194z40, 963c, 0b37, 76d5, 4c05, 5af3, 17b6, 9fac, 2dc5, 9238, 55ba, sigradi2015_8.289f15, da39, 6ad8, f257, 468c, 6f4c, fa8c, 13dc, 03cd, 0368, fcb3, cb39, 85ef, sigradi2013_117a, a6e8, d82f, e108, a2d5, b22a, caadria2015_126k20, sigradi2014_057r5, cf85, 474e, ca5e, 8aea, ijac201412404z7, ba57, f73c, caadria2017_189f45, 9193, d387, 1f2e, caadria2016_259t11, 45fa, c566, fc36, 32f8, 2c62, a046, e75a, bf4b, a82f, f50a, b54e, ad3b, 5a3a, 4923, ecaade2015_138k28, d078, 3a26, 51d2, e055, ijac201513202h6, f6d1, 9e44, 1f56, 9706, 86a0, ecaade2015_269o59, 5a46, ecaade2016_ws-afuturep67, caadria2015_070b9, bad6, 82e9, 8683, 6920, 65c2, ecaade2014_108i24, 17d3, 0f7b, caadria2016_871j37, e853, 3ef4, c8ed, 8962, 59bf, 11c4, ecaade2016_230m62, 4d78, 4d01, 3c37, 246d, fff6, 26b0, 977e, b1af, 103f, ecce, 30bc, caadria2016_197j9, 95df, ff75, defe, 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caadria2017_016e7, 99f2, 1049, 180b, f1b1, 5308, c1fb, 0c99, d0e7, 3268, 1b9e, e98b, 00e5, ecaade2014_224d58, 1c66, 4dc8, sigradi2014_178o5, f2ca, 752d, 5cf3, b1dc, ecaade2016_208s53, bb0a, b958, d2a3, 0737, c7b8, 49e7, 9a09, 4b84, 3ab8, 46d3, 5b6d, fbc9, 88af, 85f6, 5c7d, 89d4, sigradi2016_637aa, sigradi2013_244o, 02e3, d4be, d5ce, fdad, 8ed9, e48e, bbf9, d930, dba3, 7bf3, bb81, c514, 8d65, 93e4, 65b2, 5375, ecaade2015_17f2, ecaade2016_006v1, 56e0, 0758, ab74, sigradi2015_9.168e17, d597, 934a, f9b2, caadria2015_086m13, 4555, 3883, 3ed8, 258f, ee1e, b09a, bc7f, 8969, 635a, 9c89, 494d, 55e0, 5423, 6f2f, ecaade2015_172b37, bd0f, c8c1, 62eb, ecaade2016_223e59, af15, 7441, 659a, ecaade2016_007b2, fe55, sigradi2014_265u1, 45f0, 0977, ecaade2015_297s64, 016b, ec85, acadia14_487h, acadia14projects_63ar, ijac201513303e11, 3f7d, 72b1, f0b4, d5fe, 49f9, e476, bdb2, caadria2017_043g14, 98af, f44d, b9a7, bc06, 1f43, ecaade2015_241e55, 3843, 12f0, b0ed, 63e7, acadia14projects_333au, sigradi2016_383jj, dbf3, ijac201412302g7, de00, 0bd2, 72b9, 7d36, caadria2016_745f32, c5b9, 6765, 9cf8, 4c8b, 33bc, d518, 2dd5, c0d2, 75c7, fcb7, sigradi2014_347r10, e8b2, caadria2017_002i1, sigradi2015_11.196i26, d48d, 4b3a, f97c, 67a3, ecaade2015_256b58, cd51, 54ec, ecaade2016_068w17, 7159, caadria2015_070i9, d138, ec15, 62ab, 7885, 4f54, 7efb, eca1, 2446, 8ef3, 0999, b5f1, 9592, ebdf, 6480, e152, b196, caadria2017_101i27, 0eb8, sigradi2016_375i, 3573, acadia14projects_661j, 8b9d, 7ac9, 7ada, f654, d509, ecaade2015_113r21, 6502, 0fb7, c3ae, 08c6, 7d08, 1a1b, 4ace, 93ad, 375d, sigradi2014_084a8, 14e8, 0380, 53f3, sigradi2014_079i7, 4ccb, 0607, d9e1, 6728, 52ca, d9f6, acadia16_424f25, e419, sigradi2015_3.209h4, acadia14_63ao, ecaade2015_115a23, 6c53, c468, 92db, ecaade2016_104r28, fdf3, a0e4, cf9e, 6202, 7907, 6fea, 2fe1, sigradi2016_737ee, 9a8b, 8509, e67b, 26b9, 5866, caadria2016_663v28, c9ba, a9b8, 16ee, ecaade2016_123f34, 9e52, 74fa, ecaade2016_094r25, 89b9, 2fd2, cb9c, ascaad2016_057r22, sigradi2014_015b1, 5689, 3e7b, 4abf, 1a0b, 82c5, a1a8, 2250, a165, 17b3, acadia14_199ao, 6a79, 2feb, a273, 0784, ijac201412205f4, 9452, ad18, aafc, caadria2016_405g17, acadia15_95m3, 7515, 6a5e, 8cfb, 3dc7, ec1e, 2e37, sigradi2016_674jj, 91eb, caadria2017_023g9, add7, 93b1, 6898, d608, aff0, 62ee, 3ee2, f604, acadia14_101u, df71, 3e99, e08c, e9f6, f36f, 8fff, ca75, acadia15_123l4, 9426, a338, 10e2, e7c2, 0507, 7f3a, 1f81, 9cd4, 976f, 89a1, 2cde, 9132, acadia14_479ax, bfb9, ecaade2016_165z46, 554e, 1c42, 1353, b7da, d299, 5b68, caadria2015_162z24, 8bf0, d5a3, e6ed, 49e4, ace5, e2e9, 83aa, c09f, 38d5, 7dd4, ba96, 1bae, ecaade2015_185m39, 8ad7, c6c6, 5017, 84b0, deb9, 9bf7, 4eb5, 0a07, e105, 7a59, acadia16_342d20, 1895, 53a3, ijac201513203w6, acadia14_671x, 850c, a041, e6c1, 750d, 2e1d, f5c6, a96c, 39a7, 9560, 98a8, 5833, 10d0, f6d2, 4a85, ecaade2014_240j62, 5ead, da6a, fbd2, 0f9d, 06f0, 6bf7, c588, f071, d740, ecaade2016_091h25, 887e, 2f33, 8d14, 8927, e415, ascaad2014_008a5, 36ce, bd87, acadia15_443c19, b03f, ecaade2016_068d18, 82ab, 332c, ijac201614407w4, sigradi2015_7.146a10, c176, 6eff, caadria2017_104b28, 2641, d5c2, 7ef2, 616b, acadia14projects_609ai, acadia14projects_531o, ijac201614201p6, caadria2015_070w8, 5925, 8d5c, sigradi2013_28k, 9aa7, 7ae5, a3e4, 9912, 7573, 7d3b, 2ec7, dfdd, 6ed5, 68f7, aa76, 45c0, 4b27, ascaad2016_035x13, fa1f, acadia14projects_301ax, ascaad2016_016s6, 1d67, 312a, 56d3, 96b3, 0ae4, ec24, 6957, 3c5a, ecaade2016_062d15, 1019, d6f1, 4932, a2f7, 6c5e, ecaade2014_173b43, a74c, 5dc6, 078b, ecaade2013r_004w3, 68f3, 3984, ijac201412205r3, 03a2, sigradi2013_138u, 4621, 7067, ijac201614105l5, 093a, 2d38, caadria2016_301i13, 0d2d, 8e62, c89e, sigradi2016_792m, ascaad2014_017n1, dfa0, 0875, 0ff2, b738, caadria2017_035y11, bc57, caadria2017_023i9, 5106, dfc9, 44e9, 96be, acadia16_352u21, c664, 618d, ijac201513101l1, 74cc, 5e6d, caadria2017_079y23, bd85, a052, d8b4, ec7d, 4d16, 7e36, f85a, f2df, e205, sigradi2015_11.71i24, ecaade2016_102w27, 278a, 6431, 1f0c, cd08, f743, 497b, c75f, 67d0, 6b13, b774, 94b2, ascaad2016_003y1, 0bf2, 4aa9, cb74, 7f6c, c39c, 504f, bef9, a5a8, 8e5e, 1922, 1519, b9d0, c815, 082e, 89cf, c051, 1bda, 3c7a, b9be, 0a74, ea4e, 93a4, f4ab, bac0, 2a1b, ijac201614102v2, 701c, ecaade2015_37f7, 5fb4, 8178, acadia15_381t16, ecaade2015_127y24, 428a, ed4f, 263d, ad77, 5cbe, ecaade2015_293y63, sigradi2015_3.65n2, a77c, c5d7, c994, 9482, 44a6, 8ea0, a626, 0468, be12, 0948, acadia14_517s, f626, aca6, 39b1, 3dec, b77e, caadria2016_045j3, 5362, caadria2016_157w6, 8538, 991a, 5a9a, 97ef, c0c9, ecaade2014_066v15, d91b, 364a, ea44, dc03, acadia14_709ar, sigradi2013_411, caadria2015_015a3, ecaade2016_166w46, 3238, eaf0, e3bf, dab6, ijac201513201t5, 0681, f424, 9f47, ae83, 6a98, 65ba, acadia14_681ah, b277, e639, 6b62, 4ba2, d46d, sigradi2014_172v4, sigradi2014_273r2, caadria2017_142r37, 3452, 90ca, 8da5, d1e8, 75ee, b955, ijac201513103w2, caadria2017_113w29, fea5, 02b5, 840f, 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ascaad2016_038w14, 2fa5, 4776, 974e, a0ab, b9df, d91d, d9b9, 87af, 4ac9, 65fd, 8b11, d7e4, 891a, 5844, 5d6c, 2299, 8610, ef15, 3811, sigradi2013_268i, e03c, 0114, 6842, f7b4, 5df3, eebe, 93fb, aa3f, b8f8, 6fbe, b55a, 3661, ecaade2013r_005k4, ecaade2013r_008p5, c741, 42ed, 61c1, 7b11, e2fd, ecaade2014_016e4, 7ac4, bd08, 423c, 51da, b7f5, 6219, cd83, aa01, sigradi2013_32, 209d, ecaade2016_046t12, dd3c, 936b, 5110, dfc1, 0fc1, sigradi2016_490nn, 2947, d739, ascaad2014_022s4, sigradi2013_401, bf8f, 7e50, 8b73, 9254, acadia16_214j14, caadria2015_108o16, ascaad2016_008f4, 1aba, ecaade2015_77c15, 2d28, fdab, f802, 2ff2, sigradi2016_710ee, c78d, f82b, ijac201614402s1, ecaade2016_073e21, a20d, 63f9, 7ed9, 614e, 5d82, ef36, 9b2a, 1c6e, acadia14projects_167ab, 2ab1, 20cb, 13d7, ijac201513206t9, c1d3, 5a07, f972, 6c62, 7341, 054c, e141, 11e0, 7e2a, ecaade2016_154h42, d8ac, sigradi2013_381, a478, eb53, 221c, bbb5, b776, 96b1, f828, d2ed, sigradi2016_448hh, 14ec, f4ad, 3815, ed33, 0e1e, c7cb, ba8d, 0e06, 479f, sigradi2015_9.152p16, ac45, caadria2017_142d37, acadia14projects_115ag, 8d3b, 0918, 18a5, bdf9, d57b, 646d, 7777, 1226, ead9, 8885, 13bb, 7389, 20da, 0f4e, b7b6, 2bbf, f21b, adf7, d768, 9762, 4df8, b503, 97a5, a4fd, 4605, a9d2, 5e34, c699, 5a85, a6d5, ecaade2014_084n19, c4db, e43a, 57eb, 6089, 323f, f46c, e918, 9bd4, 846b, d5f8, 2b3b, 0477, caadria2015_126w20, b876, ce2e, 4d08, 1631, f005, 230b, ascaad2016_007u3, 25f5, 3b52, 2877, 79ab, 7f89, 1526, ecaade2016_002a1, 0511, 896c, ecaade2015_325b71, 04b1, ecaade2016_167o47, caadria2016_415z17, b131, 8237, a169, 8cc9, 6fdf, 1eb9, 0e10, 87b5, caadria2015_023w3, 8a43, e381, 5394, 8b00, c798, e74c, 97de, caadria2016_569d24, a6b4, 18fd, acadia16_164v11, 00eb, ecaade2016_038e10, 2b8a, 946a, 72fa, caadria2015_087b14, 4bad, b4cc, decc, 4252, c3c6, 7e4c, ecaade2015_185n39, 848a, 7f43, ascaad2016_046m19, df70, fae6, acadia16_280i17, 4499, 69f1, caadria2016_663j28, baaa, ecaade2015_265s58, c68e, 6861, b509, ijac201513302b10, d190, fc88, d39e, 6f54, dac7, 3042, 1208, a8f9, b373, 2fd5, e082, d055, 26b8, d4bb, 2e96, d493, caadria2016_683e29, f74c, 7a53, acadia14projects_539f, sigradi2015_sp_12.402t31, 75d9, acadia14projects_699m, 2357, a367, 1a9f, 529f, 2668, bd44, 445e, b0f4, sigradi2015_9.347p17, b5a0, 1d68, 7ea6, ijac201412305u2, sigradi2014_345w8, ea78, c7f1, daef, 4fa7, 6bd9, d4a9, 5a18, f5eb, d441, 01d7, 31e0, 82f3, 3923, sigradi2014_052p5, 0230, caadria2017_051i17, 6ab0, b571, 73d4, 017a, 9f72, 0488, d99d, dc1c, 7c62, 4255, acadia16_98k7, ed5b, 3145, 83fd, 2145, 700e, a7dd, ecaade2016_063m15, 15b1, 6ae4, c6fc, 1ca9, 6f99, caadria2015_081z11, ecaade2014_020s5, acde, 2375, 7f80, fca2, 2045, dec9, 040c, 1b7a, 120f, caadria2017_003f2, 34a2, 7860, 5897, 3260, ecaade2014_206v53, 8a20, aec7, acadia15_343z14, 0521, 1e09, 8b21, ecaade2015_129n25, ddcb, d600, c046, 4d69, 54ad, 2d37, acadia15_263d11, 069b, 7ea7, 1a17, fa81, 9492, ecaade2013r_003e3, 14d8, f6ae, 81ca, 9502, 7304, 5062, acadia14projects_463r, 6466, 1d42, c75c, 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35a9, 4598, caadria2017_067i21, 2e98, 7368, ecaade2013r_009g6, 29a5, 0364, 9a25, 613d, 6566, 4c38, 9e2f, 8783, d35c, caadria2017_047c15, ijac201614309m6, 6d67, caadria2015_130b22, 52c4, 1ab9, 7282, acadia14_453e, 1c56, eb7d, acadia15_483v21, fb49, 3cf6, 7f53, b173, d1ac, bc0b, sigradi2016_364pp, c7b6, sigradi2013_263p, f691, 624e, 5608, 0458, 78b2, acadia16_414w24, 5a78, ee86, 68ab, 01ac, b3f7, fc3c, 6d76, 7012, ecaade2016_164l46, bda3, 7149, sigradi2016_435dd, 482d, sigradi2013_401p, 2379, ecaade2016_032u8, 881e, 9407, 07b7, caadria2016_611b26, 384d, 6185, 88b9, sigradi2015_1.305e1, caadria2017_118c31, e699, 6409, ecaade2014_214l54, 9ed1, b6df, 2173, 929c, caadria2016_301k13, 02db, d15f, 6e40, e529, b4d2, 7083, ijac201412204p2, 4a9c, eb27, d6f0, dcc7, ijac201614405y3, 0f8c, ascaad2016_052j21, aaaa, 99ba, f92b, f581, d4fd, 31a3, eb26, 5a3e, 2983, ecaade2016_083f24, b859, 4cf7, acadia16_382a24, 95eb, de1a, fa22, 6715, ecaade2015_15y1, d56a, ecaade2014_144z32, 4fca, ecaade2014_168j41, acadia16_432n25, caadria2017_104u27, a4dc, 3682, sigradi2016_724uu, dbc2, 9e8b, 4bef, 1690, sigradi2013_234j, a76a, 9d2e, acadia14_125v, a515, 991c, 0a1c, c870, ecaade2015_318n69, ca73, bc42, cb42, acadia16_34i3, 34c0, 07fb, 5fd4, 4d58, cb8a, 0fec, 1e9d, 8cbd, aae0, bc4a, 3de1, fb7e, ascaad2016_021e8, acadia16_372c23, da97, abfc, ca79, 22d8, 36fa, 70db, b260, ece7, e779, acadia14_463s, 6cac, ecaade2014_184o46, 52e9, 7c34, a0bd, 9bb1, b40e, 0597, 2824, 3a2c, 1148, 0fc2, ecaade2015_94i19, d755, 98ee, 7cec, c542, ca6b, fe24, ec7c, 15c3, 222d, acadia14_117b, acadia14projects_117c, 4847, 7cad, 7ed0, e633, e0e1, 6eef, ddd4, bf24, ecaade2013r_003j2, b0f6, d308, ascaad2016_007k3, c71f, 96ef, 8d84, a150, 153e, ecaade2014_184g46, 6e08, 8507, sigradi2013_238, c2b9, 3c54, b966, 8512, 1c2c, ab3c, sigradi2016_815ii, d5c1, 31dd, 5638, 1e57, 2c02, 9f9b, e5b8, ascaad2014_022r4, 646f, 2bc2, ecaade2016_216a55, ecaade2015_171c36, 17a2, acadia14projects_435av, 668f, caadria2017_070u22, ijac201614202w7, acadia15_497k22, 6b90, b764, e2f0, 5ab2, f727, 03fe, 7fdb, 730a, acadia14_681aj, e821, 72d2, 97c0, 8fe4, 7105, 50bf, 291b, cf9d, acadia14_111f, 62f7, 34b1, 91b6, 3631, ijac201614201b7, ff13, 71b4, 52ce, 7915, d51c, ecaade2013r_002i2, de16, 1e94, 5a09, ecaade2015_333g72, 3703, 233a, f351, sigradi2014_172y4, ad1d, 9d64, cdb2, 6943, 0d0e, ecaade2016_190s50, 862d, b1f9, 2c64, 70c7, c8df, 9444, 5eaf, sigradi2014_214e8, 4e29, 53a8, ascaad2016_028l11, a398, 14ea, eee4, e03d, b5c4, dc31, 3379, 06b9, f878, 7c27, add9, b41d, acadia15_343f15, ijac201614101c1, 9bcf, b12c, a898, cf95, dd34, a6e6, 5760, cc32, 14a5, fcf4, 9000, 0d02, dcf0, ee83, 61a6, bc8e, 713b, acc2, caadria2016_703h30, cde4, 60e7, 2903, 4948, ccf1, acadia15_323u12, 68a3, a8a1, caadria2017_008x3, 81a9, 48fb, 620a, 148d, 0926, a7e1, 65ec, caadria2017_027m9, 420e, 9fc4, 2550, 2da2, 0e8e, 7c0f, 3073, aafd, cc0e, 2bee, caadria2017_095c26, sigradi2015_3.370y5, a944, 4903, sigradi2015_12.107i27, 1cb5, caadria2017_041b13, 56e6, 03b6, 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ecaade2014_140l31, ecaade2014_240m62, 69f5, 5c9f, f1af, 593a, ecaade2015_215u47, d0dc, 40bd, d20c, ecaade2016_067h17, ecaade2016_021w5, 8f13, 3225, sigradi2014_048x4, bec3, edab, ecaade2016_193n51, 18e7, ascaad2016_044x17, edf0, sigradi2016_611n, caadria2015_070u8, 0c3a, c45e, 1bec, a3ea, ascaad2016_049p20, c889, acadia14projects_463g, 56b8, 36d6, ecaade2015_207k46, 6859, 75f8, caadria2015_064m7, ijac201412405k8, e797, b8cf, 6777, 174f, 7b5e, 547c, fdf4, 178b, caadria2017_052v17, 754e, 13b9, caadria2016_095s4, 4b8a, 080f, aa77, f628, 1ec4, 801f, 262c, 2e43, 1768, acadia14_619ap, dd17, sigradi2016_440ff, 4006, 64d4, 4f02, ef71, 2482, acadia15_81u2, caadria2015_208x30, f72b, 37af, faf6, d1ea, 3d30, e0f6, 223d, 0173, 961b, sigradi2016_560cc, 104f, af86, a274, ecaade2016_102y27, 190b, acadia14_101ab, caadria2015_237n35, 19c4, 134d, ecaade2016_ws-dleade68, 9a7f, 83e5, 0330, 6e60, d7e3, ecaade2016_104y28, a200, 380f, 60b6, 2eb6, 3f53, 3608, 4a9e, fe0f, a092, caadria2017_018x7, 4c32, 6e35, 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ascaad2014_001a1, daa3, 0753, ebf4, 9bcb, 005d, 15a8, fd7c, bee3, cf1b, d752, 33fd, 640e, 0c61, 491c, e455, e662, ecaade2015_280b61, acadia14projects_579e, fa1d, sigradi2014_018l1, 9466, 32a9, 4a62, 1400, 8055, 1848, 7d74, fd71, 212d, 13e5, c53e, ecaade2016_tkop66, 362b, 19d0, e652, 76af, 242f, 48e3, 6ec8, 1c5e, 97c8, f995, 5ded, 0b39, 4134, fd38, 5c2f, 23bc, 3403, 4fcd, 1a3c, 4219, acf1, 9e94, 376b, 45c6, 93ea, 2347, f5cf, 35e4, 45b2, ecaade2015_314j68, e7b4, 2ed9, ecaade2015_265p58, a44f, e823, 5d8e, 0416, sigradi2014_080n7, 202d, 658b, 33b1, 42e3, 6970, f4fe, 0c11, 6fb7, ec30, 068f, 186d, ecaade2016_208n53, f5b6, f73b, 3bb8, 76eb, sigradi2016_382dd, e11f, cfb9, 79ea, acadia14projects_101ag, sigradi2015_2.213v1, 5914, ed88, acadia14_463n, c3e8, 95d6, d313, 86a5, e6a4, 93e1, c4e4, ca3f, 4407, 9ff1, ascaad2014_023a5, d200, 3bce, 23cb, ijac201614205g10, 48f9, 594a, ecf2, ijac201412401o3, 6e03, e553, ascaad2016_017b7, 69cd, 08e5, 0461, acadia14projects_199ah, 0163, ecaade2016_033g9, 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0014, 5654, c2d6, 51aa, baeb, c79d, 56cf, a32b, 9d29, sigradi2015_11.165r25, 9871, acadia14_427ar, 1158, b106, 7966, 7d6b, e5ae, eee3, d9ae, ijac201614102u1, 5b93, 176f, 7e30, 1e20, fa5c, 1af3, ecaade2013r_009b6, be4c, ecaade2013r_009h6, 827b, ascaad2016_041p16, 4c0a, bd8c, 6577, c1e1, 981f, b39f, cb3b, fbf8, sigradi2014_314p6, c0aa, ecaade2014_184e46, 2f77, 477b, 3ec6, ascaad2014_005t3, a7d1, 86ac, b404, 5a7d, 79fe, 0026, dde6, b389, a3ff, 2a27, ijac201614402u1, b150, 340d, c7b9, 1c14, 62ca, 7d71, f0c8, 8484, 98a1, 14a7, 5cc5, b7a0, 1565, ecaade2015_161l34, 8c6e, 1bb2, 10ea, 943f, 4946, 53a6, caadria2017_029t10, 90b3, 9d71, 9230, 878c, 38b3, f063, caadria2017_174g42, 3328, f751, ecaade2015_209v46, 86ad, sigradi2013_390z, 2b6d, ecaade2015_92l18, 3ff7, ijac201614103n3, 2508, caadria2017_021e8, ace3, 2994, 67ac, caadria2015_004r1, f5b1, cfa6, ef97, f4ae, 00df, 8ee6, 292d, cfbd, d403, 17b0, 8fae, 1e91, 3e23, ascaad2014_013x6, f8b7, 7d8a, d6ad, 0ff9, caadria2017_104d28, 2c49, aa8a, a5d6, 2a0b, 8907, caadria2016_281j12, acadia15_195b8, 44be, 3887, 4023, 7d85, 4b9e, 7cc3, a42b, a2ec, sigradi2015_10.7h18, 4bb3, ef6f, 1ec6, 8456, 7710, 172d, 8abd, bcba, 0e54, 311d, d44a, ijac201513304c12, 1926, caadria2015_213s32, 54fc, 493b, 77b6, 7a89, 7c5d, b44e, da34, 1abd, 10c6, 84cb, 7197, e9ec, 077b, a831, 7adc, 791d, ijac201513203f7, 1914, 663c, e4ff, 844a, 3f55, 3e6e, ecaade2014_141f32, 8cd9, 7437, c939, 8613, 58f6, 12d9, a714, 668c, a0c4, 25a3, 7842, f11c, a0f5, ecaade2016_161x43, 1988, b8d4, sigradi2015_3.221t4, da8f, 9355, sigradi2015_8.289h15, 4973, 8c16, 2848, 7242, 73ce, acadia15_451a20, 7679, f1e5, 5fa0, 14fa, a5ca, e045, e0ce, 5781, 0aea, ed76, 6913, cafe, 8129, 70d2, 2487, 39e6, caadria2017_124c33, 32e0, a77f, fd70, ascaad2016_045t18, acadia15_497i22, a067, 60c7, bdda, 9e00, 1581, b2e6, d587, d33b, b22f, sigradi2014_281g3, sigradi2014_265v1, d8c0, 75ec, ecaade2013r_003u2, b6da, 1652, ecaade2016_132g37, 4635, 028b, 2d3a, 3861, 6c66, d1e0, 8680, ijac201513303s10, c395, acadia14_627ao, 6b04, caadria2017_104v27, ascaad2014_030y8, ijac201412303k8, f917, 8764, 1bfd, d0d4, 783c, ecaade2015_100o19, 9202, 74b6, 0138, sigradi2016_448aa, a01d, b7a7, 780c, 265b, deb2, sigradi2015_11.34z23, ijac201412404e8, b4a5, ijac201614307r4, d395, c173, fcca, ce6b, 805c, 238f, 88ee, 8c61, 2ea9, 4fa2, 62d8, 617e, 5801, 5d4e, 5cf6, a996, 0da5, deb7, 2369, de45, f4f1, 2583, 48eb, 2afc, ecaade2016_007j2, 6110, 8a57, 52ae, 4e74, 931e, d794, 8af0, 68ff, 808c, a1a6, afa7, 8de0, 02c7, 738d, 52ea, 8dc2, ecaade2014_096x22, 7eca, sigradi2015_6.183n8, 9f71, d193, 9794, c0a1, 185d, ecaade2016_078c23, acadia14projects_375k, fb91, 96d0, 9028, ecaade2015_161e34, 4cef, 4f4e, b3a2, a494, 63e5, 0991, 5ca3, 5c3b, ecaade2014_224s57, sigradi2014_032b2, 2096, 7e65, 0799, 9759, ecaade2014_196e51, b3d6, acadia16_224v14, a67b, caadria2015_111o17, b803, 6a2d, acadia15_223b9, acadia16_184j12, 5e0c, acadia14projects_619av, 75a7, 1252, cc7c, 2f43, ascaad2016_051d21, f9d3, caadria2017_052z17, acadia14projects_43ao, b89c, e957, ijac201614204x9, acadia16_382t23, 57d1, ffd7, sigradi2015_sp_4.388z29, 8b6a, 5555, 8ec9, 1844, fe95, 3f62, 0d66, sigradi2016_792n, bbb0, ecaade2015_138c27, 9396, 6397, 8b2e, ecaade2015_38t7, 93d7, 965f, 8edc, dd3f, ede7, 4c08, 4907, caadria2015_194r28, caadria2016_621p26, ecaade2014_168z41, sigradi2016_764g, 5343, dcf2, 1347, sigradi2016_534nn, d3b5, acadia14_101ad, 0490, 8c43, b69c, 3039, caadria2016_457o19, 6dd6, caadria2017_055r18, ecaade2014_112x25, 5afc, 08ff, 2da0, b81e, sigradi2016_450oo, 318a, f57c, 1ccb, ijac201614102s2, efda, 66db, 6b88, ijac201614201a6, cd5e, 1777, b191, 2b82, 9f88, sigradi2015_10.7l18, 59a5, c164, cad6, 14be, 1a0a, b674, 3c3d, bc70, d76f, d5ec, 486a, ijac201412408o1, ecaade2014_030k8, 698a, ecaade2014_153v36, 5146, aa73, a29a, caadria2017_081t24, sigradi2013_411n, acadia14_53u, ef5c, ecaade2014_191v48, acadia14projects_479k, 5b1f, fa80, ijac201614201w5, 024a, 87c2, sigradi2014_281h3, 826d, 633d, 8d2a, caadria2015_139y22, 65d9, 004f, 9974, caadria2016_611h26, ecaade2016_162o44, fd4c, sigradi2016_448dd, caadria2015_010t1, 6ae1, 044b, sigradi2016_814r, ecaade2014_186x47, 6dda, sigradi2016_381l, d17b, ecaade2014_052j13, f509, 2e69, b257, 55af, d9cf, bc16, 8fc6, d0be, 3a51, acadia14_619an, acadia16_224m14, fba4, 0270, acadia14_357a, 8737, dc1b, ijac201412402k4, ecaade2014_060v14, 20d5, 6a5d, 3e7d, f2eb, caadria2016_445z18, e174, efa8, 6921, a7f0, c8eb, b09f, ecaade2015_237n54, a11a, 3445, 6630, 9dbd, c57a, de92, 5367, 8b85, cbb6, 11bc, f32c, 5bc8, acadia16_326r19, fb68, ea25, 69ca, ecaade2015_53s8, 070f, 6119, 1e08, 4354, 5f37, caadria2017_004i2, ecaade2014_023r6, 43ca, 7c06, sigradi2016_470y, caadria2015_237l35, ecaade2015_155f32, f3b1, 374c, 1aee, fb73, f1c0, 6354, 4a27, 6f8d, sigradi2014_080j7, 28f2, 34b4, a85c, a078, ecaade2016_118m31, fca9, 741e, 1067, ff0d, 2695, d31c, ecaade2013r_009w5, 7a8c, e421, 3ed4, 1cc5, sigradi2015_3.11d2, ebb5, 09c4, 1a48, sigradi2014_178l5, e8d7, 1a83, 030a, d669, edd3, b2af, 66ea, ebcc, 882f, 325d, 10e0, 15fc, a13d, ecaade2016_123u33, acadia14_463t, 00f9, 89bb, c02a, 5336, 38ea, 427e, 553f, b6d6, 7638, b8a3, dc4a, ecaade2013r_004z3, 8ed2, 6676, ecaade2014_052h13, 535e, acadia16_402r24, 03fa, 1750, 7807, ijac201614405o3, c470, 6912, bb9d, 4291, 5e4c, 14ca, 675e, 20db, 7e70, 2cd8, 6d7f, 0f36, sigradi2016_809tt, ecbd, caadria2015_081g12, e83e, 2ddc, aae6, caadria2017_085b25, 5a66, 29ef, acf2, cb59, 2fa2, 7ac5, 06af, 8f61, b829, d257, ijac201412301a6, 5324, 6a3e, ff90, ijac201513201n5, acadia14_479s, 0845, ca86, e732, 9342, caadria2015_060z6, 09a2, 25f6, b788, 4fa8, 570c, c3ba, ecaade2014_173l43, bf56, 4985, 5715, 841b, 92bc, f243, 06ef, 9133, 5065, c518, 92f1, 399c, 137d, 1118, 3da8, 1428, 9883, a340, 88a7, a919, 43e3, caadria2016_601j25, ecaade2015_229d51, beb9, f88c, ijac201614207j11, 537b, caadria2015_208c31, 613b, a362, 570b, abfa, 951b, 9fb5, dace, 9c4d, be2d, cf77, c7c6, ascaad2016_023d10, acb8, fae1, sigradi2016_515g, 7a7e, 1ff0, 78ae, ijac201614309r6, c80c, efb3, 958c, fbf3, 5bac, 1803, ecaade2015_284p61, ecaade2015_13j1, 4a03, 3f90, 6b07, 224a, 0be4, ecaade2013r_003k3, 1f31, e91f, a48b, 35af, acadia14projects_579l, ecaade2016_130z36, ijac201614302l1, 2bef, 88d7, 1b0d, bf2d, 0793, 657b, d046, e8d2, acadia16_270h17, ecaade2016_025l7, 5d77, c352, ff1f, 7934, a3a4, 30e6, 87ae, 4543, 1df7, 3880, b678, 114f, 7ba3, cfac, bd12, de5b, 4301, 8a5c, e3b6, e51d, sigradi2015_10.220f20, ecaade2016_071t18, 1e1a, acadia16_260t16, 8041, 2a89, f3f6, ecaade2016_065f16, d1cf, cfab, 7ee0, cafb, e7d9, acadia16_234f15, 65fa, 4c7c, e7a2, 35b5, 18a7, 6bec, 4fa5, 6d40, e226, a357, f706, 32b1, acadia16_440d26, 7634, e84a, 3900, ecaade2015_248m56, 1f3f, 374f, 2bf0, b5ac, d09e, 62c5, acadia14projects_671k, c491, 0221, a06b, 7d02, 1216, sigradi2015_3.65y2, 976d, ecaade2014_157w38, 45eb, 9622, 353d, 9c6c, a2d3, 7bbd, d717, 1380, ecaade2016_002h1, b09e, 298c, ijac201614207k11, 4c27, cb24, 4728, 1641, d6b1, 903b, bf63, 2ddd, 9456, d3ae, 2386, 1b8c, 10b1, 7e1f, d26c, 23e6, ddfb, 0765, ecaade2016_045h12, f9be, d4f1, 45cf, 0099, 23c1, e3cc, 7957, 7c9a, b213, 981d, 01e7, d975, ae93, 48a0, 9850, d5b3, 7427, ecaade2015_246a56, 918c, 113f, 1e30, 1191, bf0a, 9087, ea69, 09f0, 8e8c, e6a0, 12a4, b28c, acadia14projects_487i, 7d63, ijac201614401f1, df3d, 4575, 615d, acadia16_298o18, 7b9a, c5fa, 281c, ecaade2016_068l18, ecaade2015_268h59, 430c, 5c06, 422b, f3de, 634f, sigradi2015_3.394d6, 9ee5, sigradi2016_430n, sigradi2016_446k, 0c2e, fe6e, f4d0, sigradi2013_194l, 9921, b683, ba11, ijac201513206c9, ecaade2015_59d11, 893a, 9716, 718f, 8d9b, e2a5, acadia16_106x7, 89b4, ea83, 790d, ff37, e0c1, df68, f33f, c8b1, 4f2e, 6077, c7e7, d300, f7ff, 70ee, 02cb, dddf, f54c, 2e41, 90e1, ascaad2016_022l9, e39c, e65d, a2e6, 34cc, c774, 21ec, b0c0, ec4f, ecaade2014_078r18, 1f7a, aa45, 3326, ijac201614403k2, e322, d01e, 19b8, dcaf, ad53, 4306, 31b1, caadria2017_104y27, a379, sigradi2014_032h2, ijac201614102v1, 4ec7, 3599, ac01, c1d8, 2605, 513f, c6b2, caadria2016_425g18, caadria2017_132k35, fe1f, 3469, ecaade2014_140o31, a5c4, caadria2015_130h21, f26d, ecaade2015_235r53, d3dc, 9f28, ascaad2016_025m10, e3c8, acadia14projects_453k, 2229, 5baa, 1635, 5492, bf7a, 6b3f, c735, 37dc, caadria2017_124d33, 4458, 4e62, sigradi2014_263f1, f27e, ecaade2015_269p59, ed6a, 6d9c, f84b, sigradi2016_524bb, 590e, 5ffc, 78e3, 67d6, 3f1c, f971, acadia14_531l, 8060, acadia14projects_531u, 13e0, 485b, 403e, caadria2015_065y7, 8461, acadia14projects_699l, 6bd2, effa, fdaf, c135, 3caf, ecaade2015_317e69, fa1c, 87d5, 44eb, c1d4, a91e, 5245, 6b91, 29a7, e23d, ef91, 0446, 282d, acadia14projects_63b, 22bd, 7aac, ecaade2015_303z66, cb83, 7097, ecaade2014_162t39, acadia14projects_435ar, sigradi2014_345p8, f753, 485e, 024d, 3b75, 3baa, 5674, 1aa5, 4b4f, f8d9, e27d, 6926, d66e, 88b8, 9f40, f282, cdc7, d967, 1256, 635b, 9f1a, 822a, ijac201614208z13, ijac201412403x6, fdff, a8ec, b8fb, 69ed, e18d, d2da, 53a4, f02a, acadia14projects_229i, e50a, d2ad, f0d7, 3b3f, 0d62, 5757, ijac201614403h2, 759e, 0c36, c605, sigradi2016_512a, acadia14_565af, ecaade2015_116l23, caadria2017_081x24, acadia14_91t, f20e, f444, ecaade2016_018x4, 5d4a, 197f, 2d74, 95e8,