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Analytical expressions to estimate the effective piezoelectric tensor of a textured polycrystal for any crystal symmetry

Buroni, Julieta L.; Buroni Cuneo, Federico Carlos; Cisilino, ,Adrián P.; Melnik, Roderick; Rodríguez de Tembleque Solano, Luis; Sáez Pérez, Andrés

Abstract

This work introduces a set of analytical expressions that simplify the procedure for obtaining closed-form formulas to estimate the effective piezoelectric properties of polycrystalline aggregates formed by crystals of all the 21 non-centrosymmetrical classes, with arbitrary textures. These expressions are derived from the orientational averages of third-order piezoelectric tensors of individual crystals, weighted by orientational distribution functions. The averaging employs generalized spherical harmonic series expansions. Improvements over previous works are notable in two main aspects: all crystal symmetries are considered, and no symmetry restrictions are imposed on the texture. The versatility of the introduced expressions is demonstrated through an example of BaTiO3 polycrystals with uniaxial and biaxial textures characterized by single and double Gaussian distributions, respectively. The results for uniaxial texture align perfectly with those published in the literature, while the biaxial texture is discussed in detail and analyzed for a set of limiting cases.

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Depósi o de In es igación de la Uni e sidad de Se illa h ps://idus.us.es/ This is an Accep ed Manusc ip o an a icle published by Else ie In Mechanics o Ma e ials, Vol. 151, on Decembe 2020, a ailable a : h ps://doi.o g/10.1016/j.mechma .2020.103604 Copy igh 2020 Else ie . En idUS Licencia C ea i e Commons CC BY-NC-ND Analy ical exp essions o es ima e he e ec i e piezoelec ic enso o a ex u ed polyc ys al o any c ys al symme y Julie a L. Bu oni Facul ad de Ciencias Exac as y Na u ales, Uni e sidad Nacional de Ma del Pla a, Deán Funes 3350, B7602AYL, Ma del Pla a, A gen ina Fede ico C. Bu oni E-mail: [email p o ec ed] Depa men o Mechanical Enginee ing and Manu ac u ing, Uni e sidad de Se illa, Camino de los Descub imien os s/n, 41092, Se ille, Spain Ad ián P. Cisilino INTEMA & Depa men o Mechanical Enginee ing, Uni e sidad Nacional de Ma del Pla a & CONICET, A . Juan B. Jus o 4302, B7608FDQ Ma del Pla a, A gen ina Rode ick Melnik MS2 Disco e y In e disciplina y Resea ch Ins i u e, Wil id Lau ie Uni e si y, 75 Uni e si y A e W, Wa e loo, On a io, Canada N2L 3C5 Luis Rod íquez-Tembleque and And és Sáez Depa men o Con inuum Mechanics and S uc u al Analysis, Uni e sidad de Se illa, Camino de los Descub imien os s/n, Se ille E-41092, Spain Abs ac . This wo k in oduces a se o analy ical exp essions ha simpli ies he p ocedu e o ob aining closed- o m o mulas o es ima e he e ec i e piezoelec ic p ope ies o polyc ys alline agg ega es o med by c ys als o all he 21 non- cen osymme ical classes and wi h a bi a y ex u es. The exp essions a e de i ed om o ien a ional a e ages o hi d-o de piezoelec ic enso s o he indi idual c ys als ha a e weigh ed by o ien a ional dis ibu ion unc ions. The a e aging is done by using gene alized sphe ical ha monic se ies expansions. Imp o emen s wi h espec o p e ious wo ks in he li e a u e a e wo old: all c ys al symme ies a e conside ed and no symme y es ic ions a e imposed o ex u e. The e sa ili y o he in oduced exp essions is demons a ed on an example o BaTiO3polyc ys als wi h uniaxial and biaxial ex u es cha ac e ized by single and double Gaussian dis ibu ions, espec i ely. The esul s o uniaxial ex u e a e in pe ec ag eemen wi h he esul s published in he li e a u e. The biaxial ex u e is discussed in de ail and analyzed o a se o limi ing cases. Manusc ip File Click he e o iew linked Re e ences A e aging piezoelec ic hi d-o de enso s 2 1. In oduc ion Piezoelec ic ce amics (Uchino, 2017) a e gene ally used in he o m o a collec ion o pe ec ly bonded piezoelec ic c ys als wi h a la ge numbe o dis inc pola iza ion o ien a ions. Mac oscopic piezoelec ic p ope ies o he ma e ial a e go e ned by his mic oscopic inhomogeneous c ys al mo phology. When he ma e ial is an agg ega e o andomly o ien ed piezoelec ic c ys als, no ne pola iza ion is ealized and so he ma e ial is no mac oscopically piezoelec ic. To achie e mac oscopic piezoelec ic p ope ies, he indi idual c ys als mus ha e a p e e en ial o ien a ion. Gene ally, piezoelec ic p ope ies exhibi la ge aniso opy, which is an a ac i e ea u e o ma e ial design. P e e ed o ien a ion o he c ys allog aphic domains can be accomplished by con olling g ow h pa ame e s du ing ab ica ion (Kim e al., 2006) o by subjec ing he ma e ial o a la ge elec ic ield a high empe a u e (Li e al., 2005). Op imiza ion me hods can be used o design ma e ials speci ic piezoelec ic p ope ies by ailo ing hei o ien a ion dis ibu ion ( ex u e). In he amewo k o he implemen a ion o an op imiza ion algo i hm, Fini e Elemen Analysis (FEA) is a e sa ile ool o compu e e ec i e piezoelec ic p ope ies ( he op imiza ion objec i e unc ion) by means o a nume ical homogeniza ion app oach, see o ins ance Jayachand an e al. (2011). Howe e , closed- o m analy ical exp essions o e ec i e piezoelec ic p ope ies a e always p e e able o e he FEA homogeniza ion app oach, as hey simpli y implemen a ions and speed up calcula ions. E ec i e piezoelec ic p ope ies can be es ima ed by a e aging he p ope ies o single c ys als in he agg ega e aking in o accoun mac oscopic ex u e. To calcula e he e ec i e p ope ies o a polyc ys al, he bes a e aging me hod is he sel -consis en , ex ended o piezoelec ic polyc ys als by Li (2000). Howe e his me hod equi es compu a ion o piezoelec ic Eshelby enso which in ol es, in gene al, nume ical in eg a ion. On he o he hand, he e a e he simple olume a e aging app oaches, like he Voig model (see Li and Dunn (2001)), which a e a ac i e because hey allow o deduce closed- o m exp essions o he e ec i e p ope ies. In pa icula , he Voig model assumes uni o m s ain and elec ic ields in he c ys alli es. This assump ion is alid o piezoelec ic polyc ys als wi h ibe ex u es unde ce ain condi ions (see Li e al. (1999)) o which exac es ima es o some o he elec oelas ic moduli esul . Wo king in he con ex o ibe ex u e, Li e al. (1999) and Li (2000) compu ed Voig -Reuss es ima ions o he elec oelas ic moduli o polyc ys als by app oaching he p oblem wi h gene alized sphe ical ha monics. Speci ically, Li e al. (1999) conside ed ibe ex u e o o ho hombic single c ys als belonging o class symme y 2mm, which includes as pa icula cases classes o e agonal 4mm and hexagonal 6mm symme ies (see Nye’s book (Nye, 1985)). An in e es ing inding by Li (2000) was ha agg ega es o 4mm c ys als o ba ium i ana e (BaTiO3) wi h hei o ien a ions a ound he pola iza ion di ec ion cha ac e ized by a Gaussian dis ibu ion p esen an ampli ica ion e ec o he piezoelec ic coupling wi h espec o he single c ys al p ope ies. Recen ly, some o he A e aging piezoelec ic hi d-o de enso s 3 au ho s o he p esen wo k ha e used he Li’s amewo k o modelling mode n lead- ee piezocomposi es o ind in e es ing beha iou s a ibu able o such ampli ica ion e ec o he polyc ys alline phase (K ishnaswamy e al., 2019a,b, 2020a,b,c). P e ious wo ks add ess only o ho hombic c ys al symme y wi h ans e sely iso opic ex u e. This wo k p esen s a comp ehensi e app oach o de i e closed- o m exp essions o he es ima ion o he e ec i e piezoelec ic s ess enso o c ys al agg ega es o any symme y and gene al ex u e. The p oposed app oach is based on he p e ious wo ks by Li e al. in he use o gene alized sphe ical ha monics expansion and ex ends he ideas by Bunge (1982) and Roe (1965) among o he s, om elas ici y o piezoelec ici y. The de i ed analy ical exp essions a e e i ied and hei e sa ili y demons a ed h ough a s udy p oblem consis ing in a polyc ys alline agg ega e o BaTiO3wi h a ious o ien a ional dis ibu ion unc ions. I is shown how he gene al exp essions in oduced in his wo k can be educed o hose esul s by Li (2000) o speci ic cases. The epea ed index con en ion o addi ion is used in his wo k. Explici sums a e indica ed in exp essions when deemed con enien o he sake o cla i y. 2. P elimina ies We conce n wi h he compu a ion o he aniso opic elec omechanical coupling o polyc ys al piezoce amics om he p ope ies o single c ys alli es and hei o ien a ions. A simple app oxima ion o compu e his coupling is h ough he olume a e age o he hi d-o de piezoelec ic s ess enso eijk, which sa is ies eijk =eikj (i, j, k =1...3). Since in his case eijk depends only on he c ys al o ien a ion g(xi)(i=1...3) a each poin x, he in eg a ion o e a ep esen a i e olume elemen Vcan be ca ied ou in wo s eps, as usual. We i s in eg a e o e all hose olume elemen s dVwi h o ien a ion g, and hen o e all o ien a ions g, he eby he a e age enso is compu ed by hei=8⇡2Ie(g)w(g)dg, (1) whe e he unc ion w:SO(3) !R0–called O ien a ion Dis ibu ion Func ion (ODF)– appea s as a weigh unc ion ha accoun s o he olume ic densi y o c ys alli es o ien ed in dg. This Haa measu e dgis —a e no maliza ion— gi en by dg=1/(8⇡2)sin✓d✓d dwhe e ( ,✓,)a e he Eule ’s angles. Then, he ODF is no malized such as 8⇡2Iw(g)dg=1.(2) The e o e, by exp essing he c ys al o ien a ion in e ms o ( ,⇠=cos✓,), he Voig a e age becomes hei=Z2⇡ 0Z2⇡ 0Z+1 1 e(⇠, ,)w(⇠, ,)d⇠d d,(3) A e aging piezoelec ic hi d-o de enso s 4 No e ha he no maliza ion ac o 8⇡2abo e esul s in a iso opic ODF, wiso =1/(8⇡2) (Bunge, 1982; Roe, 1965). Among he di e en al e na i es, we adop he ollowing con en ion o speci y o a ions h ough Eule ’s angles: one begins wi h he p incipal ma e ial coo dina e sys em x0 i(i=1,2,3) ixed o he c ys al and wi h he axes being pa allel o hose o he global coo dina e sys em xi(i=1,2,3); hen x0 i(i=1,2,3) is i s o a ed abou he x0 3-axis h ough he angle ; he second o a ion is abou he x0 2-axis (in i s new o ien a ion) h ough ✓and, inally, he hi d o a ion is again abou he x0 3-axis (in i s new o ien a ion) h ough he angle . All posi i e o a ions a e in coun e clockwise di ec ion. The piezoelec ic componen s o e0 ixed o a c ys al can be exp essed in he global coo dina e sys em xi(i=1,2,3) acco ding o he ans o ma ion law o hi d-o de enso s eijk(⇠, ,)=⌦ im⌦jn⌦koe0 mno =Timjnkoe0 mno,(4) whe e ⌦– he ma ix ep esen a ion o he o ien a ion gin he Eule ’s space– is he o hogonal ans o ma ion ma ix (SO(3)) gi en by ⌦=0 B @ cos(✓)cos( )cos()sin( )sin()cos(✓)cos( )sin()sin( )cos()sin(✓)cos( ) cos(✓)sin( )cos()+cos( )sin()cos( )cos()cos(✓)sin( )sin()sin(✓)sin( ) sin(✓)cos()sin(✓)sin()cos(✓) 1 C A.(5) The six h-o de ma ix Timjnko condenses he iple enso p oduc ⌦im⌦jn⌦ko; i possesses majo symme ies only (mino symme ies a e no p esen because ⌦is nonsymme ic) gi en by he pe mu a ions o he disjoin cycles o indices Cycles[(3 5)(4 6)],Cycles[(1 3)(2 4)],Cycles[(1 3 5)(2 4 6)].(6) These symme ies allow a conside able educ ion in he numbe o componen s o Timjnko o be compu ed. Thus, o he 729 componen s o Timjnko only 249 a e di e en . Finally, he a e aging o equa ion (4) esul s in heijk(⇠, ,)i=hTimjnkoe0 mnoi=hTimjnkoie0 mno,(7) which shows ha he es ima ion o he e ec i e piezoelec ic enso o he polyc ys alline agg ega e educes o inding he hTimjnkoi o he co esponding ODF. In wha ollows, he p ime symbol will be d opped om he piezoelec ic cons an s in he c ys al coo dina e sys em in o de o allow a cleane no a ion. 3. A e aging in e ms o gene alized sphe ical ha monic se ies expansions Following Gel’ and e al. (1963), gene alized sphe ical ha monics o m a comple e o hogonal basis o he Hilbe space L2(SO(3)), which is he se o all squa e in eg able eal- alued unc ions on SO(3) wi h inne p oduc de ined by (H1,H 2)=IH1(g)H⇤ 2(g)dg, H1,H 22L2(SO(3)),(8) A e aging piezoelec ic hi d-o de enso s 5 whe e ⇤deno es he complex conjuga e. Thus, a gene al eal unc ion H2L2(SO(3)) can be expanded in se ies o gene alized sphe ical ha monics. This is a use ul app oach o e alua e he a e age o a gene al eal unc ion hHi. To do his, we expand bo h he ODF w(⇠, ,)and H(⇠, ,)in o gene alized sphe ical ha monics se ies (Roe, 1965) as ollows: w(⇠, ,)= 1 X l=0 l X m=l l X n=l WlmnZlmn(⇠)eim ein,(9) and H(⇠, ,)= 1 X l=0 l X m=l l X n=l HlmnZlmn(⇠)eim ein,(10) whe e i=p1and Zlmn(⇠)is a gene aliza ion o he Legend e associa ed unc ion Pmn l ha can be exp essed as Zlmn(⇠)=i nm 2l+1 2Pmn l(⇠),(11) being Pmn l(⇠)= (1)lminm 2l(lm)! (lm)!(l+n)! (l+m)!(ln)!1 2 ⇥(1 ⇠) (nm) 2 (1 + ⇠)(n+m) 2 dln d⇠ln⇥(1 ⇠)lm(1 + ⇠)l+m⇤ .(12) The associa ed Legend e unc ion Pmn lcan be ei he eal o pu ely imagina y, acco ding o whe he m+nis e en o odd, espec i ely. Consequen ly, Zlmn(⇠)is always eal- alued. The coe icien s o he expansions in (9) and (10) a e (Bunge, 1982; Kocks e al., 2005) Wlmn =1 4⇡2Z2⇡ 0Z2⇡ 0Z+1 1 w(⇠, ,)Zlmn(⇠)eim eind⇠d d,(13) he so-called ex u e coe icien s, and Hlmn =1 4⇡2Z2⇡ 0Z2⇡ 0Z+1 1 H(⇠, ,)Zlmn(⇠)eim eind⇠d d.(14) No e ha all in o ma ion abou he ODF is con ained in he ex u e coe icien s, which a e complex quan i ies sa is ying Wlmn =(1)m+nW⇤ l¯m¯n,(15) due o he symme y p ope ies o Zlmn(⇠)(Roe, 1965). In equa ion (15), ¯m=m. F om he no maliza ion condi ion (2), i can be shown ha W000 =1 4p2⇡2.(16) In p ac ice, he no maliza ion o w(⇠, ,)is p e e ed by ensu ing (16) ins ead o (2). A e aging piezoelec ic hi d-o de enso s 6 Expansion coe icien s Hlmn a e complex and ypically in ol e in eg a ion o simple igonome ic unc ions (Hcon ains p oduc s o di ec ion cosines) and he gene alized sphe ical ha monics. Thei analy ical exp essions can be ound once His speci ied. Finally, he expansion o he a e age o a gene al eal unc ion hHi,is (Bunge, 1982; Kocks e al., 2005) hHi=4⇡2 R X l=0 l X m=l l X n=l HlmnWlmn,(17) whe e, om he unca ion heo em by Fe a i and Johnson (1988), R=3, he enso ank o eijk. In ac , all coe icien s Hlmn a e ze o o l>3. I is wo h o no e ha , unlike he wo ks by Li (2000); K ishnaswamy e al. (2019a); Li e al. (1999), he p esen analysis does no imposed any es ic ion on Wlmn. In he nex , we will use (17) o ob ain he exp essions o he a e age o a ion enso in (7), which, in u n, will be used o compu e he e ec i e piezolec ic enso . 4. E ec i e piezoelec ic enso s o all c ys al symme ies No e i s ha each o he componen s Timjnko a e eal unc ions Timjnko :SO(3) !R, simila o unc ion H. Then, de i a ion o he exp essions o he a e age o a ion ma ix in (7) can be pe o med ia exp ession (17). This me hodology in ol es he compu a ion o he coe icien s Hlmn o each o hse 249 di e en componen s o Timjnko acco ding o (14). This was done analy ically using Ma hema ica (2020). Due o space limi a ions, he ull exp essions a e epo ed in Supplemen a y Ma e ial 1. All 249 componen s a e necessa y in o de o conside a gene al case wi h any symme y. Two sou ces o symme y a e conside ed when compu ing he a e age piezoelec ic enso (7): he ones due o he c ys alli e s uc u es and he o he s due o he ODF. No symme y es ic ions a e imposed on he ODF –and hence o he ex u e coe icien s in (17)– in his wo k. In espec o he c ys alli e symme ies, all he non-cen osymme ical classes (Nye, 1985) a e conside ed. The exp essions o (7) o each o he 21 classes a e p esen ed in Supplemen a y Ma e ial 2. The heijki in Supplemen a y Ma e ial 2 a e unc ions o he ex u e coe icien s Wlmn, which a e necessa y o speci y o each case o analysis acco ding o he adop ed ODF. The p ope y (15) has been used o p esen he exp essions o heijkiin eal o m. No e ha om he 21 non-cen osymme ical classes only 20 a e piezoelec ic. Thus, he cubic class 432 esul s in all componen s o heijkiiden ically ze o, no ma e wha he Wlmn a e. Some o he piezoelec ic classes sha e he ma ix s uc u e educing he amoun o exp essions as i can be obse ed in Supplemen a y Ma e ial 2. Two supplemen a y ma e ials p o ide all he de ails o he main con ibu ion o his wo k. The nex sec ion analyzes he e agonal 4mm class in de ail. A e aging piezoelec ic hi d-o de enso s 7 5. S udy p oblem: Te agonal class 4mm The heo y in oduced abo e is applied o he analysis o polyc ys alline agg ega e o BaTiO3in o de o e i y and illus a e he de i ed esul s. Ba ium i ana e is bo h a lead- ee ma e ial (Sai o e al., 2004) and en i onmen ally iendly in i s p ocessing (Ibn-Mohammed e al., 2017). In e es ing no el applica ions (Wang e al. (2018) among o he s) ha e been p oposed while BaTiO3-based composi es can be ab ica ed in a scalable manne using eme ging addi i e manu ac u ing me hods (Kim e al., 2017, 2019; Pha ha apee anun e al., 2017). Li (2000), among o he s (see o example (Li e al., 1999; Ruglo sky e al., 2006)), has s udied he a e age piezoelec ic p ope ies o BaTiO3polyc ys alline agg ega es. The BaTiO3c ys al belongs o he poin g oup class 4mm, wi h hei piezoelec ic cons an s lis ed in Table 1 (Li, 2000). Thus, he exp essions o he a e age componen s heijmi o he e agonal symme y a e e ie ed om Supplemen a y Ma e ial 2 and summa ized below: he111i=4 105⇡2⇣p14(5eAeB)<⇣p3W310 p5W330⌘+ 14p3eB<(W110)⌘, (18) he122i=4 315⇡2⇣14p3<(W110)(2eAeB+3e C)+ p14(eB5eA)<⇣p3W310 +3 p5W330⌘⌘, (19) he133i=8⇡27<(W110)(2eAeB+3e C)+2 p14(5eAeB)<(W310) 105p3,(20) he123i=8⇡2(5eAeB)=(W320) 3p105 ,(21) he113i=2 315⇡2⇣7p6<(W100)(2(eA+e B)+3e C)+ 2p7(5eAeB)<⇣3p2W300 2p15W320⌘⌘, (22) he112i=4 315⇡2⇣7p3=(W110)(2(eA+e B)+3e C)+ p14(5eAeB)=⇣p3W310 3p5W330⌘⌘, (23) he211i=4 315⇡2⇣14p3=(W110)(2eAeB+3e C)+ p14(eB5eA)=⇣p3W310 3p5W330⌘⌘, (24) he222i=4 105⇡2⇣p14(5eAeB)=⇣p3W310 +p5W330⌘+ 14p3eB=(W110)⌘, (25) A e aging piezoelec ic hi d-o de enso s 8 he233i=8 105p3⇡2(7=(W110)(2eA+e B3eC)+ 2p14(eB5eA)=(W310)⌘, (26) he223i=2 315⇡2⇣7p6<(W100)(2(eA+e B)+3e C)+ 2p7(5eAeB)<⇣3p2W300 +2 p15W320⌘⌘, (27) he213i=8⇡2(5eAeB)=(W320) 3p105 ,(28) he212i=4 315⇡2⇣7p3<(W110)(2(eA+e B)+3e C)+ p14(5eAeB)<⇣p3W310 +3 p5W330⌘⌘, (29) he311i=4 315⇡2⇣7p6<(W100)(2eAeB+3e C)+ p7(eB5eA)<⇣3p2W300 2p15W320⌘⌘, (30) he322i=4 315⇡2⇣7p6<(W100)(2eAeB+3e C)+ p7(eB5eA)<⇣3p2W300 +2 p15W320⌘⌘, (31) he333i=4 105 ⇣2p14⇡2(eB5eA)<(W300)+7 p6⇡2eB<(W100)⌘,(32) he323i=4 105p3⇡2(7=(W110)(2(eA+e B)+3e C)+ 4p14(eB5eA)=(W310)⌘, (33) he313i=4 105p3⇡2(7<(W110)(2(eA+e B)+3e C)+ 4p14(eB5eA)<(W310)⌘, (34) and he312i=8⇡2(5eAeB)=(W320) 3p105 ,(35) whe e eA=2e113 +e311,eB=4e113 +2e311 +3e333 and eC=2e113 4e311. No e ha his se o analy ical exp essions educe o hose p esen ed by Li (2000) when ODF is such ha ex u e coe icien W320 anishes. Howe e , exp essions (18) - (35) a e mo e gene al as shown below. To e i y hese esul s, we i s conside he ODF w(⇠, ,)=(⇠1),(36) whe e (⇠1) is he Di ac del a unc ion a ⇠=1. This ODF desc ibes an agg ega e wi h all he c ys alli es o ien ed wi h ✓=0and andom alues o and , which A e aging piezoelec ic hi d-o de enso s 15 Figu e 7. E ec i e piezoelec ic moduli o polyc ys al BaTiO3as a unc ion o he Gaussian dis ibu ion pa ame e ✓ o µ✓=0,µ =⇡/3and  =1. Figu e 8. E ec i e piezoelec ic cons an he112io he BaTiO3polyc ys al as a unc ion o µ and  o µ✓=0and ✓=0.6. Table 2. Ma ix s uc u es o he e ec i e piezoelec ic coupling enso s esul ing om he wo Gaussian ODFs. ODF C ys al ma ix s uc u e Polyc ys al ma ix s uc u e wA0 @ 0000e223 0 000e223 00 e311 e311 e333 000 1 A0 @ 0000he223i0 000he223i00 he311ihe311ihe333i000 1 A wB0 @ 0000e223 0 000e223 00 e311 e311 e333 000 1 A0 @ he111ihe122ihe133ihe123ihe113ihe112i he211ihe222ihe233ihe223ihe123ihe212i he311ihe322ihe333ihe323ihe313ihe123i 1 A A e aging piezoelec ic hi d-o de enso s 16 6. Conclusions This wo k p o ides gene al analy ical exp essions o olume a e ages o piezoelec ic p ope ies o polyc ys alline agg ega es. The exp essions a e de i ed om o ien a ional a e ages o hi d-o de piezoelec ic enso s ha a e weigh ed by o ien a ional dis ibu ion unc ions ha accoun o ex u e. The exp essions a e de i ed by using sphe ical ha monic se ies expansions. Imp o emen s o his wo k wi h espec o he p e ious wo ks in he li e a u e a e wo old: all c ys al symme ies a e conside ed and no symme y es ic ions a e imposed o ex u e. Thus, his wo k p o ides he analy ical o mulas o compu e he a e age piezoelec ic enso o polyc ys alline agg ega es o med by c ys als o all he 21 non- cen osymme ical classes. These exp essions a e open o be specialized o any ex u e, which is speci ied in e ms o Eule ´s angles ( ,✓,). The e sa ili y o he in oduced exp essions is demons a ed o BaTiO3 polyc ys als wi h uniaxial ex u e gi en by a single Gaussian dispe sion o ✓, and wi h biaxial ex u e gi en by a double Gaussian dispe sion o ✓and . The esul s o he i s case, which consis ed in a Gaussian dis ibu ion cen e ed a ound ✓=0, showed o be in pe ec ag eemen wi h esul s published in he li e a u e. This case has he pa icula i y ha all he ex u e coe icien s and all he exp essions o he a e age piezoelec ic p ope ies a e eal. On he o he hand, no p e ious s udy was ound o e i y he esul s o he simple Gaussian dis ibu ions wi h mean alue ✓6=0 and o he case wi h biaxial ex u es. The biaxial ex u e leads o complex- alued ex u e coe icien s and complex o mula ions o he a e aged piezoelec ic p ope ies. Resul s o he BaTiO3polyc ys al wi h biaxial ex u e ha e been discussed in de ail and analyzed o a se o limi ing cases. In all cases, he esul s showed o be consis en . The main con ibu ion o his wo k is he se o analy ical exp essions ha simpli ies ob aining closed- o m o mulas o es ima e he e ec i e piezoelec ic p ope ies o polyc ys als wi h a bi a y symme ies and ex u es. These exp essions a e sui able o pe o m pa ame ic s udies like hose p esen ed in his wo k o BaTiO3polyc ys als, and –p o ided he ex u es cha ac e ized by smoo h ODFs– o implemen e icien analy ical op imiza ion me hods o ind con igu a ions a he mic os uc u al le el in o de o maximize piezoelec ici y. I is s aigh o wa d o adap he exp ession he ein de i ed o he piezoelec ic s ess enso e o o he piezoelec ic p ope ies, such as d,g,h(see IEEE S anda d on Piezoelec ici y (1988)) o he piezomagne ic moduli. Au ho ’s con ibu ions JLB: In es iga ion, So wa e, Valida ion, FCB: Concep ualiza ion, Fo mal Analysis, Me hodology, Visualiza ion, P ojec Adminis a ion, W i ing - O iginal d a p epa a ion, Re iew & Edi ing, APC: Supe ision, Resou ces, W i ing - O iginal d a p epa a ion, Re iew & Edi ing, RM: W i ing – Re iew & Edi ing, LRT: P ojec REFERENCES 17 Adminis a ion, W i ing - Re iew, AS: W i ing - Re iew Acknowledgmen s This wo k was suppo ed by he Minis e io de Economía y Compe i i idad o Spain unde p ojec DPI2017-89162-R, he Conseje ía de Economía, Conocimien o, Emp esas y Uni e sidad o he Jun a de Andalucía (Spain) unde p ojec P18-RT-3128 and he Uni e sidad Nacional de Ma del Pla a (A gen ina) unde p ojec 15/G511. R.M. is also acknowledging suppo o NSERC and CRC P og am. 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