INSIGHTS INTO REGIONAL DEVELOPMENT
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2025 Volume 7 Numbe 1 (Ma ch)
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Publishe
Sus ainabili y o Regions
________________________________________________________________________________________
CHALLENGES AND OPPORTUNITIES OF DIGITALIZING MOROCCO'S RENEWABLE ENERGY
SECTOR
*
Ju ga Ves e ė 1*, Ilona Skačkauskienė 2, Najiba El Am ani El Id issi 3, Kamal Za ed 4
1* Depa men o Business Technologies and En ep eneu ship, Facul y o Business Managemen , Vilnius Gediminas
Technical Uni e si y (VILNIUS TECH), Li huania
2 Depa men o Managemen , Facul y o Business Managemen , Vilnius Gediminas Technical Uni e si y, (VILNIUS
TECH), Li huania
3.4 Uni e si y o Sidi Mohamed Ben Abdellah (USMBA), Facul y o Sciences and Technology, Mo occo
E-mails: 1 ju ga. es e e@ ilnius ech.l (Co esponding au ho ); ilona.skackauskiene@ ilnius ech.l ;
najiba.elam [email protected]; kamal.za [email protected]
Recei ed 10 Oc obe 2024; accep ed 30 Janua y 2025; published 30 Ma ch 2025
Abs ac . This pape explo es he po en ial o digi aliza ion o enhance Mo occo’s enewable ene gy sec o . The p ima y objec i es a e
o assess he cu en s a e o digi aliza ion wi hin he sec o , iden i y key challenges and oppo uni ies, and p opose ecommenda ions
o o e coming ba ie s o digi al ans o ma ion. The s udy in eg a es a li e a u e e iew wi h he People, P ocess, Technology (PPT)
and T iple Bo om Line (TBL) amewo ks, alongside a case s udy app oach, expe in e iews, and documen analysis o ga he da a
and d aw insigh s. Key indings highligh he c i ical ole o human capi al, obus digi al in as uc u e, and a suppo i e egula o y
en i onmen . The esea ch unde sco es ha e ec i e change managemen s a egies a e essen ial o o e coming esis ance o change,
enabling he sec o o emb ace digi al ans o ma ion ully. By in es ing in skills de elopmen , building digi al in as uc u e, c ea ing a
suppo i e egula o y en i onmen , adop ing a holis ic app oach o sus ainabili y, and s eng hening s akeholde collabo a ion, Mo occo
can success ully na iga e he challenges and capi alize on he oppo uni ies p esen ed by digi aliza ion. The s udy concludes ha he
success ul digi aliza ion o Mo occo’s enewable ene gy sec o equi es a mul i- ace ed app oach ha add esses he economic,
en i onmen al, and social dimensions o he ansi ion. Th ough he lens o Mo occo’s expe ience, his esea ch p o ides aluable
insigh s in o he digi al ans o ma ion o enewable ene gy sec o s in de eloping coun ies, o e ing p ac ical guidance o policymake s
and indus y s akeholde s.
Keywo ds: A i icial In elligence (AI); Cybe Physical Sys ems (CPSs); machine lea ning; cybe a acks; aul s; dis u bances
Re e ence o his pape should be made as ollows: Ves e ė, J., Skačkauskienė, I., El Am ani El Id issi, N., Za ed, K. 2025. Challenges
and oppo uni ies o digi alizing Mo occo’s enewable ene gy. Insigh s In o Regional De elopmen , 7(1), 58-82.
h ps://doi.o g/10.70132/q3292783863
JEL Classi ica ions: O31, O33
*
This esea ch was suppo ed by he p ojec ,which has ecei ed unding om he Eu opean Union's Ho izon Eu ope
P ojec 101129820 Clus e o inno a i e ene gy (CLUSTER-INN), he p og am "HORIZON-MSCA-2022-SE-01"
INSIGHTS INTO REGIONAL DEVELOPMENT
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1. In oduc ion
The ansi ion owa ds a sus ainable u u e necessi a es a undamen al shi in global ene gy p oduc ion.
Renewable ene gy sou ces, such as sola and wind powe , o e a p omising al e na i e o adi ional ossil uels
by educing g eenhouse gas emissions and mi iga ing clima e change. Howe e , in eg a ing hese enewable
sou ces in o exis ing ene gy g ids poses challenges due o hei inhe en a iabili y. To ensu e a s able and
e icien ene gy supply, digi aliza ion plays a c ucial ole in op imizing g id managemen , o ecas ing ene gy
p oduc ion, and acili a ing he wide adop ion o enewable ene gy solu ions.
Digi aliza ion in he ene gy sec o o e s well-explo ed oppo uni ies o enhanced e iciency, be e in eg a ion
o enewable ene gy, e ec i e demand-side managemen , and inc eased anspa ency in decision-making, e c.
Fo ins ance, sma g ids equipped wi h eal- ime da a analysis can op imize ene gy dis ibu ion, educe
ansmission losses, enhance g id s abili y, and acili a e a g ea e inco po a ion o enewable sou ces. Digi al
ools, such as sma me e s ea u ing ime-based p icing, can incen i ize educed consump ion du ing peak
hou s, he eby alle ia ing s ain on he g id. This app oach can lead o signi ican educ ions in ene gy was e
ac oss a ious sec o s. Mo eo e , digi al pla o ms empowe consume s wi h g ea e con ol o e hei ene gy
usage, enabling se ices like mobile apps o me e eadings, bill paymen s, and he managemen o connec ed
home de ices o ene gy-e icien ope a ion.
Howe e , digi al ans o ma ion in he ene gy sec o also p esen s ypical challenges. A mo e digi alized g id is
suscep ible o cybe a acks, making he in es men in obus cybe secu i y measu es essen ial o p o ec c i ical
in as uc u e, albei a a high cos . The collec ion and analysis o ene gy consump ion da a also aise p i acy
conce ns. To main ain consume us , clea egula ions and s ingen da a secu i y p o ocols mus be
es ablished. Fu he mo e, digi aliza ion demands in es men in new echnologies and in as uc u e, such as
sma me e s and communica ion ne wo ks, which can pose signi ican challenges o de eloping coun ies,
including Mo occo. Addi ionally, digi al ans o ma ion equi es a wo k o ce skilled in using digi al ools, da a
analysis, cybe secu i y, and digi al g id managemen . Consequen ly, in es men in aining and educa ion is
i al o equip he wo k o ce wi h he necessa y skills.
Despi e he ecognized impo ance o bo h enewable ene gy and digi aliza ion, esea ch explo ing hei
in e sec ion wi hin he speci ic con ex o Mo occo emains limi ed. Exis ing li e a u e o e s a b oad pic u e o
global ends o ocuses on de eloped economies. The e is a sca ci y o in o ma ion ega ding he cu en
digi aliza ion s a us wi hin Mo occo's enewable ene gy sec o . This lack o da a makes i di icul o assess he
speci ic challenges and oppo uni ies his No h A ican coun y aces.
Fu he mo e, cu en esea ch on digi aliza ion in he ene gy sec o o en adop s a agmen ed app oach,
ocusing on isola ed aspec s like on speci ic echnologies o applica ions. This app oach, while aluable, ails
o cap u e he holis ic pic u e o he sec o as an ecosys em om he managemen poin o iew. A
comp ehensi e unde s anding equi es examining he digi aliza ion p ocess wi hin a b oade heo e ical
amewo k, conside ing no jus echnological ad ancemen s bu also he in e play be ween a ious ecosys em
ac o s, like esou ces, p ocesses, policy and egula ions, e c.
The e o e, o e ec i ely add ess he knowledge gap and pa e he way o u u e esea ch, his s udy adop s a
desc ip i e case s udy app oach. By de eloping a obus heo e ical amewo k, he s udy aims o in es iga e
he challenges and oppo uni ies associa ed wi h he digi aliza ion o Mo occo's enewable ene gy sec o . This
case s udy ocuses on he Mo occan enewable ene gy sec o , examining he challenges and oppo uni ies o
digi aliza ion wi hin his con ex . While he indings o his esea ch may ha e b oade implica ions, he scope
o his s udy is p ima ily limi ed o he Mo occan expe ience. By concen a ing on his speci ic case, he esea ch
aims o p o ide in-dep h insigh s in o he ac o s in luencing he digi al ans o ma ion o he enewable ene gy
sec o in a de eloping coun y con ex .
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2. U ilizing Digi al Technology o he Ene gy T ansi ion
The global ene gy landscape is unde going a ans o ma ion, shi ing away om a hea y eliance on ossil uels
owa d cleane and mo e sus ainable ene gy sou ces (In e na ional Renewable Ene gy Agency – IRENA, 2023).
This ansi ion is d i en by a combina ion o ac o s, including he deple ion o ossil uel ese es, g owing
en i onmen al conce ns, and he poli ical impe a i e d i en by he wo ldwide o ganiza ions o mi iga e clima e
change (Dwi edi e al., 2022; Wang & Azam, 2024). Mo occo has posi ioned i sel as a leade in his global
ansi ion, wi h ambi ious a ge s o enewable ene gy in eg a ion (F agkos, 2023). The coun y's abundan
sola and wind esou ces, coupled wi h suppo i e go e nmen policies, ha e c ea ed a a o able en i onmen
o he de elopmen o he enewable ene gy sec o (Kousksou e al., 2015; F agkos, 2023).
Digi aliza ion, on he o he hand, is he in eg a ion o digi al echnologies ac oss all aspec s o socie y and he
economy. This includes he adop ion, applica ion, and u iliza ion o digi al ools, leading o new business
models, economic ans o ma ion, and a undamen ally al e ed socioeconomic en i onmen (G adillas &
Thomas, 2023). Fo o ganiza ions, digi aliza ion signi ies a mode niza ion. I in ol es in using digi al ools
ac oss all o ganiza ional unc ions, om managemen o cus ome se ice. I needs o be emphasized ha
digi aliza ion s ands as he mos signi ican ec o o inno a ion impac ing science, echnology, business, and
go e nance (OECD, 2020). I d i es he c ea ion o new business models and os e s digi al engagemen s. By
e ec i ely le e aging digi aliza ion’s po en ial, ad ancemen s in a ious men ioned ields can be accele a ed.
This holds he po en ial o imp o e li ing s anda ds, enhance en i onmen al p o ec ion, and in o m
policymaking, ul ima ely in luencing economic landscapes.
As digi al echnologies pe mea e a ious ields, he enewable ene gy sec o , in pa icula , s ands o bene i
immensely om digi aliza ion. The In e na ional Ene gy Agency (IEA) ecognizes digi al echnologies as a
game-change o he enewable ene gy sec o (Sung e al., 2021). They emphasize how hese echnologies can
unlock se e al key oppo uni ies. Fo ins ance, digi al ools can help in eg a e mo e enewable ene gy sou ces
in o he g id by managing hei a iabili y and ensu ing sys em eliabili y. Addi ionally, digi aliza ion can
op imize ene gy consump ion in buildings and indus ies, leading o signi ican e iciency gains. The IEA
highligh s ha hese ad ancemen s, coupled wi h da a analysis and sma g ids, can pa e he way o a mo e
sus ainable and e icien ene gy u u e.
Digi aliza ion in he ene gy sec o goes beyond simply boos ing eliabili y and e iciency. I also empowe s
consume s o become ac i e pa icipan s in he ma ke (Va ela, 2017). Sma me e s p o ide eal- ime usage
da a, enabling in o med ene gy choices and e en po en ially acili a ing pee - o-pee ene gy ading. This digi al
ans o ma ion also os e s he eme gence o new playe s in he ene gy ma ke . Inno a i e s a ups can le e age
digi al pla o ms o o e dis up i e se ices, such as decen alized ene gy solu ions o pe sonalized ene gy
managemen ools. Fu he mo e, digi aliza ion uels he de elopmen o en i ely new p oduc s and se ices,
such as sma appliances ha au oma ically adjus ene gy consump ion o AI-powe ed ene gy managemen
sys ems o businesses. The as amoun o da a gene a ed by hese echnologies pa es he way o da a-d i en
business models. This allows ene gy p o ide s o pe sonalize o e ings, p edic demand luc ua ions, and
op imize esou ce alloca ion, ul ima ely leading o a mo e e icien and esponsi e ene gy sec o .
The inqui y will now examine some o he key echnologies used in he digi aliza ion o he ene gy sec o .
Acco ding o he li e a u e (Va ela, 2017; Asi , 2022; Id ies e al., 2022; Juszczyk & Shahzad, 2022; Mo lagh
e al., 2020; Pandey e al., 2023; Pugna e al., 2022; Riz i, 2019; Singh e al., 2022), he ene gy sec o le e ages
a ange o echnologies such as a i icial in elligence (AI), big da a, in e ne o hings (IoT), cloud compu ing,
blockchain o accele a e he sus ainable ene gy ansi ion h ough digi al ans o ma ion (Table 1).
A i icial in elligence (AI) and i s sub ield machine-lea ning (ML) a e e olu ionizing enewable ene gy by
modeling, moni o ing, and o ecas ing bo h p oduc ion and consump ion (Asi , 2022). This os e s a mo e
sus ainable ansi ion h ough op imized esou ce alloca ion and imp o ed g id managemen . Big da a and ools
in da a analy ics enable he analysis o massi e da ase s om sma me e s, senso s, and wea he pa e ns (Pugna
e al., 2022). This analysis leads o deepe insigh s in o enewable ene gy p oduc ion and consump ion. By
unde s anding hese pa e ns, companies can op imize ene gy gene a ion, p edic demand luc ua ions, and
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imp o e g id in eg a ion. Ul ima ely, big da a empowe s a mo e e icien and da a-d i en app oach o enewable
ene gy solu ions.
Table 1. Key digi al echnologies used in he ene gy sec o
Technology
Desc ip ion
Applica ion
Examples
Explana ion
A i icial
In elligence
(AI) and
Machine
Lea ning
(ML)
AI uses algo i hms
o mimic human
in elligence, while
ML allows machines
o lea n om da a
wi hou explici
p og amming.
Demand o ecas ing
AI p edic s ene gy demand luc ua ions, enabling e icien
esou ce alloca ion and g id managemen .
Renewable ene gy
in eg a ion
AI op imizes he in eg a ion o a iable enewable sou ces like
sola and wind in o he g id.
P edic i e
main enance
ML iden i ies po en ial equipmen ailu es in wind u bines o
sola panels, enabling p e en a i e main enance.
Au oma ed ene gy
ading
AI algo i hms can pa icipa e in ene gy ma ke s, op imizing
buying and selling decisions.
Big Da a
and Da a
Analy ics
This in ol es
collec ing, s o ing,
and analyzing la ge
da ase s o unco e
hidden pa e ns and
insigh s.
Sma g id
op imiza ion
Analyzing da a om senso s and sma me e s helps op imize g id
ope a ions, imp o e e iciency, and minimize ene gy losses.
Cus ome beha io
analysis
Da a analy ics helps unde s and ene gy consump ion pa e ns,
enabling pe sonalized ene gy plans and a ge ed ene gy-sa ing
ini ia i es.
Risk assessmen
Analyzing his o ical da a helps p edic wea he pa e ns and
po en ial g id dis up ions, allowing o p oac i e measu es.
In e ne o
Things (IoT)
A ne wo k o
physical de ices
embedded wi h
senso s ha collec
and exchange da a.
Sma me e s
IoT-enabled me e s p o ide eal- ime ene gy consump ion da a o
consume s, empowe ing in o med ene gy choices.
Sma g id
managemen
Senso s moni o and epo on g id condi ions, enabling eal- ime
adjus men s and imp o ed eliabili y.
Renewable ene gy
moni o ing
IoT senso s ack pe o mance and heal h o sola panels, wind
u bines, and o he enewable ene gy asse s.
Dis ibu ed ene gy
managemen
IoT connec s dis ibu ed ene gy esou ces like oo op sola
panels, enabling e icien con ol and in eg a ion wi h he g id.
Cloud
Compu ing
P o ides on-demand
access o compu ing
esou ces like
s o age, se e s, and
so wa e o e he
in e ne .
Da a s o age and
analysis
Cloud pla o ms o e scalable s o age and p ocessing powe o
massi e da ase s gene a ed by he enewable ene gy sec o .
Remo e moni o ing
and con ol
Cloud-based sys ems enable eal- ime moni o ing and con ol o
dis ibu ed ene gy esou ces and sma g id in as uc u e.
Ad anced analy ics
and AI de elopmen
Cloud compu ing p o ides he esou ces and in as uc u e o
unning complex AI algo i hms and big da a analysis ools.
Blockchain
A secu e, dis ibu ed
ledge echnology
ha acili a es
anspa en and
e i iable
ansac ions.
Pee - o-pee ene gy
ading
Blockchain can enable secu e and anspa en pee - o-pee ading
be ween consume s wi h enewable ene gy sou ces.
Renewable ene gy
ce i ica es (RECs)
Blockchain can ack and e i y he owne ship o RECs, ensu ing
au hen ici y and p e en ing aud.
Decen alized g id
managemen
Blockchain can suppo decen alized ene gy models whe e
consume s can buy and sell ene gy di ec ly om each o he .
Sou ce: c ea ed by he au ho s based on Asi (2022), Id ies e al. (2022), Juszczyk & Shahzad (2022), Mo lagh e al. (2020), Pandey e
al. (2023), Pugna e al. (2022), Riz i (2019), Singh e al. (2022), and Va ela (2017).
IoT echnology is a game-change o enewable ene gy. The ne wo k o connec ed de ices enabled by his
echnology os e s he c ea ion an “In e ne o Ene gy” o op imizing p oduc ion, dis ibu ion, and consump ion
(Mo lagh e al., 2020; Simion e al., 2023; Va ela, 2017). The bene i s o cloud compu ing a e also being
ha nessed in he enewable ene gy sec o . Ene gy companies a e in eg a ing cloud-based solu ions in o hei
ope a ions, enabling a mo e e icien and da a-d i en app oach (Pandey e al., 2023). The cloud's scalabili y
allows o s eamlined da a analysis and esou ce alloca ion, while also acili a ing emo e moni o ing o
enewable ene gy sys ems. Addi ionally, he cloud's as s o age capaci y unlocks he po en ial o big da a,
allowing companies o ex ac aluable insigh s o be e decision-making. Finally, blockchain, ini ially
popula ized o i s secu e ansac ions in he inancial sec o , is now gaining ac ion in he enewable ene gy
sec o . This echnology acili a es secu e pee - o-pee ene gy ading and anspa en eco d-keeping o
enewable ene gy ce i ica es (Id ies e al., 2022; Juszczyk & Shahzad, 2022). By doing so, blockchain pa es
he way o inno a i e digi al business models and se ices wi hin he ene gy landscape.
While no s ic ly classi ied as “digi al echnologies” hemsel es, obo ics and au oma ion solu ions also play a
c ucial ole in he digi aliza ion o he enewable ene gy sec o (Riz i, 2019; Simion e al., 2023). They a e
being s a egically implemen ed, pa icula ly in a eas like ene gy dis ibu ion au oma ion and ield ope a ions.
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This in eg a ion allows o enhanced e iciency and da a collec ion. Fo example, obo s can be deployed o
au oma ed inspec ion and main enance o wind u bines o sola panels, imp o ing sa e y, and educing
down ime. Simila ly, d ones equipped wi h senso s can be used o collec da a on g id in as uc u e, acili a ing
p edic i e main enance and op imizing esou ce alloca ion. Combined wi h digi al echnologies like AI and da a
analy ics, obo ics and au oma ion become powe ul ools ha ensu e he smoo h unc ioning o enewable
ene gy sys ems.
Digi aliza ion is widely ecognized as a key ca alys o accele a ing he ene gy sec o 's ansi ion o a mo e
sus ainable model (E soy e al., 2022). As p e iously discussed, a ious digi al echnologies, such as AI, big
da a, IoT, cloud compu ing, and blockchain, a e ans o ming how ene gy is p oduced, managed, and consumed
wi hin he enewable ene gy sec o . To e ec i ely le e age hese digi al ad ancemen s, a comp ehensi e
unde s anding o he cu en s a e o he digi aliza ion o Mo occo's enewable ene gy sec o is c ucial. This
unde s anding should encompass bo h he challenges and oppo uni ies ha exis . The in es iga ion necessi a es
a s uc u ed app oach o da a collec ion and analysis. A heo e ical amewo k will be employed o achie e his.
The ollowing sec ions will ou line his amewo k, de ailing he me hodologies and da a collec ion s a egies
employed o analyze he cu en s a e o he sec o and i s ongoing digi al ans o ma ion.
3. Theo e ical F amewo k
Case s udies del e deeply in o speci ic con ex s, aiming o unde s and complex phenomena wi hin a pa icula
se ing (Swanbo n, 2018). To achie e his, a well-de ined heo e ical amewo k se es as he co ne s one o
he analysis (Collins & S ock on, 2018). This amewo k ou lines he key concep s, heo ies, and models ha
will guide he esea ch p ocess. I ac s as a lens h ough which he esea che examines he case s udy, ensu ing
a sys ema ic and ocused app oach. By es ablishing a heo e ical amewo k, he case s udy gains a s onge
ounda ion, allowing o a mo e insigh ul and meaning ul in e p e a ion o he da a collec ed.
Fo a comp ehensi e analysis o he oppo uni ies and challenges su ounding he digi aliza ion o Mo occo's
enewable ene gy sec o , his s udy will employ wo complemen a y amewo ks: he People, P ocess,
Technology (PPT) amewo k and he T iple Bo om Line (TBL) amewo k. This in eg a ed app oach, as
ecommended by Machado e al. (2024), can o e a iche unde s anding o he complex phenomena in ol ed
in he ans o ma ion s udied. These phenomena encompass mul iple goals, di e se s akeholde s, he challenges
o o ganiza ional change, and echnology in eg a ion – all c ucial aspec s o success ul digi aliza ion in he
enewable ene gy sec o . Ul ima ely, by in eg a ing he PPT and TBL amewo ks, his s udy can mo e
e ec i ely in es iga e he po en ial bene i s and challenges associa ed wi h digi alizing Mo occo's enewable
ene gy sec o .
The People, P ocess, Technology (PPT) amewo k, o igina ing in he 1960s om he ield o business
managemen , o e s a p ac ical lens o analyzing change ini ia i es (Simon, 2021). I emphasizes he need o
a well-balanced in e play be ween h ee key elemen s: People, P ocess, and Technology. The “People” aspec
ocuses on he skills, knowledge, and leade ship equi ed o implemen change e ec i ely. “P ocess” examines
he exis ing wo k lows and ensu es hei compa ibili y wi h new echnologies. Finally, “Technology” conside s
he selec ion and implemen a ion o app op ia e digi al ools o suppo he ans o ma ion.
In he con ex o Mo occo's enewable ene gy sec o digi aliza ion, he PPT amewo k can se e as a aluable
ool o iden i ying po en ial gaps and a eas o imp o emen . By analyzing he capabili ies o he wo k o ce,
he e iciency o cu en p ocesses, and he sui abili y o planned echnological solu ions, he PPT amewo k
can guide he de elopmen o a comp ehensi e digi aliza ion s a egy. This ensu es ha Mo occo le e ages he
ull po en ial o digi al echnologies o achie e i s enewable ene gy goals.
The T iple Bo om Line (TBL) amewo k, encompassing Economic, En i onmen al, and Social dimensions –
also some imes e e ed o as 3Ps o Sus ainabili y (People, Plane , P o i ) – eme ged in he mid-1990s as a
esponse o he g owing emphasis on co po a e social esponsibili y. While i s exac o igin can be aced back
o he wo k o a ious hough leade s and publica ions, John Elking on (Elking on, 1998) is widely c edi ed
wi h popula izing he concep . The TBL amewo k is commonly used o assess he social, en i onmen al, and
inancial impac s o an o ganiza ion’s ac i i ies. The “Economic” dimension ocuses on inancial pe o mance
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and iabili y, conside ing ac o s like p o i abili y, esou ce e iciency, and impac on he local and global
economy. The “En i onmen al” dimension assesses he o ganiza ion’s impac on he na u al en i onmen ,
aking in o accoun ac o s like pollu ion, esou ce deple ion, and clima e change. The “Social” dimension
examines he e ec s on people and socie y, including labo p ac ices, communi y de elopmen , and human
igh s. The TBL amewo k encou ages conside a ion o hese h ee dimensions simul aneously, aiming o a
balance be ween inancial success, en i onmen al esponsibili y, and social well-being. I p omo es a mo e
holis ic app oach o decision-making, ensu ing long- e m sus ainabili y.
In he con ex o Mo occo’s enewable ene gy sec o and i s digi aliza ion, he TBL amewo k can p o ide a
necessa y lens o assessing he ini ia i es’ long- e m impac . E alua ing he social impac on local communi ies
– including job c ea ion, aining oppo uni ies, and po en ial dis up ions – ensu es a mo e comp ehensi e
app oach. Addi ionally, i p omp s conside a ion o he en i onmen al impac o digi al echnologies on esou ce
consump ion, was e gene a ion, and he po en ial o li ecycle assessmen s. This b oade pe spec i e enables
policymake s and s akeholde s o make in o med decisions ha no only achie e enewable ene gy goals bu
also p omo e social equi y, en i onmen al esponsibili y, and a balanced ansi ion wi hin Mo occo.
Fu he , he wo es ablished amewo ks – PPT and TBL – a e me ged o c ea e a comp ehensi e analy ical
ma ix (Table 2). By combining hese amewo ks, he key clus e s wi hin he esul ing ma ix a e iden i ied.
Table 2. Le e aging a combined (PPT and TBL) amewo k o da a collec ion ma ix
PPT
TBL
People
Skills and aining needed o
wo k o ce and consume s
P ocess
Seamlines and op imiza ion o
exis ing p ocesses
Technology
Speci ic echnologies ha can
be le e aged
Economic
Economic bene i s
and cos s associa ed
Upskilling he wo k o ce wi h
digi al knowledge can lead o
inc eased e iciency,
po en ially lowe ing
ope a ional cos s and
imp o ing p oduc i i y.
Op imizing p ocesses h ough
digi al ools can lead o
signi ican cos sa ings,
imp o ed esou ce alloca ion,
and po en ially lowe ene gy
p ices o consume s.
In es ing in digi al
echnologies can lead o long-
e m cos sa ings h ough
inc eased e iciency and
po en ially open new ma ke s
o inno a i e enewable
ene gy solu ions.
Job displacemen migh occu
i digi aliza ion au oma es
exis ing asks, impac ing
some wo ke s' economic
secu i y.
Implemen ing new digi al
p ocesses can be expensi e,
wi h up on cos s in
in as uc u e and so wa e
po en ially c ea ing inancial
s ain.
The up on in es men in
digi al echnologies can be
signi ican , possibly
impac ing sho - e m
inancial s abili y.
En i onmen al
Op imiza ion o
ene gy p oduc ion
and dis ibu ion,
minimizing
en i onmen al
oo p in
A digi ally skilled wo k o ce
and consume s can be ained
o ope a e and main ain
enewable ene gy sys ems
mo e e ec i ely, po en ially
educing ene gy was e.
Digi al ools can help
op imize ene gy p oduc ion
and dis ibu ion, minimizing
was e and maximizing
esou ce u iliza ion.
Technologies (sma g ids)
can op imize enewable
ene gy p oduc ion and
dis ibu ion, leading o
educed g eenhouse gas
emissions.
I digi al aining p og ams
a e no widely accessible, i
could c ea e a skills gap
hinde ing op imal
en i onmen al pe o mance.
Lack o s anda diza ion and
in e ope abili y, leading o
ine icien implemen a ion o
digi al p ocesses migh esul
in inc eased ene gy
consump ion o da a cen e s
and compu ing needs.
Manu ac u ing and disposal
o digi al echnologies can
c ea e an en i onmen al
oo p in , so esponsible
li ecycle managemen is
c ucial.
Social
Impac on
communi ies and
s akeholde s
Digi al skills de elopmen
can empowe wo ke s,
o e ing oppo uni ies o
ca ee ad ancemen wi hin
he enewable ene gy sec o .
S eamlining p ocesses
h ough digi aliza ion can
imp o e o e all sys em
eliabili y, secu i y s anda ds,
po en ially leading o ewe
dis up ions and imp o ed
enewable ene gy
accessibili y o communi ies.
Digi al echnologies can
acili a e he de elopmen o
inno a i e enewable ene gy
solu ions and new business
models, po en ially c ea ing
new ma ke s and new jobs,
ul ima ely imp o ing li ing
s anda ds.
Digi al aining p og ams
migh inad e en ly exclude
ce ain demog aphic g oups
due o accessibili y issues,
I digi aliza ion leads o job
losses, i could ha e a
nega i e social impac on
a ec ed communi ies.
Digi al echnology access
migh be une en ac oss
di e en egions, po en ially
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PPT
TBL
People
Skills and aining needed o
wo k o ce and consume s
P ocess
Seamlines and op imiza ion o
exis ing p ocesses
Technology
Speci ic echnologies ha can
be le e aged
exace ba ing social
inequali ies.
exace ba ing exis ing
inequali ies.
Sou ce: c ea ed by he au ho s
The ansi ion o enewable ene gy p esen s a c ucial oppo uni y o Mo occo. Howe e , digi aliza ion, a key
d i e o his shi , can gene a e con lic ing ou comes. Analyzing his p ocess h ough he combined lens o he
PPT and TBL amewo ks (Table 2) e eals hese po en ial con adic ions. On he one hand, digi aliza ion o e s
economic bene i s. Op imizing p ocesses (PPT) h ough da a-d i en decision making (TBL-Economic) can lead
o cos sa ings. Technology (PPT) like senso ne wo ks can imp o e ene gy p oduc ion and dis ibu ion
e iciency (TBL-Economic & En i onmen al). Howe e , hese ad ancemen s migh come a he cos o job
displacemen (PPT-People & TBL-Social). T aining exis ing employees o hi ing new specialis s wi h digi al
skills (PPT-People) could lead o sho - e m economic bu dens (TBL-Economic). The en i onmen al impac o
digi aliza ion also p esen s a complex pic u e. Digi al ools o op imizing ene gy p oduc ion (PPT-P ocess) can
signi ican ly educe was e (TBL-En i onmen ). Howe e , he en i onmen al oo p in o he echnology i sel
(e.g., manu ac u ing senso s, ene gy-hung y da a cen e s, e c.) needs ca e ul conside a ion (TBL-En i onmen ).
Addi ionally, ensu ing accessibili y o digi al aining o all employees (PPT-People & TBL-Social) is c ucial
o p e en exace ba ing social inequali ies.
The analysis conduc ed h ough he combined applica ion o he PPT and TBL models highligh s he impo ance
o a nuanced s a egy o digi alizing Mo occo's enewable ene gy sec o . Simply emb acing echnological
ad ancemen s o economical pu sui s wi hou conside ing he po en ial downsides could lead o unin ended
consequences. Ha ing es ablished a heo e ical amewo k o guide he analysis, he ollowing sec ion ou lines
he esea ch me hodology employed o in es iga e he challenges and oppo uni ies o digi alizing Mo occo's
enewable ene gy sec o .
4. Me hodology
This esea ch has adop ed a desc ip i e case s udy me hod o in es iga e he challenges and oppo uni ies
associa ed wi h he digi aliza ion o Mo occo's enewable ene gy sec o . The abili y o in es iga e ins ances o
he phenomenon being s udied in dep h, and o employ mul iple sou ces o e idence, makes case s udy design
a use ul ool o desc ip i e s udies whe e he ocus is on speci ic si ua ion o con ex (Rose e al., 2024). A
desc ip i e case s udy is a case s udy whose pu pose is o desc ibe a phenomenon ( he “case”) in i s eal-wo ld
con ex (Yin, 2018). The “case” may be an indi idual, o i can be some e en o en i y o he han a single
indi idual, and i can include a a ie y o opics, such as small g oups, communi ies, decisions, p og ams,
o ganiza ional change, e c. The app op ia e case migh be a coun y’s economy, an indus y in he wo ld
ma ke place, an economic policy, o he ade o capi al low be ween coun ies (Yin, 2018). Thus, he uni o
analysis o ou case s udy is de i ed om he esea ch aim – he digi aliza ion o Mo occo's enewable ene gy
sec o .
The uni o analysis is ela ed o he esea ch ques ion. The selec ion o a desc ip i e case s udy is guided by he
main empi ical esea ch ques ion, which was o mula ed as ollows – wha a e he p e equisi es o he
digi aliza ion o Mo occo's ene gy sec o ? To p o ide a s uc u ed app oach o he esea ch, he main esea ch
ques ion is di ided in o wo sub-ques ions: 1) wha a e he challenges associa ed wi h he digi aliza ion o
Mo occo's ene gy sec o ? 2) wha oppo uni ies does he digi aliza ion o ene gy sec o p o ide o Mo occo?
These sub-ques ions pe mi a mo e de ailed and comp ehensi e desc ip ion o he esea ch opic. Mo eo e , a
linea -analy ic esea ch design was applied o ensu e esea ch igo (see Figu e 1).
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RQ1: Wha a e he challenges associa ed wi h he digi aliza ion o Mo occo's ene gy sec o ?
RQ2: Wha oppo uni ies does he digi aliza ion ene gy sec o p o ide o Mo occo?
Resea ch Flow
Resea ch Me hods
Resea ch Ou pu
Theo e ical amewo k
PPT-TBL
De elopmen o da a
collec ion amewo k
Ma ix
Case s udy design
Desc ip i e
Quan i a i e esea ch
S a is ical da a analysis
Quali a i e esea ch
in-dep h in e iews
Da a in e p e a ion and
indings
Conclusions and
implica ions
Figu e 1. Me hodology o he esea ch
Sou ce: c ea ed by au ho s
A linea -analy ic esea ch design equi es o ollow he sequence o he esea ch: i s a s wi h he issue being
s udied and a e iew o he ele an li e a u e, hen p oceed o co e he me hods used, he da a collec ed, and
he da a analysis and indings, ending wi h he conclusions and hei implica ions (Yin, 2018).
Li e a u e e iew can e eal impo an insigh s in o he de elopmen o he esea ch opic. Re iewing a
pa icula (s eam o ) li e a u e is essen ially lea ning abou he his o y, he p esen s a e, and he po en ial u u e
de elopmen s o a speci ic ealm (Michailo a, 2023). A li e a u e e iew e ealed he key s akeholde s in
Mo occo’s enewable ene gy sec o :
Go e nmen and Regula o y Ins i u ions
This g oup, encompassing en i ies esponsible o shaping he digi aliza ion landscape h ough ele an policies,
egula ions, and in es men plans, es ablishes he policy amewo k o enewable ene gy de elopmen and
digi aliza ion.
In e na ional O ganiza ions
In e na ional o ganiza ions play a c ucial ole in suppo ing Mo occo's digi aliza ion e o s. They o e
expe ise and suppo o enewable ene gy ini ia i es by p o iding echnical assis ance, inancial esou ces,
and knowledge sha ing. These con ibu ions empowe Mo occo o achie e i s economic, en i onmen al, and
social goals.
P i a e Companies
This ca ego y comp ises ene gy and IT companies ha ac as he d i ing o ce behind digi alizing he enewable
ene gy sec o . They achie e his by de eloping, implemen ing, and in es ing in cu ing-edge digi al
echnologies wi hin he sec o .
Resea ch Ins i u ions and Academia
Uni e si ies and esea ch ins i u ions play a i al ole in suppo ing he success ul digi aliza ion o he enewable
ene gy sec o . They achie e his by gene a ing knowledge, de eloping inno a i e solu ions, and aining he
u u e wo k o ce.
Communi y and Consume s
The digi aliza ion o he enewable ene gy sec o di ec ly impac s wo key s akeholde g oups: local
communi ies esiding nea enewable ene gy p ojec s and he gene al public who consume he gene a ed ene gy.
Table 3 summa izes po en ial da a con ibu ions om he iden i ied s akeholde s wi hin he con ex o he
es ablished heo e ical amewo k.
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Table 3. Key s akeholde g oups and da a con ibu ions
S akeholde
G oup
Da a Con ibu ions
Rele ance o
in eg a ed PPT-
TBL amewo k
Go e nmen
and Regula o y
Ins i u ions
Exis ing egula ions and policies
This da a will help iden i y po en ial hu dles o a eas whe e adjus men s migh be
necessa y o acili a e he smoo h in eg a ion o digi al echnologies wi hin he sec o .
P ocess (PPT),
Economic (TBL)
In es men incen i es
Unde s anding he exis ing and po en ial in es men incen i es o e ed by he go e nmen
can in o m s a egies o a ac ing p i a e sec o pa icipa ion in digi aliza ion e o s.
Economic (TBL)
Po en ial oadblocks o digi al ans o ma ion
By iden i ying po en ial oadblocks, such as in as uc u e limi a ions o egula o y gaps,
s akeholde s can de elop solu ions and mi iga e hese challenges.
P ocess (PPT),
Economic (TBL),
Technology (PPT)
(i in as uc u e
ela ed)
Social conce ns
Da a om go e nmen agencies can o e insigh s in o po en ial social conce ns ela ed o
digi aliza ion, such as job displacemen o da a p i acy issues. Unde s anding hese
conce ns allows o p oac i e measu es o add ess hem and ensu e public accep ance.
Social (TBL)
En i onmen al egula ions and moni o ing
Go e nmen da a on exis ing en i onmen al egula ions and moni o ing p ac ices can
in o m how digi al solu ions can be le e aged o ensu e he en i onmen al sus ainabili y
o he digi alized enewable ene gy sec o .
En i onmen al
(TBL)
In e na ional
O ganiza ions
Technical assis ance and expe ise
In e na ional o ganiza ions can p o ide di ec echnical assis ance by deploying expe s o
wo k alongside Mo occan coun e pa s on speci ic digi aliza ion p ojec s wi hin he
enewable ene gy sec o .
Technology (PPT)
Financial esou ces o ins umen s
They can o e access o a a ie y o inancial ins umen s such as g an s, loans, o
blended inance mechanisms o suppo in es men in digi al in as uc u e and
echnology de elopmen o enewable ene gy.
Economic (TBL)
Knowledge sha ing and bes p ac ices
In e na ional o ganiza ions can acili a e he c ea ion o knowledge exchange pla o ms
ha connec Mo occan s akeholde s wi h expe s and p ac i ione s om o he coun ies
who ha e success ully implemen ed digi al solu ions in he enewable ene gy sec o .
These pla o ms can os e collabo a ion, knowledge sha ing, and he ans e o bes
p ac ices. This could in ol e bes p ac ices o was e managemen associa ed wi h digi al
echnologies, li e-cycle assessmen s o di e en solu ions, o p omo ing ene gy e iciency
h ough digi al ools.
P ocess (PPT),
En i onmen al
(TBL)
P i a e
Companies
Wo k o ce Skills and T aining Needs
Companies can con ibu e da a on he speci ic skills and expe ise equi ed wi hin hei
o ganiza ions o success ully implemen digi al solu ions o enewable ene gy p ojec s.
This migh include in o ma ion on echnical skillse s, da a analysis capabili ies, o p ojec
managemen expe ise.
People (PPT)
Da a managemen p ac ices and cybe secu i y conside a ions
Da a on he challenges companies ace when in eg a ing digi al solu ions wi h exis ing
in as uc u e is c ucial. This could in ol e aspec s like da a compa ibili y, cybe secu i y
conce ns, o he need o upg ades o exis ing equipmen .
P ocess (PPT),
Technology (PPT)
Inno a ion and New Business Models
Companies a e encou aged o sha e da a on hei ideas o inno a i e digi al solu ions and
po en ial new business models wi h espec i e e enue s eams wi hin he digi alized
enewable ene gy sec o . This could in ol e no el applica ions o exis ing echnologies,
da a-d i en se ice o e ings, o en i ely new app oaches o ene gy p oduc ion o
dis ibu ion.
Economic (TBL),
Technology (PPT)
In es men plans o enewable ene gy in eg a ion
Da a on how companies plan o in eg a e enewable ene gy sou ces in o hei digi al
solu ions can con ibu e o he en i onmen al dimension. This could in ol e in o ma ion
on using digi al ools o manage and op imize he in eg a ion o enewable ene gy sou ces
like sola o wind powe .
Economic (TBL)
P ocess (PPT)
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In he Go e nance Pilla , Mo occo demons a es a mix o s eng hs and a eas needing imp o emen . The coun y
sco es well in se e al key indica o s, e lec ing i s commi men o enhancing digi al go e nance and public
se ices. The coun y's e o s o imp o e e-go e nmen se ices a e e iden in i s s ong anking o “E-
comme ce legisla ion” (1s ) and “P i acy p o ec ion by law con en ” (46 h). These indica o s demons a e a
suppo i e legal and egula o y amewo k o digi al de elopmen . Though he egula o y en i onmen in
Mo occo is imp o ed o suppo digi al ans o ma ion, he low anking in “E-Pa icipa ion” (111 h) sugges s
oppo uni ies o imp o ing ci izen engagemen and pa icipa ion in digi al go e nance. The e is a need o
imp o e digi al skills and li e acy among go e nmen employees and he gene al popula ion. The low anking
in “Online access o inancial accoun ” (124 h) highligh s challenges in p omo ing inancial inclusion h ough
digi al channels, which can limi economic oppo uni ies o many ci izens.
Mo occo's pe o mance in he Impac pilla e lec s i s e o s o le e age digi al echnology o economic
g ow h and social de elopmen . Mo occo's s ong anking in “High- ech and medium-high- ech manu ac u ing”
(23 d) indica es a g owing capaci y o echnological inno a ion and indus ial compe i i eness. Howe e , he
coun y's pe o mance in “High- ech expo s” (83 d) sugges s ha he e is oom o imp o emen in le e aging
digi al echnology o d i e expo s and o eign exchange ea nings. Rega ding he p og ess in a eas ela ed o
he Sus ainable De elopmen Goals (SDGs), Mo occo's commi men o sus ainable de elopmen is
demons a ed by i s anking o “SDG 7: A o dable and Clean Ene gy” (40 h). Howe e , challenges pe sis in
achie ing quali y educa ion (72nd) highligh ing he need o imp o emen s in educa ional sys ems o equip he
popula ion wi h he necessa y digi al skills. In gene al, Mo occo’s global anking in he Impac Pilla indica es
ha while he e has been p og ess, he e is s ill oom o imp o emen o ma ch he leading coun ies in
ha nessing he ull po en ial o ICT o sus ainable de elopmen .
In conclusion, Mo occo's digi al landscape has e ol ed signi ican ly, wi h no able s eng hs in digi al
in as uc u e, eme ging echnologies, and necessa y legisla ion o e-se ices. Howe e , add essing challenges
in educa ion, knowledge-in ensi e employmen , and e-pa icipa ion is essen ial o building a mo e inclusi e
and compe i i e digi al ecosys em.
S akeholde Pe spec i es
This sec ion p esen s key indings om expe in e iews conduc ed o gain insigh s in o he challenges and
oppo uni ies associa ed wi h Mo occo's enewable ene gy ansi ion.
Mo occo's commi men o sus ainabili y and enewable ene gy, as e idenced by he es ablishmen o he
Minis y o Ene gy T ansi ion and Sus ainable De elopmen (METSD) and associa ed agencies. While his
signi ies a posi i e s ep, expe s highligh he gap be ween ambi ious goals and conc e e achie emen s.
Widesp ead ene gy was e, as highligh ed by one expe 's obse a ion o “...a lo o ene gy being was ed...”,
unde sco es he u gen need o e iciency imp o emen s. To add ess hese challenges, expe s ad oca e o he
accele a ed deploymen o sma g id in as uc u e. This, hey a gue, is c ucial o op imizing ene gy
dis ibu ion, educing was e, and acili a ing he in eg a ion o enewable ene gy sou ces in o he ma ke .
Howe e , he cen alized na u e o Mo occo's cu en ene gy sys em, as no ed by expe s, p esen s signi ican
obs acles o his ansi ion, equi ing bo h echnological and egula o y ad ancemen s.
The absence o obus sma g id in as uc u e, coupled wi h a lack o comp ehensi e egula o y amewo ks
go e ning ene gy ma ke s and p icing, poses signi ican challenges o Mo occo's ene gy ansi ion. As
emphasized by expe s, hese de iciencies a e pa icula ly c i ical gi en he ene gy sec o 's pi o al ole in he
na ional economy. Fu he mo e, he limi ed a ailabili y o comp ehensi e economic and in es men e u n
models, as no ed by one expe , who s a ed “economic and in es men e u n models a e no widely publicized,
sugges ing hey migh no be ully de eloped,” c ea es unce ain y o po en ial in es o s. To compound hese
issues, egula o y delays in adop ing sma g id amewo ks exace ba e in es o conce ns and hinde o e all
p og ess.
Mo occo has ac i ely sough in e na ional pa ne ships o ad ance i s enewable ene gy agenda. While
collabo a ion wi h o eign en i ies has been pu sued h ough a ious p ojec s, conce ns ha e been aised
ega ding he na u e o hese pa ne ships. Expe s ha e highligh ed ha o eign o ganiza ions o en p io i ize
echnology ans e a he han knowledge sha ing, as e idenced by he s a emen : “ o eign o ganiza ions o en
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p io i ize impo ing and implemen ing hei own echnologies, wi h a ocus on aking away he gene a ed
ene gy.” Fu he mo e, he lack o open-sou ce echnology sha ing has been iden i ied as a c i ical ba ie o
local capaci y building, as emphasized by he expe 's obse a ion: “ he echnologies b ough in by o eign
pa ne s a e no open-sou ce, meaning he e is limi ed sha ing o expe ise wi h local s akeholde s.”
Mo occo boas s a s ong in ellec ual ounda ion o d i ing inno a ion in he enewable ene gy sec o , wi h
nume ous uni e si ies capable o conduc ing cu ing-edge esea ch. This po en ial is e idenced by he
p oli e a ion o enewable ene gy p ojec s inco po a ing digi al echnologies. Howe e , challenges pe sis in
ha nessing his capaci y e ec i ely. As highligh ed by expe s, agmen ed digi aliza ion ini ia i es, exempli ied
by he obse a ion “... agmen ed g een ene gy sec o digi aliza ion ini ia i es...”, hinde he de elopmen o a
uni ied na ional s a egy. This lack o coo dina ion among academia, indus y, and go e nmen , coupled wi h a
skills gap, has impeded p og ess. The expe no ed he need o “...new compe ences and p ocesses...” equi ed
o sma g id echnologies, highligh ing he need o a ge ed skills de elopmen and aining p og ams.
E ec i e communica ion and collabo a ion a e essen ial o d i ing inno a ion and policymaking in he ene gy
sec o . As one expe no ed, “...lack o communica ion... wi h hose who make decisions...” hinde s p og ess. A
lack o coo dina ion among academia, indus y, and go e nmen s akeholde s, as e idenced by agmen ed
ini ia i es pu sued by indi idual ac o s, has led o ine iciencies and missed oppo uni ies, as highligh ed by
expe s.
Long- e m sus ainabili y is o en o e looked in he pu sui o apid enewable ene gy de elopmen . Expe s
emphasize a endency owa ds sho - e m hinking, as e idenced by he s a emen “...sus ainabili y... is iewed
na owly...”. This neglec s he c i ical issue o end-o -li e managemen o enewable echnologies, such as he
disposal o sola panels and ba e ies. Addi ionally, he enewable ene gy sec o has expe ienced poli ical
in e e ence, hinde ing i s esponsible de elopmen . As one expe no ed, “ he cu en de elopmen o wind
a ms o en leads o he eme gence o unsus ainable in as uc u e and se ice p o ide s in hei icini y.” This
highligh s he need o a holis ic app oach ha conside s bo h en i onmen al and economic impac s.
Mo occan consume s, bo h esiden ial and indus ial, ace signi ican challenges in op imizing ene gy
consump ion. A lack o eal- ime da a, as highligh ed by expe s, hinde s hei abili y o iden i y and add ess
ene gy ine iciencies. The ansi ion o a digi alized ene gy sys em necessi a es signi ican beha io al changes
and skill de elopmen ac oss all s akeholde g oups. This includes households, indus ies, and ene gy p oduce s.
Fo ins ance, households will equi e aining in u ilizing sma me e s o moni o and manage ene gy
consump ion e ec i ely. Indus ies mus enhance hei da a analysis capabili ies o op imize ope a ions and
educe ene gy was e. Ene gy p oduce s will need o adap o he dynamic na u e o a sma g id and in eg a e
enewable ene gy sou ces seamlessly. As one expe no ed, “... esis ance o change... new compe ences and
p ocesses...” will be a key challenge in o e coming hese hu dles.
This unde sco es he need o s akeholde s' educa ion and awa eness campaigns. By explaining he bene i s o
sma g ids, such as po en ial cos sa ings and a mo e sus ainable ene gy u u e, hese campaigns can empowe
he s akeholde s o ac i ely pa icipa e in he ene gy ansi ion.
While la ge co po a ions in Mo occo ha e made signi ican s ides in digi al ans o ma ion, small and medium-
sized en e p ises (SMEs) ace dis inc challenges. As no ed by expe s, he p ima y obs acle o SMEs is no
inancial cons ain s bu a he a eluc ance o adop new echnologies and p ocesses. The expe emphasized:
“ he main challenge is no he a ailabili y o unding bu a he he eluc ance o SMEs o change, adap hei
p ocesses, and acqui e he necessa y skills o u ilize digi al and sma echnologies e ec i ely.”
Despi e he es ablishmen o wo ene gy inno a ion clus e s, hei impac on os e ing indus y collabo a ion
has been limi ed. As one expe s a ed, “ he wo ene gy inno a ion clus e s ha e no been able o ully b idge
he gap and os e he necessa y syne gies among indus y s akeholde s.” Fu he mo e, egional dispa i ies in
de elopmen le els ha e hinde ed p og ess. As no ed by expe s, “ he e is a no iceable gap in he le el o
de elopmen be ween di e en egions, wi h some being a mo e ad anced han o he s.”
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On a posi i e no e, he ole o academia in p omo ing collabo a ion is acknowledged. Expe s ecognize he
e o s o uni e si ies in os e ing knowledge sha ing and coope a ion among indus y s akeholde s, as
e idenced by he s a emen : “academia is ac i ely wo king o enhance collabo a ion and knowledge sha ing
among a ious playe s in he ene gy sec o .”
The expe pe spec i es p esen ed in his sec ion ha e p o ided aluable insigh s in o he complexi ies and
challenges associa ed wi h Mo occo's enewable ene gy ansi ion. The indings unde sco e he need o a
comp ehensi e and mul i- ace ed app oach o add ess he iden i ied issues. The ollowing discussion sec ion
will del e deepe in o hese challenges, explo e po en ial solu ions, and p opose ecommenda ions o
policymake s, indus y s akeholde s, and esea che s o ad ance Mo occo's enewable ene gy agenda.
Discussion
This s udy aimed o assess he challenges and oppo uni ies associa ed wi h digi alizing Mo occo's enewable
ene gy sec o . By combining expe in e iews wi h an analysis o seconda y da a, including s a is ics and
ele an documen s, his esea ch sough o iden i y he cu en s a e o he sec o and o unde s and he ac o s
in luencing i s de elopmen . The ollowing discussion del es deepe in o he indings, analyzing hem h ough
he lens o he People, P ocess, Technology (PPT) and Bo om T iple Line (BTL) amewo ks o elucida e he
complexi ies and implica ions o digi al ans o ma ion.
People: The Human Fac o in Digi al T ans o ma ion
The success ul digi aliza ion o Mo occo's enewable ene gy sec o is con ingen upon a skilled and adap able
wo k o ce. A signi ican skills gap, as highligh ed by expe s, exis s wi hin he sec o , hinde ing i s abili y o
ully ha ness he po en ial o eme ging echnologies. Upg ading he skills o bo h he exis ing wo k o ce and
consume s is pa amoun o ensu ing a smoo h ansi ion o a digi alized ene gy landscape.
While digi aliza ion o e s nume ous oppo uni ies o inno a ion and e iciency, i also ca ies he isk o job
displacemen . As au oma ion and a i icial in elligence become inc easingly p e alen , ce ain oles wi hin he
ene gy sec o may become edundan . The e o e, i is essen ial o implemen comp ehensi e e aining and
upskilling p og ams o equip displaced wo ke s wi h he necessa y compe encies o eme ging oles.
Equi able access o digi al aining p og ams is c ucial o p e en exace ba ing exis ing social inequali ies.
Ta ge ed ini ia i es should be implemen ed o ensu e ha all segmen s o he popula ion, including indi iduals
om u al a eas, ha e he oppo uni y o acqui e he digi al skills equi ed o he enewable ene gy sec o .
P ocess: Op imizing E iciency Th ough Digi aliza ion
Digi al echnologies o e immense po en ial o op imizing p ocesses wi hin he enewable ene gy sec o . By
s eamlining ope a ions, educing manual in e en ions, and enhancing da a-d i en decision-making, digi al
ools can signi ican ly enhance e iciency. Fo ins ance, au oma ion o ou ine asks, such as da a en y and
epo gene a ion, can ee up human esou ces o mo e s a egic ac i i ies. Addi ionally, digi al pla o ms can
acili a e seamless communica ion and collabo a ion among s akeholde s, accele a ing p ojec imelines and
educing cos s.
Howe e , he implemen a ion o new digi al p ocesses is no wi hou i s challenges. Resis ance o change,
coupled wi h he need o subs an ial in es men s in echnology and aining, hinde s he adop ion. Fu he mo e,
ensu ing in e ope abili y be ween di e en digi al sys ems is c ucial o a oid c ea ing new ine iciencies. To
o e come hese challenges, a phased app oach o digi al ans o ma ion is essen ial, along wi h obus change
managemen s a egies.
Technology: Enable s o he Ene gy T ansi ion
Digi al echnologies a e eme ging as indispensable ools o d i ing he ene gy ansi ion. Technologies such as
a i icial in elligence, big da a analy ics, he In e ne o Things (IoT), and blockchain o e unp eceden ed
oppo uni ies o op imize ene gy p oduc ion, dis ibu ion, and consump ion. Fo ins ance, AI-powe ed
p edic i e analy ics can enhance enewable ene gy o ecas ing, enabling g id ope a o s o be e in eg a e
a iable ene gy sou ces. IoT de ices can acili a e eal- ime moni o ing o ene gy sys ems, enabling e icien
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oubleshoo ing and main enance. Blockchain echnology has he po en ial o e olu ionize ene gy ading by
c ea ing anspa en and secu e pee - o-pee ene gy ma ke s.
While he adop ion o hese echnologies p omises subs an ial bene i s, i also comes wi h associa ed cos s and
po en ial en i onmen al impac s. The ini ial in es men in digi al in as uc u e and he ongoing expenses o
da a managemen and cybe secu i y can be signi ican . Howe e , hese cos s can be o se by inc eased
e iciency, educed ope a ional expenses, and new e enue s eams. Fu he mo e, he en i onmen al impac o
digi al echnologies, pa icula ly in e ms o ene gy consump ion o da a cen e s and he p oduc ion o
elec onic de ices, mus be ca e ully conside ed and mi iga ed h ough sus ainable p ac ices.
Economic Implica ions o Digi aliza ion in he Renewable Ene gy Sec o
The in eg a ion o digi al echnologies in o he enewable ene gy sec o holds signi ican po en ial o economic
bene i s. By s eamlining ope a ions, educing cos s, and enabling da a-d i en decision-making, digi aliza ion
can enhance he sec o 's o e all e iciency and p o i abili y. Fo ins ance, he op imiza ion o ene gy dis ibu ion
and consump ion pa e ns h ough digi al pla o ms can lead o subs an ial cos sa ings o bo h ene gy p o ide s
and consume s. Mo eo e , he de elopmen o new digi al solu ions and se ices can c ea e job oppo uni ies
and s imula e economic g ow h.
Howe e , he ansi ion o a digi alized ene gy sys em also in ol es economic isks and challenges. The ini ial
in es men in digi al in as uc u e and wo k o ce aining can be subs an ial, po en ially impac ing sho - e m
inancial pe o mance. Addi ionally, he po en ial o job displacemen due o au oma ion mus be ca e ully
conside ed o mi iga e nega i e social and economic consequences. To maximize he economic bene i s o
digi aliza ion while minimizing isks, i is essen ial o de elop s a egies o managing cos s, mi iga ing isks,
and os e ing inno a ion.
Social Implica ions o Digi aliza ion
The social implica ions o digi aliza ion in Mo occo's enewable ene gy sec o a e mul i ace ed and equi e
ca e ul conside a ion. While digi al echnologies o e he po en ial o empowe indi iduals and communi ies,
he coun y's socio-economic landscape p esen s signi ican challenges. High illi e acy a es, pa icula ly in
u al a eas, coupled wi h egional dispa i ies in de elopmen , c ea e a complex en i onmen o digi al
inclusion.
To maximize he social bene i s o digi aliza ion, a ge ed in e en ions a e necessa y o b idge he digi al
di ide. This includes in es ing in digi al li e acy p og ams, expanding in e ne access, and de eloping cul u ally
app op ia e digi al ools.
Mo eo e , he ea o job displacemen due o au oma ion is p e alen among he wo k o ce. This social anxie y
poses a dilemma o policymake s, who mus balance he bene i s o digi aliza ion wi h he need o p o ec
ulne able popula ion. While new job oppo uni ies may eme ge in he digi al economy, i is c ucial o
implemen e ec i e e aining and upskilling p og ams o mi iga e he nega i e social impac s o his ansi ion.
By add essing hese challenges and ensu ing equi able access o digi al echnologies, Mo occo can ha ness he
ull po en ial o digi aliza ion o c ea e a mo e inclusi e and sus ainable socie y.
En i onmen al Implica ions o Digi aliza ion
The en i onmen al impac o digi aliza ion in he enewable ene gy sec o is a complex issue wi h bo h posi i e
and nega i e dimensions. On he one hand, digi al echnologies o e signi ican po en ial o educing he
en i onmen al oo p in o he ene gy sec o . By op imizing ene gy p oduc ion and dis ibu ion, digi al ools
can con ibu e o minimizing was e and maximizing esou ce e iciency. Fo ins ance, sma g ids can enable
he in eg a ion o enewable ene gy sou ces, educe ene gy losses, and op imize g id ope a ions.
Howe e , he g owing eliance on digi al echnologies also aises en i onmen al conce ns. The ene gy
consump ion associa ed wi h da a cen e s and he p oduc ion o elec onic de ices can con ibu e o g eenhouse
gas emissions. Addi ionally, he disposal o elec onic was e, i no managed p ope ly, can ha e de imen al
e ec s on he en i onmen . To mi iga e hese nega i e impac s, i is c ucial o adop sus ainable p ac ices in he
design, p oduc ion, and disposal o digi al echnologies.
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To ully ealize he en i onmen al bene i s o digi aliza ion while minimizing i s d awbacks, a holis ic app oach
is necessa y. This includes p omo ing ene gy e iciency in da a cen e s, encou aging he euse and ecycling o
elec onic was e, and suppo ing esea ch and de elopmen o low-ca bon digi al echnologies.
O e all Assessmen and Recommenda ions
The digi al ans o ma ion o Mo occo's enewable ene gy sec o p esen s bo h signi ican challenges and
oppo uni ies. While he analysis h ough he PPT and BTL amewo ks highligh s he po en ial bene i s o
digi aliza ion in e ms o e iciency, economic g ow h, and en i onmen al sus ainabili y, i also unde sco es he
impo ance o add essing key challenges such as skills gaps, in as uc u e limi a ions, and social inequali ies.
To ully ealize he po en ial o digi aliza ion, a comp ehensi e and coo dina ed app oach is essen ial. This
includes in es ing in human capi al de elopmen , u he building obus digi al in as uc u e, and c ea ing
suppo i e egula o y amewo ks. Addi ionally, i is c ucial o p io i ize esea ch and de elopmen in eme ging
digi al echnologies and o u he os e collabo a ion among go e nmen , indus y, and academia.
C ucially, success ul implemen a ion necessi a es a obus change managemen s a egy. O e coming esis ance
o change, os e ing a cul u e o inno a ion, and ensu ing s akeholde buy-in will be c i ical o he o e all
success o he digi al ans o ma ion. By adop ing a holis ic pe spec i e and add essing he iden i ied challenges,
including he e ec i e managemen o change, Mo occo can posi ion i sel as a leade in he enewable ene gy
ansi ion and eap he ewa ds o a digi alized ene gy sec o .
Conclusions
This case s udy aimed o iden i y he challenges (RQ1) and oppo uni ies (RQ2) associa ed wi h digi alizing
Mo occo's enewable ene gy sec o . By examining he pe spec i es o key s akeholde s and analyzing ele an
da a, he s udy sough o unde s and he sec o 's digi aliza ion p e equisi es and o iden i y s a egies o
o e coming ba ie s o digi al ans o ma ion.
The esea ch indings unde sco e he signi ican po en ial o digi aliza ion in d i ing Mo occo's enewable
ene gy ansi ion. While he coun y has demons a ed a s ong commi men o enewable ene gy, he ealiza ion
o i s ull po en ial is hinde ed by se e al challenges. Fi s ly, he s udy highligh s he c i ical ole o human
capi al in he digi aliza ion p ocess. A skilled wo k o ce is essen ial o he success ul implemen a ion and
ope a ion o digi al echnologies. Howe e , he cu en skills gap, pa icula ly in ela ion o digi al
compe encies, poses a signi ican ba ie o p og ess. This is u he compounded by he une en dis ibu ion o
digi al skills ac oss he popula ion, wi h ce ain demog aphics, such as you h and women, acing g ea e
challenges. Secondly, he impo ance o obus digi al in as uc u e and suppo i e egula o y amewo ks is
e iden . The absence o hese elemen s impedes he e ec i e in eg a ion o enewable ene gy sou ces and he
op imiza ion o ene gy sys ems. Addi ionally, he lack o in e ope abili y be ween di e en digi al sys ems can
hinde he o e all e iciency o he ene gy sec o . Thi dly, he s udy emphasizes he need o a holis ic app oach
o digi aliza ion ha conside s bo h economic and en i onmen al implica ions. While digi al echnologies o e
oppo uni ies o cos educ ion and e iciency gains, hei impac on jobs, social equi y, and he en i onmen
mus be ca e ully managed. The po en ial o job displacemen due o au oma ion, as well as he en i onmen al
consequences o digi al echnologies, equi e ca e ul conside a ion and mi iga ion s a egies. Finally, he
esea ch unde sco es he impo ance o e ec i e change managemen and s akeholde engagemen in d i ing
digi al ans o ma ion. O e coming esis ance o change, os e ing collabo a ion among a ious s akeholde s,
and ensu ing equi able access o digi al echnologies a e c ucial o ealizing he ull po en ial o digi aliza ion.
The indings o his s udy unde sco e he complex in e play o echnological, economic, social, and
en i onmen al ac o s in he digi aliza ion o Mo occo's enewable ene gy sec o .
Economically, he ansi ion o a digi alized ene gy sys em o e s oppo uni ies o economic g ow h, job
c ea ion, and inc eased e iciency. Howe e , he ini ial in es men s in digi al in as uc u e and wo k o ce
de elopmen may pose challenges o some s akeholde s. I is essen ial o de elop s a egies o mi iga e hese
cos s and maximize he economic bene i s o digi aliza ion.
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En i onmen ally, digi al echnologies p esen bo h oppo uni ies and isks. While hey can con ibu e o he
op imiza ion o ene gy p oduc ion and dis ibu ion, educing o e all en i onmen al impac , hei own ene gy
consump ion and was e gene a ion mus be ca e ully managed. A ci cula economy app oach, emphasizing he
euse and ecycling o elec onic was e, is c ucial o minimize he ecological oo p in o digi aliza ion.
Socially, he implica ions o digi aliza ion a e a - eaching. While digi al echnologies can enhance access o
ene gy se ices and c ea e new economic oppo uni ies, hey also isk exace ba ing exis ing inequali ies. E o s
o b idge he digi al di ide, in es in digi al li e acy, and ensu e equi able access o he bene i s o digi aliza ion
a e essen ial o achie e a jus and inclusi e ene gy ansi ion.
Based on he indings o his s udy, se e al key ecommenda ions eme ge o ad ancing Mo occo's enewable
ene gy ansi ion h ough digi aliza ion. Fi s ly, in es ing in human capi al de elopmen is pa amoun . This
includes a ge ed aining p og ams o equip he wo k o ce wi h he necessa y digi al skills, as well as ini ia i es
o b idge he digi al di ide. By os e ing a digi ally li e a e popula ion, Mo occo can maximize he po en ial
bene i s o digi al echnologies. Secondly, building a obus digi al in as uc u e is essen ial o enabling he
e ec i e in eg a ion o enewable ene gy sou ces. This equi es signi ican in es men s in sma g id
echnologies, da a cen e s, and high-speed in e ne connec i i y. Thi dly, a suppo i e egula o y en i onmen
is c ucial o s imula ing inno a ion and in es men in he enewable ene gy sec o . S eamlining egula o y
p ocesses, c ea ing incen i es o digi al adop ion, and es ablishing clea guidelines o da a p i acy and secu i y
a e essen ial o unlocking he ull po en ial o digi aliza ion. Fou hly, a holis ic app oach o sus ainabili y is
equi ed. While digi al echnologies o e nume ous bene i s, hei en i onmen al impac s mus be ca e ully
managed. P omo ing ci cula economy p inciples, in es ing in clean ene gy o da a cen e s, and encou aging
he de elopmen o sus ainable digi al echnologies a e essen ial s eps. Finally, s eng hening he collabo a ion
among go e nmen , indus y, academia, and ci il socie y is i al o success ul digi al ans o ma ion. By
wo king oge he , s akeholde s can add ess challenges, sha e knowledge, and accele a e he ansi ion o a
sus ainable ene gy u u e.
This s udy has made signi ican con ibu ions o he unde s anding o he challenges and oppo uni ies
associa ed wi h digi alizing Mo occo's enewable ene gy sec o . By examining he pe spec i es o key
s akeholde s and analyzing ele an da a, he esea ch p o ided a nuanced unde s anding o he sec o 's
dynamics.
While he s udy o e s aluable insigh s, u he esea ch is needed o explo e speci ic aspec s o he
digi aliza ion p ocess in g ea e dep h. Fo example, in-dep h case s udies o success ul digi aliza ion ini ia i es
could p o ide aluable lessons o o he de eloping coun ies. Addi ionally, long- e m moni o ing and
e alua ion o he impac s o digi aliza ion on Mo occo's ene gy sec o a e essen ial o in o m ongoing policy
and decision-making.
In conclusion, he success ul digi aliza ion o Mo occo's enewable ene gy sec o equi es a mul i- ace ed
app oach ha add esses he economic, en i onmen al, and social dimensions o he ansi ion. By add essing
he iden i ied challenges and capi alizing on he oppo uni ies p esen ed by digi aliza ion, Mo occo can posi ion
i sel as a leade in he global enewable ene gy ansi ion.
Re e ences
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mo occo-led- he-wo ld-on-clean-sola -ene gy
Anoua , S. (2022, Augus 2). Mo occo Has In es ed $5.2 Billion in Sola Ene gy P ojec s. Mo occo Wo ld News.
Asi , M. (2022). Digi aliza ion in Ene gy Sec o . In The 4Ds o Ene gy T ansi ion: Deca boniza ion, Decen aliza ion, Dec easing Use
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Bahga , G. (2013). Mo occo ene gy ou look: Oppo uni ies and challenges. Jou nal o No h A ican S udies, 18(2), 291–304.
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Ju ga VESTERTĖ
ORCID ID: h ps://o cid.o g/0000-0002-4831-1102
Ilona SKAČKAUSKIENĖ
ORCID ID: h ps://o cid.o g/0000-0002-5078-3678
Najiba EL AMRANI EL IDRISSI is Ph.D p o esso coo dina o o he esea ch eam Signals, elecommunica ions and
sma g ids a he Facul y o Science and Technology o Fez, Sidi Mohamed Ben Abdellah Uni e si y. Resea ch in e es s:
Mic os ip An enna, An enna A ays, Elec omagne ics, UMTS, Telecommunica ions.
ORCID ID: h ps://o cid.o g/0000-0001-5603-1306
Kamal ZARED
ORCID ID: h ps://o cid.o g/0000-0003-0612-2052
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